Commit
·
5809b09
1
Parent(s):
d115d28
2 train experiments in20251230-trigo
Browse files- trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/config.yaml +90 -0
- trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/events.out.tfevents.1766757664.camus.310335.0 +3 -0
- trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/train.log +1174 -0
- trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/config.yaml +89 -0
- trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/events.out.tfevents.1766757518.camus.308527.0 +3 -0
- trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/train.log +1173 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/config.yaml +92 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/events.out.tfevents.1767110153.camus.402580.0 +3 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/train.log +1179 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/config.yaml +92 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/events.out.tfevents.1767108943.camus.391272.0 +3 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/events.out.tfevents.1767109494.camus.395726.0 +3 -0
- trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/train.log +425 -0
trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/config.yaml
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id: trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01
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desc:
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- 'model_config.config.num_layers: 12'
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- 'model_config.lambda_value: 0.01'
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- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
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paths:
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root: /home/claude/work/trigoRL
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data: /home/claude/data
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output: /home/claude/data/hf-trigoRL
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data:
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type: TGNValueDataset
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data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221
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max_length: 8192
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min_length: 10
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max_file_size: 10000
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tokenizer_config: {}
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train_split: '*1..48/50'
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val_split: 49/50
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loader:
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batch_size: 20
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shuffle: true
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num_workers: 0
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pin_memory: true
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model:
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type: ValueCausalLoss
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config:
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model_config:
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type: LlamaCausalLM
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config:
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vocab_size: 128
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hidden_size: 64
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num_layers: 12
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num_heads: 8
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num_key_value_heads: 2
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max_seq_len: 8192
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intermediate_size: 171
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activation: silu
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rms_norm_eps: 1.0e-06
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use_cache: true
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value_head_config:
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hidden_dim: 64
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intermediate_dim: 128
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bottleneck_dim: 64
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dropout: 0.1
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lambda_policy: 1.0
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lambda_value: 0.01
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gamma: 0.99
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territory_value_factor: 1.0
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ignore_index: 0
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value_id: 3
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pad_id: 0
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label_smoothing: 0.1
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training:
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epochs: 50
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learning_rate: 0.0001
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weight_decay: 0.01
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warmup_steps: 50
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max_grad_norm: 1.0
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gradient_accumulation_steps: 1
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epoch_size: null
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dtype: bfloat16
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scheduler:
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type: inverse_sqrt
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d_model: 64
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lr_mul: 500.0
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save_frequency: 1
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keep_n_checkpoints: 3
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save_mode: best
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monitor:
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field: val_loss
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mode: min
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log_frequency: 160
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wandb:
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enabled: true
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tags:
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- llama
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- gqa
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- value-head
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- dual-head
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- rl-discount
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tensorboard:
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enabled: true
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env:
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CUDA_VISIBLE_DEVICES: 6
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eval:
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eval_frequency: 1
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eval_batches: 50
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device: cuda
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seed: 42
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deterministic: true
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trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/events.out.tfevents.1766757664.camus.310335.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:421ae05b08d09547138b294473059265f2709d5890476eded4976a9c8b5b6305
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size 1580178
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trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/train.log
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@@ -0,0 +1,1174 @@
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|
| 1 |
+
2025-12-26 14:01:00 - INFO - ================================================================================
|
| 2 |
+
2025-12-26 14:01:00 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-26 14:01:00 - INFO - ================================================================================
|
| 4 |
+
2025-12-26 14:01:00 - INFO - Experiment ID: trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01
|
| 5 |
+
2025-12-26 14:01:00 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01
|
| 6 |
+
2025-12-26 14:01:00 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/config.yaml
|
| 7 |
+
2025-12-26 14:01:00 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/train.log
|
| 8 |
+
2025-12-26 14:01:00 - INFO -
|
| 9 |
+
2025-12-26 14:01:00 - INFO - Configuration:
|
| 10 |
+
2025-12-26 14:01:00 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'model_config.config.num_layers: 12'
|
| 13 |
+
- 'model_config.lambda_value: 0.01'
|
| 14 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 15 |
+
paths:
|
| 16 |
+
root: .
|
| 17 |
+
data: /home/claude/data
|
| 18 |
+
output: /home/claude/data/hf-trigoRL
|
| 19 |
+
data:
|
| 20 |
+
type: TGNValueDataset
|
| 21 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/
|
| 22 |
+
max_length: 8192
|
| 23 |
+
min_length: 10
|
| 24 |
+
max_file_size: 10000
|
| 25 |
+
tokenizer_config: {}
|
| 26 |
+
train_split: '*1..48/50'
|
| 27 |
+
val_split: 49/50
|
| 28 |
+
loader:
|
| 29 |
+
batch_size: 20
|
| 30 |
+
shuffle: true
|
| 31 |
+
num_workers: 0
|
| 32 |
+
pin_memory: true
|
| 33 |
+
model:
|
| 34 |
+
type: ValueCausalLoss
|
| 35 |
+
config:
|
| 36 |
+
model_config:
|
| 37 |
+
type: LlamaCausalLM
|
| 38 |
+
config:
|
| 39 |
+
vocab_size: 128
|
| 40 |
+
hidden_size: 64
|
| 41 |
+
num_layers: 12
|
| 42 |
+
num_heads: 8
|
| 43 |
+
num_key_value_heads: 2
|
| 44 |
+
max_seq_len: 8192
|
| 45 |
+
intermediate_size: 171
|
| 46 |
+
activation: silu
|
| 47 |
+
rms_norm_eps: 1.0e-06
|
| 48 |
+
use_cache: true
|
| 49 |
+
value_head_config:
|
| 50 |
+
hidden_dim: 64
|
| 51 |
+
intermediate_dim: 128
|
| 52 |
+
bottleneck_dim: 64
|
| 53 |
+
dropout: 0.1
|
| 54 |
+
lambda_policy: 1.0
|
| 55 |
+
lambda_value: 0.01
|
| 56 |
+
gamma: 0.99
|
| 57 |
+
territory_value_factor: 1.0
|
| 58 |
+
ignore_index: 0
|
| 59 |
+
value_id: 3
|
| 60 |
+
pad_id: 0
|
| 61 |
+
label_smoothing: 0.1
|
| 62 |
+
training:
|
| 63 |
+
epochs: 50
|
| 64 |
+
learning_rate: 0.0001
|
| 65 |
+
weight_decay: 0.01
|
| 66 |
+
warmup_steps: 50
|
| 67 |
+
max_grad_norm: 1.0
|
| 68 |
+
gradient_accumulation_steps: 1
|
| 69 |
+
epoch_size: null
|
| 70 |
+
dtype: bfloat16
|
| 71 |
+
scheduler:
|
| 72 |
+
type: inverse_sqrt
|
| 73 |
+
d_model: 64
|
| 74 |
+
lr_mul: 500.0
|
| 75 |
+
save_frequency: 1
|
| 76 |
+
keep_n_checkpoints: 3
|
| 77 |
+
save_mode: best
|
| 78 |
+
monitor:
|
| 79 |
+
field: val_loss
|
| 80 |
+
mode: min
|
| 81 |
+
log_frequency: 160
|
| 82 |
+
wandb:
|
| 83 |
+
enabled: true
|
| 84 |
+
tags:
|
| 85 |
+
- llama
|
| 86 |
+
- gqa
|
| 87 |
+
- value-head
|
| 88 |
+
- dual-head
|
| 89 |
+
- rl-discount
|
| 90 |
+
tensorboard:
|
| 91 |
+
enabled: true
|
| 92 |
+
env:
|
| 93 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 94 |
+
eval:
|
| 95 |
+
eval_frequency: 1
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eval_batches: 50
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device: cuda
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seed: 42
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deterministic: true
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO - Setting Random Seeds
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO - Seed: 42
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2025-12-26 14:01:00 - INFO - Deterministic: True
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2025-12-26 14:01:00 - INFO -
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2025-12-26 14:01:00 - INFO - Device: cuda
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2025-12-26 14:01:00 - INFO - GPU: NVIDIA GeForce RTX 4090
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2025-12-26 14:01:00 - INFO - Memory: 25.26 GB
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO - Creating Datasets
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO -
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2025-12-26 14:01:00 - INFO - Datasets created:
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2025-12-26 14:01:00 - INFO - Training: 9594 samples, 479 batches
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2025-12-26 14:01:00 - INFO - Validation: 185 samples, 10 batches
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2025-12-26 14:01:00 - INFO -
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO - Creating Trainer
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO -
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2025-12-26 14:01:00 - INFO - Setting trainer environment variables from config:
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2025-12-26 14:01:00 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:00 - INFO - Creating Model
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2025-12-26 14:01:00 - INFO - ================================================================================
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2025-12-26 14:01:01 - INFO - Converting model to dtype: torch.bfloat16
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2025-12-26 14:01:01 - INFO -
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2025-12-26 14:01:01 - INFO - Model created:
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2025-12-26 14:01:01 - INFO - Type: ValueCausalLoss
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2025-12-26 14:01:01 - INFO - Base model: LlamaCausalLM
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2025-12-26 14:01:01 - INFO - Total parameters: 551,873
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2025-12-26 14:01:01 - INFO - Trainable parameters: 551,873
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2025-12-26 14:01:01 - INFO - Dtype: torch.bfloat16
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2025-12-26 14:01:04 - INFO -
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2025-12-26 14:01:04 - INFO - Trainer initialized:
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2025-12-26 14:01:04 - INFO - Device: cuda
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2025-12-26 14:01:04 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints
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2025-12-26 14:01:04 - INFO - Training samples: 9594
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2025-12-26 14:01:04 - INFO - Validation samples: 185
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2025-12-26 14:01:04 - INFO - Batch size: 20
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2025-12-26 14:01:04 - INFO - Gradient accumulation steps: 1
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2025-12-26 14:01:04 - INFO - Effective batch size: 20
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2025-12-26 14:01:04 - INFO - Epoch size: full dataset (479 batches)
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2025-12-26 14:01:04 - INFO - Epochs: 50
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2025-12-26 14:01:04 - INFO - Learning rate: 0.0001
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2025-12-26 14:01:04 - INFO - Warmup steps: 50
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2025-12-26 14:01:04 - INFO - Log frequency: every 160 examples
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2025-12-26 14:01:04 - INFO - Wandb logging: enabled
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2025-12-26 14:01:04 - INFO - TensorBoard logging: enabled
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2025-12-26 14:01:04 - INFO -
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2025-12-26 14:01:04 - INFO - ================================================================================
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2025-12-26 14:01:04 - INFO - Starting Training
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2025-12-26 14:01:04 - INFO - ================================================================================
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2025-12-26 14:01:04 - INFO -
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2025-12-26 14:01:04 - INFO - Evaluating initial model (epoch 0)...
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2025-12-26 14:01:08 - INFO -
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2025-12-26 14:01:08 - INFO - Initial model metrics:
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2025-12-26 14:01:08 - INFO - Loss: 5.0563
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2025-12-26 14:01:08 - INFO - Num_policy_tokens: 7518.2000
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2025-12-26 14:01:08 - INFO - Num_value_predictions: 18.5000
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2025-12-26 14:01:08 - INFO - Policy_error: 1.0000
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2025-12-26 14:01:08 - INFO - Policy_loss: 4.9000
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2025-12-26 14:01:08 - INFO - Value_loss: 15.5250
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2025-12-26 14:01:08 - INFO - Value_mae: 3.8234
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2025-12-26 14:01:08 - INFO - Value_mse: 15.5250
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2025-12-26 14:01:08 - INFO -
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2025-12-26 14:12:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0000_val_loss_1.8742.chkpt
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2025-12-26 14:12:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0000_val_loss_1.8742.chkpt
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2025-12-26 14:12:49 - INFO -
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2025-12-26 14:12:49 - INFO - Epoch 1/50 Summary:
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2025-12-26 14:12:49 - INFO - Train Loss: 2.3835
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2025-12-26 14:12:49 - INFO - Train Num_policy_tokens: 8152.7182
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2025-12-26 14:12:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:12:49 - INFO - Train Policy_error: 0.4705
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2025-12-26 14:12:49 - INFO - Train Policy_loss: 2.2324
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2025-12-26 14:12:49 - INFO - Train Value_loss: 15.0784
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2025-12-26 14:12:49 - INFO - Train Value_mae: 3.7196
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2025-12-26 14:12:49 - INFO - Train Value_mse: 15.0784
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2025-12-26 14:12:49 - INFO - Val Loss: 1.8742
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2025-12-26 14:12:49 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:12:49 - INFO - Val Num_value_predictions: 18.5000
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| 183 |
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2025-12-26 14:12:49 - INFO - Val Policy_error: 0.3518
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2025-12-26 14:12:49 - INFO - Val Policy_loss: 1.7211
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2025-12-26 14:12:49 - INFO - Val Value_loss: 15.2812
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2025-12-26 14:12:49 - INFO - Val Value_mae: 3.7047
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2025-12-26 14:12:49 - INFO - Val Value_mse: 15.2812
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2025-12-26 14:24:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0001_val_loss_1.7937.chkpt
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2025-12-26 14:24:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0001_val_loss_1.7937.chkpt
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2025-12-26 14:24:28 - INFO -
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| 191 |
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2025-12-26 14:24:28 - INFO - Epoch 2/50 Summary:
|
| 192 |
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2025-12-26 14:24:28 - INFO - Train Loss: 1.8297
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| 193 |
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2025-12-26 14:24:28 - INFO - Train Num_policy_tokens: 8152.5992
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2025-12-26 14:24:28 - INFO - Train Num_value_predictions: 20.0000
|
| 195 |
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2025-12-26 14:24:28 - INFO - Train Policy_error: 0.3448
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| 196 |
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2025-12-26 14:24:28 - INFO - Train Policy_loss: 1.6820
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2025-12-26 14:24:28 - INFO - Train Value_loss: 14.7676
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2025-12-26 14:24:28 - INFO - Train Value_mae: 3.6477
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2025-12-26 14:24:28 - INFO - Train Value_mse: 14.7676
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2025-12-26 14:24:28 - INFO - Val Loss: 1.7937
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2025-12-26 14:24:28 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:24:28 - INFO - Val Num_value_predictions: 18.5000
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| 203 |
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2025-12-26 14:24:28 - INFO - Val Policy_error: 0.3386
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2025-12-26 14:24:28 - INFO - Val Policy_loss: 1.6391
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2025-12-26 14:24:28 - INFO - Val Value_loss: 15.4375
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2025-12-26 14:24:28 - INFO - Val Value_mae: 3.7062
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2025-12-26 14:24:28 - INFO - Val Value_mse: 15.4375
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2025-12-26 14:36:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0002_val_loss_1.7727.chkpt
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2025-12-26 14:36:07 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0002_val_loss_1.7727.chkpt
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2025-12-26 14:36:07 - INFO -
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| 211 |
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2025-12-26 14:36:07 - INFO - Epoch 3/50 Summary:
|
| 212 |
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2025-12-26 14:36:07 - INFO - Train Loss: 1.7871
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| 213 |
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2025-12-26 14:36:07 - INFO - Train Num_policy_tokens: 8152.2756
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2025-12-26 14:36:07 - INFO - Train Num_value_predictions: 20.0000
|
| 215 |
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2025-12-26 14:36:07 - INFO - Train Policy_error: 0.3357
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2025-12-26 14:36:07 - INFO - Train Policy_loss: 1.6403
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2025-12-26 14:36:07 - INFO - Train Value_loss: 14.6880
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2025-12-26 14:36:07 - INFO - Train Value_mae: 3.6339
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2025-12-26 14:36:07 - INFO - Train Value_mse: 14.6880
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2025-12-26 14:36:07 - INFO - Val Loss: 1.7727
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2025-12-26 14:36:07 - INFO - Val Num_policy_tokens: 7518.2000
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| 222 |
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2025-12-26 14:36:07 - INFO - Val Num_value_predictions: 18.5000
|
| 223 |
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2025-12-26 14:36:07 - INFO - Val Policy_error: 0.3326
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2025-12-26 14:36:07 - INFO - Val Policy_loss: 1.6219
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2025-12-26 14:36:07 - INFO - Val Value_loss: 15.1813
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2025-12-26 14:36:07 - INFO - Val Value_mae: 3.6703
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| 227 |
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2025-12-26 14:36:07 - INFO - Val Value_mse: 15.1813
|
| 228 |
+
2025-12-26 14:47:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0003_val_loss_1.7641.chkpt
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| 229 |
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2025-12-26 14:47:46 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0003_val_loss_1.7641.chkpt
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2025-12-26 14:47:46 - INFO -
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| 231 |
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2025-12-26 14:47:46 - INFO - Epoch 4/50 Summary:
|
| 232 |
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2025-12-26 14:47:46 - INFO - Train Loss: 1.7721
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2025-12-26 14:47:46 - INFO - Train Num_policy_tokens: 8150.7411
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2025-12-26 14:47:46 - INFO - Train Num_value_predictions: 20.0000
|
| 235 |
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2025-12-26 14:47:46 - INFO - Train Policy_error: 0.3315
|
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2025-12-26 14:47:46 - INFO - Train Policy_loss: 1.6248
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2025-12-26 14:47:46 - INFO - Train Value_loss: 14.7307
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2025-12-26 14:47:46 - INFO - Train Value_mae: 3.6398
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2025-12-26 14:47:46 - INFO - Train Value_mse: 14.7307
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2025-12-26 14:47:46 - INFO - Val Loss: 1.7641
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2025-12-26 14:47:46 - INFO - Val Num_policy_tokens: 7518.2000
|
| 242 |
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2025-12-26 14:47:46 - INFO - Val Num_value_predictions: 18.5000
|
| 243 |
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2025-12-26 14:47:46 - INFO - Val Policy_error: 0.3310
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2025-12-26 14:47:46 - INFO - Val Policy_loss: 1.6109
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2025-12-26 14:47:46 - INFO - Val Value_loss: 15.1438
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2025-12-26 14:47:46 - INFO - Val Value_mae: 3.6750
|
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2025-12-26 14:47:46 - INFO - Val Value_mse: 15.1438
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2025-12-26 14:59:25 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0004_val_loss_1.7516.chkpt
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| 249 |
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2025-12-26 14:59:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0004_val_loss_1.7516.chkpt
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2025-12-26 14:59:25 - INFO -
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| 251 |
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2025-12-26 14:59:25 - INFO - Epoch 5/50 Summary:
|
| 252 |
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2025-12-26 14:59:25 - INFO - Train Loss: 1.7626
|
| 253 |
+
2025-12-26 14:59:25 - INFO - Train Num_policy_tokens: 8152.8205
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2025-12-26 14:59:25 - INFO - Train Num_value_predictions: 20.0000
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| 255 |
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2025-12-26 14:59:25 - INFO - Train Policy_error: 0.3284
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| 256 |
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2025-12-26 14:59:25 - INFO - Train Policy_loss: 1.6163
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2025-12-26 14:59:25 - INFO - Train Value_loss: 14.6337
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2025-12-26 14:59:25 - INFO - Train Value_mae: 3.6348
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2025-12-26 14:59:25 - INFO - Train Value_mse: 14.6337
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2025-12-26 14:59:25 - INFO - Val Loss: 1.7516
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2025-12-26 14:59:25 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:59:25 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:59:25 - INFO - Val Policy_error: 0.3285
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2025-12-26 14:59:25 - INFO - Val Policy_loss: 1.6055
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2025-12-26 14:59:25 - INFO - Val Value_loss: 14.5969
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2025-12-26 14:59:25 - INFO - Val Value_mae: 3.6187
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2025-12-26 14:59:25 - INFO - Val Value_mse: 14.5969
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2025-12-26 15:11:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0005_val_loss_1.7422.chkpt
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2025-12-26 15:11:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0005_val_loss_1.7422.chkpt
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2025-12-26 15:11:04 - INFO -
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2025-12-26 15:11:04 - INFO - Epoch 6/50 Summary:
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2025-12-26 15:11:04 - INFO - Train Loss: 1.7554
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2025-12-26 15:11:04 - INFO - Train Num_policy_tokens: 8149.4572
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2025-12-26 15:11:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:11:04 - INFO - Train Policy_error: 0.3257
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2025-12-26 15:11:04 - INFO - Train Policy_loss: 1.6096
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2025-12-26 15:11:04 - INFO - Train Value_loss: 14.5673
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2025-12-26 15:11:04 - INFO - Train Value_mae: 3.6173
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2025-12-26 15:11:04 - INFO - Train Value_mse: 14.5673
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2025-12-26 15:11:04 - INFO - Val Loss: 1.7422
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2025-12-26 15:11:04 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:11:04 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:11:04 - INFO - Val Policy_error: 0.3253
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2025-12-26 15:11:04 - INFO - Val Policy_loss: 1.5969
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2025-12-26 15:11:04 - INFO - Val Value_loss: 14.5531
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2025-12-26 15:11:04 - INFO - Val Value_mae: 3.5969
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2025-12-26 15:11:04 - INFO - Val Value_mse: 14.5531
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2025-12-26 15:22:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0006_val_loss_1.7375.chkpt
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2025-12-26 15:22:43 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0006_val_loss_1.7375.chkpt
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2025-12-26 15:22:43 - INFO -
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2025-12-26 15:22:43 - INFO - Epoch 7/50 Summary:
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2025-12-26 15:22:43 - INFO - Train Loss: 1.7516
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2025-12-26 15:22:43 - INFO - Train Num_policy_tokens: 8152.9958
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2025-12-26 15:22:43 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:22:43 - INFO - Train Policy_error: 0.3240
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2025-12-26 15:22:43 - INFO - Train Policy_loss: 1.6058
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2025-12-26 15:22:43 - INFO - Train Value_loss: 14.5799
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2025-12-26 15:22:43 - INFO - Train Value_mae: 3.6240
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2025-12-26 15:22:43 - INFO - Train Value_mse: 14.5799
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2025-12-26 15:22:43 - INFO - Val Loss: 1.7375
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2025-12-26 15:22:43 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:22:43 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:22:43 - INFO - Val Policy_error: 0.3237
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2025-12-26 15:22:43 - INFO - Val Policy_loss: 1.5938
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2025-12-26 15:22:43 - INFO - Val Value_loss: 14.5000
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2025-12-26 15:22:43 - INFO - Val Value_mae: 3.6156
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2025-12-26 15:22:43 - INFO - Val Value_mse: 14.5000
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2025-12-26 15:34:22 - INFO -
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2025-12-26 15:34:22 - INFO - Epoch 8/50 Summary:
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2025-12-26 15:34:22 - INFO - Train Loss: 1.7471
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2025-12-26 15:34:22 - INFO - Train Num_policy_tokens: 8151.4154
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2025-12-26 15:34:22 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:34:22 - INFO - Train Policy_error: 0.3222
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2025-12-26 15:34:22 - INFO - Train Policy_loss: 1.6014
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2025-12-26 15:34:22 - INFO - Train Value_loss: 14.5643
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2025-12-26 15:34:22 - INFO - Train Value_mae: 3.6181
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2025-12-26 15:34:22 - INFO - Train Value_mse: 14.5643
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2025-12-26 15:34:22 - INFO - Val Loss: 1.7391
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2025-12-26 15:34:22 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:34:22 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:34:22 - INFO - Val Policy_error: 0.3224
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2025-12-26 15:34:22 - INFO - Val Policy_loss: 1.5930
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2025-12-26 15:34:22 - INFO - Val Value_loss: 14.6875
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2025-12-26 15:34:22 - INFO - Val Value_mae: 3.6141
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2025-12-26 15:34:22 - INFO - Val Value_mse: 14.6875
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2025-12-26 15:46:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0008_val_loss_1.7352.chkpt
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2025-12-26 15:46:01 - INFO -
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2025-12-26 15:46:01 - INFO - Epoch 9/50 Summary:
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2025-12-26 15:46:01 - INFO - Train Loss: 1.7444
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2025-12-26 15:46:01 - INFO - Train Num_policy_tokens: 8151.7056
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2025-12-26 15:46:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:46:01 - INFO - Train Policy_error: 0.3209
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2025-12-26 15:46:01 - INFO - Train Policy_loss: 1.5991
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2025-12-26 15:46:01 - INFO - Train Value_loss: 14.5226
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2025-12-26 15:46:01 - INFO - Train Value_mae: 3.6153
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2025-12-26 15:46:01 - INFO - Train Value_mse: 14.5226
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2025-12-26 15:46:01 - INFO - Val Loss: 1.7352
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2025-12-26 15:46:01 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:46:01 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:46:01 - INFO - Val Policy_error: 0.3203
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2025-12-26 15:46:01 - INFO - Val Policy_loss: 1.5883
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2025-12-26 15:46:01 - INFO - Val Value_loss: 14.7250
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2025-12-26 15:46:01 - INFO - Val Value_mae: 3.6359
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2025-12-26 15:46:01 - INFO - Val Value_mse: 14.7250
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2025-12-26 15:57:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0009_val_loss_1.7305.chkpt
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2025-12-26 15:57:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0009_val_loss_1.7305.chkpt
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2025-12-26 15:57:40 - INFO -
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2025-12-26 15:57:40 - INFO - Epoch 10/50 Summary:
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2025-12-26 15:57:40 - INFO - Train Loss: 1.7420
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2025-12-26 15:57:40 - INFO - Train Num_policy_tokens: 8151.2797
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2025-12-26 15:57:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:57:40 - INFO - Train Policy_error: 0.3198
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2025-12-26 15:57:40 - INFO - Train Policy_loss: 1.5966
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2025-12-26 15:57:40 - INFO - Train Value_loss: 14.5221
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2025-12-26 15:57:40 - INFO - Train Value_mae: 3.6091
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2025-12-26 15:57:40 - INFO - Train Value_mse: 14.5221
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2025-12-26 15:57:40 - INFO - Val Loss: 1.7305
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2025-12-26 15:57:40 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:57:40 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:57:40 - INFO - Val Policy_error: 0.3192
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2025-12-26 15:57:40 - INFO - Val Policy_loss: 1.5852
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2025-12-26 15:57:40 - INFO - Val Value_loss: 14.4250
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2025-12-26 15:57:40 - INFO - Val Value_mae: 3.5938
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2025-12-26 15:57:40 - INFO - Val Value_mse: 14.4250
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2025-12-26 16:09:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:09:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:09:19 - INFO -
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2025-12-26 16:09:19 - INFO - Epoch 11/50 Summary:
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2025-12-26 16:09:19 - INFO - Train Loss: 1.7395
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2025-12-26 16:09:19 - INFO - Train Num_policy_tokens: 8149.9979
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2025-12-26 16:09:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:09:19 - INFO - Train Policy_error: 0.3185
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2025-12-26 16:09:19 - INFO - Train Policy_loss: 1.5944
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2025-12-26 16:09:19 - INFO - Train Value_loss: 14.5014
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2025-12-26 16:09:19 - INFO - Train Value_mae: 3.6036
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2025-12-26 16:09:19 - INFO - Train Value_mse: 14.5014
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2025-12-26 16:09:19 - INFO - Val Loss: 1.7320
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2025-12-26 16:09:19 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:09:19 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:09:19 - INFO - Val Policy_error: 0.3193
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2025-12-26 16:09:19 - INFO - Val Policy_loss: 1.5859
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2025-12-26 16:09:19 - INFO - Val Value_loss: 14.5656
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2025-12-26 16:09:19 - INFO - Val Value_mae: 3.6172
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2025-12-26 16:09:19 - INFO - Val Value_mse: 14.5656
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2025-12-26 16:20:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0011_val_loss_1.7281.chkpt
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2025-12-26 16:20:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0011_val_loss_1.7281.chkpt
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2025-12-26 16:20:57 - INFO -
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2025-12-26 16:20:57 - INFO - Epoch 12/50 Summary:
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2025-12-26 16:20:57 - INFO - Train Loss: 1.7378
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2025-12-26 16:20:57 - INFO - Train Num_policy_tokens: 8149.2359
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2025-12-26 16:20:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:20:57 - INFO - Train Policy_error: 0.3176
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2025-12-26 16:20:57 - INFO - Train Policy_loss: 1.5926
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2025-12-26 16:20:57 - INFO - Train Value_loss: 14.5072
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2025-12-26 16:20:57 - INFO - Train Value_mae: 3.6052
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2025-12-26 16:20:57 - INFO - Train Value_mse: 14.5072
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2025-12-26 16:20:57 - INFO - Val Loss: 1.7281
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2025-12-26 16:20:57 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:20:57 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:20:57 - INFO - Val Policy_error: 0.3172
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2025-12-26 16:20:57 - INFO - Val Policy_loss: 1.5836
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2025-12-26 16:20:57 - INFO - Val Value_loss: 14.4406
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2025-12-26 16:20:57 - INFO - Val Value_mae: 3.5922
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2025-12-26 16:20:57 - INFO - Val Value_mse: 14.4406
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2025-12-26 16:32:35 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:32:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:32:36 - INFO -
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2025-12-26 16:32:36 - INFO - Epoch 13/50 Summary:
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2025-12-26 16:32:36 - INFO - Train Loss: 1.7371
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2025-12-26 16:32:36 - INFO - Train Num_policy_tokens: 8155.5511
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2025-12-26 16:32:36 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:32:36 - INFO - Train Policy_error: 0.3169
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2025-12-26 16:32:36 - INFO - Train Policy_loss: 1.5922
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2025-12-26 16:32:36 - INFO - Train Value_loss: 14.4962
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2025-12-26 16:32:36 - INFO - Train Value_mae: 3.6077
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2025-12-26 16:32:36 - INFO - Train Value_mse: 14.4962
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2025-12-26 16:32:36 - INFO - Val Loss: 1.7281
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2025-12-26 16:32:36 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:32:36 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:32:36 - INFO - Val Policy_error: 0.3160
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2025-12-26 16:32:36 - INFO - Val Policy_loss: 1.5828
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2025-12-26 16:32:36 - INFO - Val Value_loss: 14.5563
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2025-12-26 16:32:36 - INFO - Val Value_mae: 3.5906
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2025-12-26 16:32:36 - INFO - Val Value_mse: 14.5563
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2025-12-26 16:44:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0013_val_loss_1.7250.chkpt
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2025-12-26 16:44:14 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0013_val_loss_1.7250.chkpt
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2025-12-26 16:44:14 - INFO -
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2025-12-26 16:44:14 - INFO - Epoch 14/50 Summary:
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2025-12-26 16:44:14 - INFO - Train Loss: 1.7354
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2025-12-26 16:44:14 - INFO - Train Num_policy_tokens: 8150.4342
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2025-12-26 16:44:14 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:44:14 - INFO - Train Policy_error: 0.3163
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2025-12-26 16:44:14 - INFO - Train Policy_loss: 1.5906
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2025-12-26 16:44:14 - INFO - Train Value_loss: 14.4829
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2025-12-26 16:44:14 - INFO - Train Value_mae: 3.6043
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2025-12-26 16:44:14 - INFO - Train Value_mse: 14.4829
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2025-12-26 16:44:14 - INFO - Val Loss: 1.7250
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2025-12-26 16:44:14 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:44:14 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:44:14 - INFO - Val Policy_error: 0.3167
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2025-12-26 16:44:14 - INFO - Val Policy_loss: 1.5813
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2025-12-26 16:44:14 - INFO - Val Value_loss: 14.4531
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2025-12-26 16:44:14 - INFO - Val Value_mae: 3.5766
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2025-12-26 16:44:14 - INFO - Val Value_mse: 14.4531
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2025-12-26 16:55:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:55:53 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:55:53 - INFO -
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2025-12-26 16:55:53 - INFO - Epoch 15/50 Summary:
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2025-12-26 16:55:53 - INFO - Train Loss: 1.7344
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2025-12-26 16:55:53 - INFO - Train Num_policy_tokens: 8150.2338
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2025-12-26 16:55:53 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:55:53 - INFO - Train Policy_error: 0.3156
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2025-12-26 16:55:53 - INFO - Train Policy_loss: 1.5898
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2025-12-26 16:55:53 - INFO - Train Value_loss: 14.4566
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2025-12-26 16:55:53 - INFO - Train Value_mae: 3.6014
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2025-12-26 16:55:53 - INFO - Train Value_mse: 14.4566
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2025-12-26 16:55:53 - INFO - Val Loss: 1.7266
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2025-12-26 16:55:53 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:55:53 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:55:53 - INFO - Val Policy_error: 0.3139
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2025-12-26 16:55:53 - INFO - Val Policy_loss: 1.5805
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2025-12-26 16:55:53 - INFO - Val Value_loss: 14.5094
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2025-12-26 16:55:53 - INFO - Val Value_mae: 3.5922
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2025-12-26 16:55:53 - INFO - Val Value_mse: 14.5094
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2025-12-26 17:07:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0015_val_loss_1.7227.chkpt
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2025-12-26 17:07:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0015_val_loss_1.7227.chkpt
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2025-12-26 17:07:32 - INFO -
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2025-12-26 17:07:32 - INFO - Epoch 16/50 Summary:
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2025-12-26 17:07:32 - INFO - Train Loss: 1.7332
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2025-12-26 17:07:32 - INFO - Train Num_policy_tokens: 8155.0397
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2025-12-26 17:07:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:07:32 - INFO - Train Policy_error: 0.3150
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2025-12-26 17:07:32 - INFO - Train Policy_loss: 1.5887
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2025-12-26 17:07:32 - INFO - Train Value_loss: 14.4582
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2025-12-26 17:07:32 - INFO - Train Value_mae: 3.6022
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2025-12-26 17:07:32 - INFO - Train Value_mse: 14.4582
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2025-12-26 17:07:32 - INFO - Val Loss: 1.7227
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2025-12-26 17:07:32 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:07:32 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:07:32 - INFO - Val Policy_error: 0.3144
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2025-12-26 17:07:32 - INFO - Val Policy_loss: 1.5797
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2025-12-26 17:07:32 - INFO - Val Value_loss: 14.4625
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2025-12-26 17:07:32 - INFO - Val Value_mae: 3.5812
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2025-12-26 17:07:32 - INFO - Val Value_mse: 14.4625
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2025-12-26 17:19:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:19:11 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:19:11 - INFO -
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2025-12-26 17:19:11 - INFO - Epoch 17/50 Summary:
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2025-12-26 17:19:11 - INFO - Train Loss: 1.7329
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2025-12-26 17:19:11 - INFO - Train Num_policy_tokens: 8151.7307
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2025-12-26 17:19:11 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:19:11 - INFO - Train Policy_error: 0.3147
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2025-12-26 17:19:11 - INFO - Train Policy_loss: 1.5885
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2025-12-26 17:19:11 - INFO - Train Value_loss: 14.4521
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2025-12-26 17:19:11 - INFO - Train Value_mae: 3.5993
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2025-12-26 17:19:11 - INFO - Train Value_mse: 14.4521
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2025-12-26 17:19:11 - INFO - Val Loss: 1.7242
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2025-12-26 17:19:11 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:19:11 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:19:11 - INFO - Val Policy_error: 0.3131
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2025-12-26 17:19:11 - INFO - Val Policy_loss: 1.5789
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2025-12-26 17:19:11 - INFO - Val Value_loss: 14.4969
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2025-12-26 17:19:11 - INFO - Val Value_mae: 3.5844
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2025-12-26 17:19:11 - INFO - Val Value_mse: 14.4969
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2025-12-26 17:30:49 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:30:50 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:30:50 - INFO -
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| 511 |
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2025-12-26 17:30:50 - INFO - Epoch 18/50 Summary:
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| 512 |
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2025-12-26 17:30:50 - INFO - Train Loss: 1.7318
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| 513 |
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2025-12-26 17:30:50 - INFO - Train Num_policy_tokens: 8151.7140
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2025-12-26 17:30:50 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:30:50 - INFO - Train Policy_error: 0.3141
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2025-12-26 17:30:50 - INFO - Train Policy_loss: 1.5873
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2025-12-26 17:30:50 - INFO - Train Value_loss: 14.4547
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2025-12-26 17:30:50 - INFO - Train Value_mae: 3.6017
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2025-12-26 17:30:50 - INFO - Train Value_mse: 14.4547
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2025-12-26 17:30:50 - INFO - Val Loss: 1.7250
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2025-12-26 17:30:50 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:30:50 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:30:50 - INFO - Val Policy_error: 0.3129
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2025-12-26 17:30:50 - INFO - Val Policy_loss: 1.5789
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2025-12-26 17:30:50 - INFO - Val Value_loss: 14.5500
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2025-12-26 17:30:50 - INFO - Val Value_mae: 3.5953
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2025-12-26 17:30:50 - INFO - Val Value_mse: 14.5500
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2025-12-26 17:42:29 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:42:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:42:29 - INFO -
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| 531 |
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2025-12-26 17:42:29 - INFO - Epoch 19/50 Summary:
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| 532 |
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2025-12-26 17:42:29 - INFO - Train Loss: 1.7317
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| 533 |
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2025-12-26 17:42:29 - INFO - Train Num_policy_tokens: 8154.4656
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2025-12-26 17:42:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:42:29 - INFO - Train Policy_error: 0.3138
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2025-12-26 17:42:29 - INFO - Train Policy_loss: 1.5872
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2025-12-26 17:42:29 - INFO - Train Value_loss: 14.4406
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2025-12-26 17:42:29 - INFO - Train Value_mae: 3.5977
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2025-12-26 17:42:29 - INFO - Train Value_mse: 14.4406
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2025-12-26 17:42:29 - INFO - Val Loss: 1.7242
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2025-12-26 17:42:29 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:42:29 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:42:29 - INFO - Val Policy_error: 0.3124
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2025-12-26 17:42:29 - INFO - Val Policy_loss: 1.5789
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2025-12-26 17:42:29 - INFO - Val Value_loss: 14.5437
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2025-12-26 17:42:29 - INFO - Val Value_mae: 3.5953
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2025-12-26 17:42:29 - INFO - Val Value_mse: 14.5437
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2025-12-26 17:54:08 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:54:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:54:09 - INFO -
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2025-12-26 17:54:09 - INFO - Epoch 20/50 Summary:
|
| 552 |
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2025-12-26 17:54:09 - INFO - Train Loss: 1.7307
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| 553 |
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2025-12-26 17:54:09 - INFO - Train Num_policy_tokens: 8150.2296
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2025-12-26 17:54:09 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:54:09 - INFO - Train Policy_error: 0.3135
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2025-12-26 17:54:09 - INFO - Train Policy_loss: 1.5866
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2025-12-26 17:54:09 - INFO - Train Value_loss: 14.4293
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2025-12-26 17:54:09 - INFO - Train Value_mae: 3.5979
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2025-12-26 17:54:09 - INFO - Train Value_mse: 14.4293
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2025-12-26 17:54:09 - INFO - Val Loss: 1.7242
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2025-12-26 17:54:09 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:54:09 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:54:09 - INFO - Val Policy_error: 0.3121
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2025-12-26 17:54:09 - INFO - Val Policy_loss: 1.5781
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2025-12-26 17:54:09 - INFO - Val Value_loss: 14.5437
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2025-12-26 17:54:09 - INFO - Val Value_mae: 3.5938
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2025-12-26 17:54:09 - INFO - Val Value_mse: 14.5437
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2025-12-26 18:05:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:05:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:05:48 - INFO -
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| 571 |
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2025-12-26 18:05:48 - INFO - Epoch 21/50 Summary:
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| 572 |
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2025-12-26 18:05:48 - INFO - Train Loss: 1.7311
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2025-12-26 18:05:48 - INFO - Train Num_policy_tokens: 8148.9123
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2025-12-26 18:05:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:05:48 - INFO - Train Policy_error: 0.3132
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2025-12-26 18:05:48 - INFO - Train Policy_loss: 1.5866
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2025-12-26 18:05:48 - INFO - Train Value_loss: 14.4149
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2025-12-26 18:05:48 - INFO - Train Value_mae: 3.5967
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2025-12-26 18:05:48 - INFO - Train Value_mse: 14.4149
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2025-12-26 18:05:48 - INFO - Val Loss: 1.7250
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2025-12-26 18:05:48 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:05:48 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:05:48 - INFO - Val Policy_error: 0.3125
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2025-12-26 18:05:48 - INFO - Val Policy_loss: 1.5789
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2025-12-26 18:05:48 - INFO - Val Value_loss: 14.5687
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2025-12-26 18:05:48 - INFO - Val Value_mae: 3.5969
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2025-12-26 18:05:48 - INFO - Val Value_mse: 14.5687
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2025-12-26 18:17:26 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:17:26 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:17:26 - INFO -
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| 591 |
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2025-12-26 18:17:26 - INFO - Epoch 22/50 Summary:
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| 592 |
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2025-12-26 18:17:26 - INFO - Train Loss: 1.7303
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| 593 |
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2025-12-26 18:17:26 - INFO - Train Num_policy_tokens: 8151.0188
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2025-12-26 18:17:26 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:17:26 - INFO - Train Policy_error: 0.3131
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2025-12-26 18:17:26 - INFO - Train Policy_loss: 1.5862
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2025-12-26 18:17:26 - INFO - Train Value_loss: 14.4229
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2025-12-26 18:17:26 - INFO - Train Value_mae: 3.5960
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2025-12-26 18:17:26 - INFO - Train Value_mse: 14.4229
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2025-12-26 18:17:26 - INFO - Val Loss: 1.7242
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2025-12-26 18:17:26 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:17:26 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:17:26 - INFO - Val Policy_error: 0.3118
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2025-12-26 18:17:26 - INFO - Val Policy_loss: 1.5789
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2025-12-26 18:17:26 - INFO - Val Value_loss: 14.5281
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2025-12-26 18:17:26 - INFO - Val Value_mae: 3.5891
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2025-12-26 18:17:26 - INFO - Val Value_mse: 14.5281
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2025-12-26 18:29:04 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:29:05 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:29:05 - INFO -
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2025-12-26 18:29:05 - INFO - Epoch 23/50 Summary:
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2025-12-26 18:29:05 - INFO - Train Loss: 1.7294
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2025-12-26 18:29:05 - INFO - Train Num_policy_tokens: 8150.8476
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2025-12-26 18:29:05 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:29:05 - INFO - Train Policy_error: 0.3127
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2025-12-26 18:29:05 - INFO - Train Policy_loss: 1.5855
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2025-12-26 18:29:05 - INFO - Train Value_loss: 14.4105
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2025-12-26 18:29:05 - INFO - Train Value_mae: 3.5946
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2025-12-26 18:29:05 - INFO - Train Value_mse: 14.4105
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2025-12-26 18:29:05 - INFO - Val Loss: 1.7242
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2025-12-26 18:29:05 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:29:05 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:29:05 - INFO - Val Policy_error: 0.3120
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2025-12-26 18:29:05 - INFO - Val Policy_loss: 1.5789
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2025-12-26 18:29:05 - INFO - Val Value_loss: 14.5781
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2025-12-26 18:29:05 - INFO - Val Value_mae: 3.5969
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2025-12-26 18:29:05 - INFO - Val Value_mse: 14.5781
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2025-12-26 18:40:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:40:44 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:40:44 - INFO -
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| 631 |
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2025-12-26 18:40:44 - INFO - Epoch 24/50 Summary:
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| 632 |
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2025-12-26 18:40:44 - INFO - Train Loss: 1.7293
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2025-12-26 18:40:44 - INFO - Train Num_policy_tokens: 8140.9165
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2025-12-26 18:40:44 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:40:44 - INFO - Train Policy_error: 0.3126
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2025-12-26 18:40:44 - INFO - Train Policy_loss: 1.5851
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2025-12-26 18:40:44 - INFO - Train Value_loss: 14.4083
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2025-12-26 18:40:44 - INFO - Train Value_mae: 3.5940
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2025-12-26 18:40:44 - INFO - Train Value_mse: 14.4083
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2025-12-26 18:40:44 - INFO - Val Loss: 1.7227
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2025-12-26 18:40:44 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:40:44 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:40:44 - INFO - Val Policy_error: 0.3113
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2025-12-26 18:40:44 - INFO - Val Policy_loss: 1.5781
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2025-12-26 18:40:44 - INFO - Val Value_loss: 14.5531
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2025-12-26 18:40:44 - INFO - Val Value_mae: 3.5953
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2025-12-26 18:40:44 - INFO - Val Value_mse: 14.5531
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2025-12-26 18:52:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:52:23 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:52:23 - INFO -
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| 651 |
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2025-12-26 18:52:23 - INFO - Epoch 25/50 Summary:
|
| 652 |
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2025-12-26 18:52:23 - INFO - Train Loss: 1.7293
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| 653 |
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2025-12-26 18:52:23 - INFO - Train Num_policy_tokens: 8149.4509
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2025-12-26 18:52:23 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:52:23 - INFO - Train Policy_error: 0.3125
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2025-12-26 18:52:23 - INFO - Train Policy_loss: 1.5850
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2025-12-26 18:52:23 - INFO - Train Value_loss: 14.4248
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2025-12-26 18:52:23 - INFO - Train Value_mae: 3.5972
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2025-12-26 18:52:23 - INFO - Train Value_mse: 14.4248
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2025-12-26 18:52:23 - INFO - Val Loss: 1.7242
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2025-12-26 18:52:23 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:52:23 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:52:23 - INFO - Val Policy_error: 0.3121
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2025-12-26 18:52:23 - INFO - Val Policy_loss: 1.5789
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2025-12-26 18:52:23 - INFO - Val Value_loss: 14.5437
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2025-12-26 18:52:23 - INFO - Val Value_mae: 3.6000
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2025-12-26 18:52:23 - INFO - Val Value_mse: 14.5437
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2025-12-26 19:04:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:04:02 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:04:02 - INFO -
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2025-12-26 19:04:02 - INFO - Epoch 26/50 Summary:
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| 672 |
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2025-12-26 19:04:02 - INFO - Train Loss: 1.7292
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2025-12-26 19:04:02 - INFO - Train Num_policy_tokens: 8146.5658
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2025-12-26 19:04:02 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 19:04:02 - INFO - Train Policy_error: 0.3123
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2025-12-26 19:04:02 - INFO - Train Policy_loss: 1.5851
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2025-12-26 19:04:02 - INFO - Train Value_loss: 14.4149
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2025-12-26 19:04:02 - INFO - Train Value_mae: 3.5965
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2025-12-26 19:04:02 - INFO - Train Value_mse: 14.4149
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2025-12-26 19:04:02 - INFO - Val Loss: 1.7234
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2025-12-26 19:04:02 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 19:04:02 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 19:04:02 - INFO - Val Policy_error: 0.3107
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2025-12-26 19:04:02 - INFO - Val Policy_loss: 1.5773
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2025-12-26 19:04:02 - INFO - Val Value_loss: 14.5625
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2025-12-26 19:04:02 - INFO - Val Value_mae: 3.5953
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2025-12-26 19:04:02 - INFO - Val Value_mse: 14.5625
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2025-12-26 19:15:41 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:15:41 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:15:41 - INFO -
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2025-12-26 19:15:41 - INFO - Epoch 27/50 Summary:
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2025-12-26 19:15:41 - INFO - Train Loss: 1.7290
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2025-12-26 19:15:41 - INFO - Train Num_policy_tokens: 8153.3361
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2025-12-26 19:15:41 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 19:15:41 - INFO - Train Policy_error: 0.3121
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2025-12-26 19:15:41 - INFO - Train Policy_loss: 1.5849
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2025-12-26 19:15:41 - INFO - Train Value_loss: 14.4171
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2025-12-26 19:15:41 - INFO - Train Value_mae: 3.5951
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2025-12-26 19:15:41 - INFO - Train Value_mse: 14.4171
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2025-12-26 19:15:41 - INFO - Val Loss: 1.7242
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2025-12-26 19:15:41 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 19:15:41 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 19:15:41 - INFO - Val Policy_error: 0.3110
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2025-12-26 19:15:41 - INFO - Val Policy_loss: 1.5789
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2025-12-26 19:15:41 - INFO - Val Value_loss: 14.5656
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2025-12-26 19:15:41 - INFO - Val Value_mae: 3.5953
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2025-12-26 19:15:41 - INFO - Val Value_mse: 14.5656
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2025-12-26 19:27:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:27:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:27:19 - INFO -
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2025-12-26 19:27:19 - INFO - Epoch 28/50 Summary:
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2025-12-26 19:27:19 - INFO - Train Loss: 1.7286
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2025-12-26 19:27:19 - INFO - Train Num_policy_tokens: 8151.3403
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2025-12-26 19:27:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 19:27:19 - INFO - Train Policy_error: 0.3120
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2025-12-26 19:27:19 - INFO - Train Policy_loss: 1.5845
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2025-12-26 19:27:19 - INFO - Train Value_loss: 14.4003
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2025-12-26 19:27:19 - INFO - Train Value_mae: 3.5915
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2025-12-26 19:27:19 - INFO - Train Value_mse: 14.4003
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2025-12-26 19:27:19 - INFO - Val Loss: 1.7234
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2025-12-26 19:27:19 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 19:27:19 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 19:27:19 - INFO - Val Policy_error: 0.3114
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2025-12-26 19:27:19 - INFO - Val Policy_loss: 1.5781
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2025-12-26 19:27:19 - INFO - Val Value_loss: 14.5969
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2025-12-26 19:27:19 - INFO - Val Value_mae: 3.6016
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2025-12-26 19:27:19 - INFO - Val Value_mse: 14.5969
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2025-12-26 19:38:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:38:58 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:38:58 - INFO -
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2025-12-26 19:38:58 - INFO - Epoch 29/50 Summary:
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2025-12-26 19:38:58 - INFO - Train Loss: 1.7287
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| 733 |
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2025-12-26 19:38:58 - INFO - Train Num_policy_tokens: 8153.6180
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2025-12-26 19:38:58 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 19:38:58 - INFO - Train Policy_error: 0.3119
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2025-12-26 19:38:58 - INFO - Train Policy_loss: 1.5846
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2025-12-26 19:38:58 - INFO - Train Value_loss: 14.3980
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2025-12-26 19:38:58 - INFO - Train Value_mae: 3.5929
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2025-12-26 19:38:58 - INFO - Train Value_mse: 14.3980
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2025-12-26 19:38:58 - INFO - Val Loss: 1.7250
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2025-12-26 19:38:58 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 19:38:58 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 19:38:58 - INFO - Val Policy_error: 0.3108
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2025-12-26 19:38:58 - INFO - Val Policy_loss: 1.5789
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2025-12-26 19:38:58 - INFO - Val Value_loss: 14.5781
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2025-12-26 19:38:58 - INFO - Val Value_mae: 3.5969
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2025-12-26 19:38:58 - INFO - Val Value_mse: 14.5781
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2025-12-26 19:50:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:50:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 19:50:37 - INFO -
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2025-12-26 19:50:37 - INFO - Epoch 30/50 Summary:
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2025-12-26 19:50:37 - INFO - Train Loss: 1.7284
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2025-12-26 19:50:37 - INFO - Train Num_policy_tokens: 8152.6806
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2025-12-26 19:50:37 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 19:50:37 - INFO - Train Policy_error: 0.3117
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2025-12-26 19:50:37 - INFO - Train Policy_loss: 1.5844
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2025-12-26 19:50:37 - INFO - Train Value_loss: 14.3942
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2025-12-26 19:50:37 - INFO - Train Value_mae: 3.5943
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2025-12-26 19:50:37 - INFO - Train Value_mse: 14.3942
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2025-12-26 19:50:37 - INFO - Val Loss: 1.7258
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2025-12-26 19:50:37 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 19:50:37 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 19:50:37 - INFO - Val Policy_error: 0.3104
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2025-12-26 19:50:37 - INFO - Val Policy_loss: 1.5789
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2025-12-26 19:50:37 - INFO - Val Value_loss: 14.5875
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2025-12-26 19:50:37 - INFO - Val Value_mae: 3.5969
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2025-12-26 19:50:37 - INFO - Val Value_mse: 14.5875
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2025-12-26 20:02:15 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:02:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:02:16 - INFO -
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2025-12-26 20:02:16 - INFO - Epoch 31/50 Summary:
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2025-12-26 20:02:16 - INFO - Train Loss: 1.7282
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2025-12-26 20:02:16 - INFO - Train Num_policy_tokens: 8148.9102
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2025-12-26 20:02:16 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 20:02:16 - INFO - Train Policy_error: 0.3116
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2025-12-26 20:02:16 - INFO - Train Policy_loss: 1.5841
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2025-12-26 20:02:16 - INFO - Train Value_loss: 14.3873
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2025-12-26 20:02:16 - INFO - Train Value_mae: 3.5928
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2025-12-26 20:02:16 - INFO - Train Value_mse: 14.3873
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2025-12-26 20:02:16 - INFO - Val Loss: 1.7242
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2025-12-26 20:02:16 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 20:02:16 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 20:02:16 - INFO - Val Policy_error: 0.3115
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2025-12-26 20:02:16 - INFO - Val Policy_loss: 1.5781
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2025-12-26 20:02:16 - INFO - Val Value_loss: 14.5500
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2025-12-26 20:02:16 - INFO - Val Value_mae: 3.6000
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2025-12-26 20:02:16 - INFO - Val Value_mse: 14.5500
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2025-12-26 20:13:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:13:54 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:13:54 - INFO -
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2025-12-26 20:13:54 - INFO - Epoch 32/50 Summary:
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2025-12-26 20:13:54 - INFO - Train Loss: 1.7278
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2025-12-26 20:13:54 - INFO - Train Num_policy_tokens: 8152.8810
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2025-12-26 20:13:54 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 20:13:54 - INFO - Train Policy_error: 0.3116
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2025-12-26 20:13:54 - INFO - Train Policy_loss: 1.5840
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2025-12-26 20:13:54 - INFO - Train Value_loss: 14.3806
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2025-12-26 20:13:54 - INFO - Train Value_mae: 3.5932
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2025-12-26 20:13:54 - INFO - Train Value_mse: 14.3806
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2025-12-26 20:13:54 - INFO - Val Loss: 1.7242
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2025-12-26 20:13:54 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 20:13:54 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 20:13:54 - INFO - Val Policy_error: 0.3107
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2025-12-26 20:13:54 - INFO - Val Policy_loss: 1.5781
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2025-12-26 20:13:54 - INFO - Val Value_loss: 14.5875
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2025-12-26 20:13:54 - INFO - Val Value_mae: 3.5984
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2025-12-26 20:13:54 - INFO - Val Value_mse: 14.5875
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2025-12-26 20:25:32 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:25:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:25:32 - INFO -
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2025-12-26 20:25:32 - INFO - Epoch 33/50 Summary:
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2025-12-26 20:25:32 - INFO - Train Loss: 1.7273
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2025-12-26 20:25:32 - INFO - Train Num_policy_tokens: 8151.2797
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2025-12-26 20:25:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 20:25:32 - INFO - Train Policy_error: 0.3114
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2025-12-26 20:25:32 - INFO - Train Policy_loss: 1.5835
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2025-12-26 20:25:32 - INFO - Train Value_loss: 14.3888
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2025-12-26 20:25:32 - INFO - Train Value_mae: 3.5922
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2025-12-26 20:25:32 - INFO - Train Value_mse: 14.3888
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2025-12-26 20:25:32 - INFO - Val Loss: 1.7234
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2025-12-26 20:25:32 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 20:25:32 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 20:25:32 - INFO - Val Policy_error: 0.3108
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2025-12-26 20:25:32 - INFO - Val Policy_loss: 1.5789
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2025-12-26 20:25:32 - INFO - Val Value_loss: 14.5594
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2025-12-26 20:25:32 - INFO - Val Value_mae: 3.6000
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2025-12-26 20:25:32 - INFO - Val Value_mse: 14.5594
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2025-12-26 20:37:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:37:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:37:10 - INFO -
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2025-12-26 20:37:10 - INFO - Epoch 34/50 Summary:
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2025-12-26 20:37:10 - INFO - Train Loss: 1.7277
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2025-12-26 20:37:10 - INFO - Train Num_policy_tokens: 8152.3779
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2025-12-26 20:37:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 20:37:10 - INFO - Train Policy_error: 0.3114
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2025-12-26 20:37:10 - INFO - Train Policy_loss: 1.5838
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2025-12-26 20:37:10 - INFO - Train Value_loss: 14.3912
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2025-12-26 20:37:10 - INFO - Train Value_mae: 3.5940
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2025-12-26 20:37:10 - INFO - Train Value_mse: 14.3912
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2025-12-26 20:37:10 - INFO - Val Loss: 1.7242
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2025-12-26 20:37:10 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 20:37:10 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 20:37:10 - INFO - Val Policy_error: 0.3103
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2025-12-26 20:37:10 - INFO - Val Policy_loss: 1.5781
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2025-12-26 20:37:10 - INFO - Val Value_loss: 14.6031
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2025-12-26 20:37:10 - INFO - Val Value_mae: 3.6000
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2025-12-26 20:37:10 - INFO - Val Value_mse: 14.6031
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2025-12-26 20:48:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:48:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 20:48:48 - INFO -
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2025-12-26 20:48:48 - INFO - Epoch 35/50 Summary:
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2025-12-26 20:48:48 - INFO - Train Loss: 1.7273
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2025-12-26 20:48:48 - INFO - Train Num_policy_tokens: 8151.4885
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2025-12-26 20:48:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 20:48:48 - INFO - Train Policy_error: 0.3114
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2025-12-26 20:48:48 - INFO - Train Policy_loss: 1.5836
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2025-12-26 20:48:48 - INFO - Train Value_loss: 14.3897
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2025-12-26 20:48:48 - INFO - Train Value_mae: 3.5927
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2025-12-26 20:48:48 - INFO - Train Value_mse: 14.3897
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2025-12-26 20:48:48 - INFO - Val Loss: 1.7234
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2025-12-26 20:48:48 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 20:48:48 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 20:48:48 - INFO - Val Policy_error: 0.3111
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2025-12-26 20:48:48 - INFO - Val Policy_loss: 1.5781
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2025-12-26 20:48:48 - INFO - Val Value_loss: 14.5750
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2025-12-26 20:48:48 - INFO - Val Value_mae: 3.5953
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2025-12-26 20:48:48 - INFO - Val Value_mse: 14.5750
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2025-12-26 21:00:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0035_val_loss_1.7219.chkpt
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2025-12-26 21:00:27 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/ep0035_val_loss_1.7219.chkpt
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2025-12-26 21:00:27 - INFO -
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2025-12-26 21:00:27 - INFO - Epoch 36/50 Summary:
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2025-12-26 21:00:27 - INFO - Train Loss: 1.7275
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2025-12-26 21:00:27 - INFO - Train Num_policy_tokens: 8149.4468
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2025-12-26 21:00:27 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:00:27 - INFO - Train Policy_error: 0.3114
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2025-12-26 21:00:27 - INFO - Train Policy_loss: 1.5837
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2025-12-26 21:00:27 - INFO - Train Value_loss: 14.3781
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2025-12-26 21:00:27 - INFO - Train Value_mae: 3.5911
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2025-12-26 21:00:27 - INFO - Train Value_mse: 14.3781
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2025-12-26 21:00:27 - INFO - Val Loss: 1.7219
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2025-12-26 21:00:27 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:00:27 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:00:27 - INFO - Val Policy_error: 0.3103
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2025-12-26 21:00:27 - INFO - Val Policy_loss: 1.5766
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2025-12-26 21:00:27 - INFO - Val Value_loss: 14.5781
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2025-12-26 21:00:27 - INFO - Val Value_mae: 3.6000
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2025-12-26 21:00:27 - INFO - Val Value_mse: 14.5781
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2025-12-26 21:12:05 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:12:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:12:06 - INFO -
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2025-12-26 21:12:06 - INFO - Epoch 37/50 Summary:
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2025-12-26 21:12:06 - INFO - Train Loss: 1.7277
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2025-12-26 21:12:06 - INFO - Train Num_policy_tokens: 8149.4489
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2025-12-26 21:12:06 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:12:06 - INFO - Train Policy_error: 0.3113
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2025-12-26 21:12:06 - INFO - Train Policy_loss: 1.5838
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2025-12-26 21:12:06 - INFO - Train Value_loss: 14.3800
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2025-12-26 21:12:06 - INFO - Train Value_mae: 3.5912
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2025-12-26 21:12:06 - INFO - Train Value_mse: 14.3800
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2025-12-26 21:12:06 - INFO - Val Loss: 1.7234
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2025-12-26 21:12:06 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:12:06 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:12:06 - INFO - Val Policy_error: 0.3101
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2025-12-26 21:12:06 - INFO - Val Policy_loss: 1.5781
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2025-12-26 21:12:06 - INFO - Val Value_loss: 14.5625
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2025-12-26 21:12:06 - INFO - Val Value_mae: 3.5969
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2025-12-26 21:12:06 - INFO - Val Value_mse: 14.5625
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2025-12-26 21:23:44 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:23:44 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:23:44 - INFO -
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| 911 |
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2025-12-26 21:23:44 - INFO - Epoch 38/50 Summary:
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| 912 |
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2025-12-26 21:23:44 - INFO - Train Loss: 1.7272
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| 913 |
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2025-12-26 21:23:44 - INFO - Train Num_policy_tokens: 8150.9791
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2025-12-26 21:23:44 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:23:44 - INFO - Train Policy_error: 0.3111
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2025-12-26 21:23:44 - INFO - Train Policy_loss: 1.5833
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2025-12-26 21:23:44 - INFO - Train Value_loss: 14.3919
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2025-12-26 21:23:44 - INFO - Train Value_mae: 3.5916
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2025-12-26 21:23:44 - INFO - Train Value_mse: 14.3919
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2025-12-26 21:23:44 - INFO - Val Loss: 1.7242
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2025-12-26 21:23:44 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:23:44 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:23:44 - INFO - Val Policy_error: 0.3104
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2025-12-26 21:23:44 - INFO - Val Policy_loss: 1.5781
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2025-12-26 21:23:44 - INFO - Val Value_loss: 14.5687
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2025-12-26 21:23:44 - INFO - Val Value_mae: 3.5938
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2025-12-26 21:23:44 - INFO - Val Value_mse: 14.5687
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2025-12-26 21:35:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:35:23 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:35:23 - INFO -
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| 931 |
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2025-12-26 21:35:23 - INFO - Epoch 39/50 Summary:
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| 932 |
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2025-12-26 21:35:23 - INFO - Train Loss: 1.7271
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| 933 |
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2025-12-26 21:35:23 - INFO - Train Num_policy_tokens: 8152.7891
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2025-12-26 21:35:23 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:35:23 - INFO - Train Policy_error: 0.3111
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2025-12-26 21:35:23 - INFO - Train Policy_loss: 1.5835
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2025-12-26 21:35:23 - INFO - Train Value_loss: 14.3687
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2025-12-26 21:35:23 - INFO - Train Value_mae: 3.5884
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2025-12-26 21:35:23 - INFO - Train Value_mse: 14.3687
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2025-12-26 21:35:23 - INFO - Val Loss: 1.7219
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2025-12-26 21:35:23 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:35:23 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:35:23 - INFO - Val Policy_error: 0.3101
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2025-12-26 21:35:23 - INFO - Val Policy_loss: 1.5766
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2025-12-26 21:35:23 - INFO - Val Value_loss: 14.5625
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2025-12-26 21:35:23 - INFO - Val Value_mae: 3.5953
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2025-12-26 21:35:23 - INFO - Val Value_mse: 14.5625
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2025-12-26 21:47:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:47:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:47:01 - INFO -
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| 951 |
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2025-12-26 21:47:01 - INFO - Epoch 40/50 Summary:
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2025-12-26 21:47:01 - INFO - Train Loss: 1.7272
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| 953 |
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2025-12-26 21:47:01 - INFO - Train Num_policy_tokens: 8146.8017
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2025-12-26 21:47:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:47:01 - INFO - Train Policy_error: 0.3111
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2025-12-26 21:47:01 - INFO - Train Policy_loss: 1.5835
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2025-12-26 21:47:01 - INFO - Train Value_loss: 14.3789
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2025-12-26 21:47:01 - INFO - Train Value_mae: 3.5916
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2025-12-26 21:47:01 - INFO - Train Value_mse: 14.3789
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2025-12-26 21:47:01 - INFO - Val Loss: 1.7234
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2025-12-26 21:47:01 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:47:01 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:47:01 - INFO - Val Policy_error: 0.3109
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2025-12-26 21:47:01 - INFO - Val Policy_loss: 1.5781
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2025-12-26 21:47:01 - INFO - Val Value_loss: 14.5750
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2025-12-26 21:47:01 - INFO - Val Value_mae: 3.5938
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2025-12-26 21:47:01 - INFO - Val Value_mse: 14.5750
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2025-12-26 21:58:40 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:58:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 21:58:40 - INFO -
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2025-12-26 21:58:40 - INFO - Epoch 41/50 Summary:
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2025-12-26 21:58:40 - INFO - Train Loss: 1.7273
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2025-12-26 21:58:40 - INFO - Train Num_policy_tokens: 8151.4447
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2025-12-26 21:58:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 21:58:40 - INFO - Train Policy_error: 0.3110
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2025-12-26 21:58:40 - INFO - Train Policy_loss: 1.5833
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2025-12-26 21:58:40 - INFO - Train Value_loss: 14.3763
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2025-12-26 21:58:40 - INFO - Train Value_mae: 3.5903
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2025-12-26 21:58:40 - INFO - Train Value_mse: 14.3763
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2025-12-26 21:58:40 - INFO - Val Loss: 1.7227
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2025-12-26 21:58:40 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 21:58:40 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 21:58:40 - INFO - Val Policy_error: 0.3103
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2025-12-26 21:58:40 - INFO - Val Policy_loss: 1.5781
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2025-12-26 21:58:40 - INFO - Val Value_loss: 14.5750
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2025-12-26 21:58:40 - INFO - Val Value_mae: 3.5969
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2025-12-26 21:58:40 - INFO - Val Value_mse: 14.5750
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2025-12-26 22:10:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:10:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:10:19 - INFO -
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2025-12-26 22:10:19 - INFO - Epoch 42/50 Summary:
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| 992 |
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2025-12-26 22:10:19 - INFO - Train Loss: 1.7271
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2025-12-26 22:10:19 - INFO - Train Num_policy_tokens: 8151.0438
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2025-12-26 22:10:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 22:10:19 - INFO - Train Policy_error: 0.3110
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2025-12-26 22:10:19 - INFO - Train Policy_loss: 1.5832
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2025-12-26 22:10:19 - INFO - Train Value_loss: 14.3854
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2025-12-26 22:10:19 - INFO - Train Value_mae: 3.5911
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2025-12-26 22:10:19 - INFO - Train Value_mse: 14.3854
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2025-12-26 22:10:19 - INFO - Val Loss: 1.7227
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2025-12-26 22:10:19 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 22:10:19 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 22:10:19 - INFO - Val Policy_error: 0.3102
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2025-12-26 22:10:19 - INFO - Val Policy_loss: 1.5766
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2025-12-26 22:10:19 - INFO - Val Value_loss: 14.5531
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2025-12-26 22:10:19 - INFO - Val Value_mae: 3.5906
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2025-12-26 22:10:19 - INFO - Val Value_mse: 14.5531
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2025-12-26 22:21:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:21:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:21:57 - INFO -
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2025-12-26 22:21:57 - INFO - Epoch 43/50 Summary:
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2025-12-26 22:21:57 - INFO - Train Loss: 1.7271
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2025-12-26 22:21:57 - INFO - Train Num_policy_tokens: 8149.3194
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2025-12-26 22:21:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 22:21:57 - INFO - Train Policy_error: 0.3110
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2025-12-26 22:21:57 - INFO - Train Policy_loss: 1.5833
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2025-12-26 22:21:57 - INFO - Train Value_loss: 14.3728
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2025-12-26 22:21:57 - INFO - Train Value_mae: 3.5882
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2025-12-26 22:21:57 - INFO - Train Value_mse: 14.3728
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2025-12-26 22:21:57 - INFO - Val Loss: 1.7219
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2025-12-26 22:21:57 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 22:21:57 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 22:21:57 - INFO - Val Policy_error: 0.3105
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2025-12-26 22:21:57 - INFO - Val Policy_loss: 1.5766
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2025-12-26 22:21:57 - INFO - Val Value_loss: 14.5813
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2025-12-26 22:21:57 - INFO - Val Value_mae: 3.5969
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2025-12-26 22:21:57 - INFO - Val Value_mse: 14.5813
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2025-12-26 22:33:35 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:33:35 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:33:35 - INFO -
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2025-12-26 22:33:35 - INFO - Epoch 44/50 Summary:
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| 1032 |
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2025-12-26 22:33:35 - INFO - Train Loss: 1.7270
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| 1033 |
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2025-12-26 22:33:35 - INFO - Train Num_policy_tokens: 8146.5929
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2025-12-26 22:33:35 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 22:33:35 - INFO - Train Policy_error: 0.3110
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2025-12-26 22:33:35 - INFO - Train Policy_loss: 1.5832
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2025-12-26 22:33:35 - INFO - Train Value_loss: 14.3676
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2025-12-26 22:33:35 - INFO - Train Value_mae: 3.5884
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2025-12-26 22:33:35 - INFO - Train Value_mse: 14.3676
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2025-12-26 22:33:35 - INFO - Val Loss: 1.7219
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2025-12-26 22:33:35 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 22:33:35 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 22:33:35 - INFO - Val Policy_error: 0.3103
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2025-12-26 22:33:35 - INFO - Val Policy_loss: 1.5766
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2025-12-26 22:33:35 - INFO - Val Value_loss: 14.6156
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2025-12-26 22:33:35 - INFO - Val Value_mae: 3.6031
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2025-12-26 22:33:35 - INFO - Val Value_mse: 14.6156
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2025-12-26 22:45:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:45:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:45:13 - INFO -
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2025-12-26 22:45:13 - INFO - Epoch 45/50 Summary:
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+
2025-12-26 22:45:13 - INFO - Train Loss: 1.7269
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2025-12-26 22:45:13 - INFO - Train Num_policy_tokens: 8150.8455
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2025-12-26 22:45:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 22:45:13 - INFO - Train Policy_error: 0.3110
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2025-12-26 22:45:13 - INFO - Train Policy_loss: 1.5831
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2025-12-26 22:45:13 - INFO - Train Value_loss: 14.3694
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2025-12-26 22:45:13 - INFO - Train Value_mae: 3.5905
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2025-12-26 22:45:13 - INFO - Train Value_mse: 14.3694
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2025-12-26 22:45:13 - INFO - Val Loss: 1.7242
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2025-12-26 22:45:13 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 22:45:13 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 22:45:13 - INFO - Val Policy_error: 0.3099
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2025-12-26 22:45:13 - INFO - Val Policy_loss: 1.5781
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2025-12-26 22:45:13 - INFO - Val Value_loss: 14.5687
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2025-12-26 22:45:13 - INFO - Val Value_mae: 3.5953
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2025-12-26 22:45:13 - INFO - Val Value_mse: 14.5687
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2025-12-26 22:56:50 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:56:51 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 22:56:51 - INFO -
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| 1071 |
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2025-12-26 22:56:51 - INFO - Epoch 46/50 Summary:
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2025-12-26 22:56:51 - INFO - Train Loss: 1.7268
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2025-12-26 22:56:51 - INFO - Train Num_policy_tokens: 8148.7871
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2025-12-26 22:56:51 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 22:56:51 - INFO - Train Policy_error: 0.3109
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2025-12-26 22:56:51 - INFO - Train Policy_loss: 1.5830
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2025-12-26 22:56:51 - INFO - Train Value_loss: 14.3741
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2025-12-26 22:56:51 - INFO - Train Value_mae: 3.5907
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2025-12-26 22:56:51 - INFO - Train Value_mse: 14.3741
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2025-12-26 22:56:51 - INFO - Val Loss: 1.7242
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2025-12-26 22:56:51 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 22:56:51 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 22:56:51 - INFO - Val Policy_error: 0.3106
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2025-12-26 22:56:51 - INFO - Val Policy_loss: 1.5781
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2025-12-26 22:56:51 - INFO - Val Value_loss: 14.5687
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2025-12-26 22:56:51 - INFO - Val Value_mae: 3.5984
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2025-12-26 22:56:51 - INFO - Val Value_mse: 14.5687
|
| 1088 |
+
2025-12-26 23:08:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1089 |
+
2025-12-26 23:08:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1090 |
+
2025-12-26 23:08:29 - INFO -
|
| 1091 |
+
2025-12-26 23:08:29 - INFO - Epoch 47/50 Summary:
|
| 1092 |
+
2025-12-26 23:08:29 - INFO - Train Loss: 1.7266
|
| 1093 |
+
2025-12-26 23:08:29 - INFO - Train Num_policy_tokens: 8145.6263
|
| 1094 |
+
2025-12-26 23:08:29 - INFO - Train Num_value_predictions: 20.0000
|
| 1095 |
+
2025-12-26 23:08:29 - INFO - Train Policy_error: 0.3108
|
| 1096 |
+
2025-12-26 23:08:29 - INFO - Train Policy_loss: 1.5828
|
| 1097 |
+
2025-12-26 23:08:29 - INFO - Train Value_loss: 14.3685
|
| 1098 |
+
2025-12-26 23:08:29 - INFO - Train Value_mae: 3.5895
|
| 1099 |
+
2025-12-26 23:08:29 - INFO - Train Value_mse: 14.3685
|
| 1100 |
+
2025-12-26 23:08:29 - INFO - Val Loss: 1.7219
|
| 1101 |
+
2025-12-26 23:08:29 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1102 |
+
2025-12-26 23:08:29 - INFO - Val Num_value_predictions: 18.5000
|
| 1103 |
+
2025-12-26 23:08:29 - INFO - Val Policy_error: 0.3104
|
| 1104 |
+
2025-12-26 23:08:29 - INFO - Val Policy_loss: 1.5766
|
| 1105 |
+
2025-12-26 23:08:29 - INFO - Val Value_loss: 14.6031
|
| 1106 |
+
2025-12-26 23:08:29 - INFO - Val Value_mae: 3.6031
|
| 1107 |
+
2025-12-26 23:08:29 - INFO - Val Value_mse: 14.6031
|
| 1108 |
+
2025-12-26 23:20:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1109 |
+
2025-12-26 23:20:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1110 |
+
2025-12-26 23:20:06 - INFO -
|
| 1111 |
+
2025-12-26 23:20:06 - INFO - Epoch 48/50 Summary:
|
| 1112 |
+
2025-12-26 23:20:06 - INFO - Train Loss: 1.7268
|
| 1113 |
+
2025-12-26 23:20:06 - INFO - Train Num_policy_tokens: 8152.3152
|
| 1114 |
+
2025-12-26 23:20:06 - INFO - Train Num_value_predictions: 20.0000
|
| 1115 |
+
2025-12-26 23:20:06 - INFO - Train Policy_error: 0.3109
|
| 1116 |
+
2025-12-26 23:20:06 - INFO - Train Policy_loss: 1.5833
|
| 1117 |
+
2025-12-26 23:20:06 - INFO - Train Value_loss: 14.3501
|
| 1118 |
+
2025-12-26 23:20:06 - INFO - Train Value_mae: 3.5884
|
| 1119 |
+
2025-12-26 23:20:06 - INFO - Train Value_mse: 14.3501
|
| 1120 |
+
2025-12-26 23:20:06 - INFO - Val Loss: 1.7219
|
| 1121 |
+
2025-12-26 23:20:06 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1122 |
+
2025-12-26 23:20:06 - INFO - Val Num_value_predictions: 18.5000
|
| 1123 |
+
2025-12-26 23:20:06 - INFO - Val Policy_error: 0.3094
|
| 1124 |
+
2025-12-26 23:20:06 - INFO - Val Policy_loss: 1.5766
|
| 1125 |
+
2025-12-26 23:20:06 - INFO - Val Value_loss: 14.5938
|
| 1126 |
+
2025-12-26 23:20:06 - INFO - Val Value_mae: 3.6000
|
| 1127 |
+
2025-12-26 23:20:06 - INFO - Val Value_mse: 14.5938
|
| 1128 |
+
2025-12-26 23:31:44 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1129 |
+
2025-12-26 23:31:44 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1130 |
+
2025-12-26 23:31:44 - INFO -
|
| 1131 |
+
2025-12-26 23:31:44 - INFO - Epoch 49/50 Summary:
|
| 1132 |
+
2025-12-26 23:31:44 - INFO - Train Loss: 1.7263
|
| 1133 |
+
2025-12-26 23:31:44 - INFO - Train Num_policy_tokens: 8152.1983
|
| 1134 |
+
2025-12-26 23:31:44 - INFO - Train Num_value_predictions: 20.0000
|
| 1135 |
+
2025-12-26 23:31:44 - INFO - Train Policy_error: 0.3108
|
| 1136 |
+
2025-12-26 23:31:44 - INFO - Train Policy_loss: 1.5828
|
| 1137 |
+
2025-12-26 23:31:44 - INFO - Train Value_loss: 14.3723
|
| 1138 |
+
2025-12-26 23:31:44 - INFO - Train Value_mae: 3.5898
|
| 1139 |
+
2025-12-26 23:31:44 - INFO - Train Value_mse: 14.3723
|
| 1140 |
+
2025-12-26 23:31:44 - INFO - Val Loss: 1.7219
|
| 1141 |
+
2025-12-26 23:31:44 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1142 |
+
2025-12-26 23:31:44 - INFO - Val Num_value_predictions: 18.5000
|
| 1143 |
+
2025-12-26 23:31:44 - INFO - Val Policy_error: 0.3102
|
| 1144 |
+
2025-12-26 23:31:44 - INFO - Val Policy_loss: 1.5766
|
| 1145 |
+
2025-12-26 23:31:44 - INFO - Val Value_loss: 14.5844
|
| 1146 |
+
2025-12-26 23:31:44 - INFO - Val Value_mae: 3.5969
|
| 1147 |
+
2025-12-26 23:31:44 - INFO - Val Value_mse: 14.5844
|
| 1148 |
+
2025-12-26 23:43:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1149 |
+
2025-12-26 23:43:22 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l12-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1150 |
+
2025-12-26 23:43:22 - INFO -
|
| 1151 |
+
2025-12-26 23:43:22 - INFO - Epoch 50/50 Summary:
|
| 1152 |
+
2025-12-26 23:43:22 - INFO - Train Loss: 1.7270
|
| 1153 |
+
2025-12-26 23:43:22 - INFO - Train Num_policy_tokens: 8153.7557
|
| 1154 |
+
2025-12-26 23:43:22 - INFO - Train Num_value_predictions: 20.0000
|
| 1155 |
+
2025-12-26 23:43:22 - INFO - Train Policy_error: 0.3108
|
| 1156 |
+
2025-12-26 23:43:22 - INFO - Train Policy_loss: 1.5832
|
| 1157 |
+
2025-12-26 23:43:22 - INFO - Train Value_loss: 14.3690
|
| 1158 |
+
2025-12-26 23:43:22 - INFO - Train Value_mae: 3.5895
|
| 1159 |
+
2025-12-26 23:43:22 - INFO - Train Value_mse: 14.3690
|
| 1160 |
+
2025-12-26 23:43:22 - INFO - Val Loss: 1.7219
|
| 1161 |
+
2025-12-26 23:43:22 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1162 |
+
2025-12-26 23:43:22 - INFO - Val Num_value_predictions: 18.5000
|
| 1163 |
+
2025-12-26 23:43:22 - INFO - Val Policy_error: 0.3095
|
| 1164 |
+
2025-12-26 23:43:22 - INFO - Val Policy_loss: 1.5766
|
| 1165 |
+
2025-12-26 23:43:22 - INFO - Val Value_loss: 14.5719
|
| 1166 |
+
2025-12-26 23:43:22 - INFO - Val Value_mae: 3.5984
|
| 1167 |
+
2025-12-26 23:43:22 - INFO - Val Value_mse: 14.5719
|
| 1168 |
+
2025-12-26 23:43:25 - INFO - TensorBoard writer closed
|
| 1169 |
+
2025-12-26 23:43:25 - INFO -
|
| 1170 |
+
2025-12-26 23:43:25 - INFO - ================================================================================
|
| 1171 |
+
2025-12-26 23:43:25 - INFO - Training Complete
|
| 1172 |
+
2025-12-26 23:43:25 - INFO - ================================================================================
|
| 1173 |
+
2025-12-26 23:43:25 - INFO -
|
| 1174 |
+
2025-12-26 23:43:25 - INFO - Training completed successfully!
|
trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/config.yaml
ADDED
|
@@ -0,0 +1,89 @@
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|
| 1 |
+
id: trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01
|
| 2 |
+
desc:
|
| 3 |
+
- 'model_config.lambda_value: 0.01'
|
| 4 |
+
- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 5 |
+
paths:
|
| 6 |
+
root: /home/claude/work/trigoRL
|
| 7 |
+
data: /home/claude/data
|
| 8 |
+
output: /home/claude/data/hf-trigoRL
|
| 9 |
+
data:
|
| 10 |
+
type: TGNValueDataset
|
| 11 |
+
data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221
|
| 12 |
+
max_length: 8192
|
| 13 |
+
min_length: 10
|
| 14 |
+
max_file_size: 10000
|
| 15 |
+
tokenizer_config: {}
|
| 16 |
+
train_split: '*1..48/50'
|
| 17 |
+
val_split: 49/50
|
| 18 |
+
loader:
|
| 19 |
+
batch_size: 20
|
| 20 |
+
shuffle: true
|
| 21 |
+
num_workers: 0
|
| 22 |
+
pin_memory: true
|
| 23 |
+
model:
|
| 24 |
+
type: ValueCausalLoss
|
| 25 |
+
config:
|
| 26 |
+
model_config:
|
| 27 |
+
type: LlamaCausalLM
|
| 28 |
+
config:
|
| 29 |
+
vocab_size: 128
|
| 30 |
+
hidden_size: 64
|
| 31 |
+
num_layers: 6
|
| 32 |
+
num_heads: 8
|
| 33 |
+
num_key_value_heads: 2
|
| 34 |
+
max_seq_len: 8192
|
| 35 |
+
intermediate_size: 171
|
| 36 |
+
activation: silu
|
| 37 |
+
rms_norm_eps: 1.0e-06
|
| 38 |
+
use_cache: true
|
| 39 |
+
value_head_config:
|
| 40 |
+
hidden_dim: 64
|
| 41 |
+
intermediate_dim: 128
|
| 42 |
+
bottleneck_dim: 64
|
| 43 |
+
dropout: 0.1
|
| 44 |
+
lambda_policy: 1.0
|
| 45 |
+
lambda_value: 0.01
|
| 46 |
+
gamma: 0.99
|
| 47 |
+
territory_value_factor: 1.0
|
| 48 |
+
ignore_index: 0
|
| 49 |
+
value_id: 3
|
| 50 |
+
pad_id: 0
|
| 51 |
+
label_smoothing: 0.1
|
| 52 |
+
training:
|
| 53 |
+
epochs: 50
|
| 54 |
+
learning_rate: 0.0001
|
| 55 |
+
weight_decay: 0.01
|
| 56 |
+
warmup_steps: 50
|
| 57 |
+
max_grad_norm: 1.0
|
| 58 |
+
gradient_accumulation_steps: 1
|
| 59 |
+
epoch_size: null
|
| 60 |
+
dtype: bfloat16
|
| 61 |
+
scheduler:
|
| 62 |
+
type: inverse_sqrt
|
| 63 |
+
d_model: 64
|
| 64 |
+
lr_mul: 500.0
|
| 65 |
+
save_frequency: 1
|
| 66 |
+
keep_n_checkpoints: 3
|
| 67 |
+
save_mode: best
|
| 68 |
+
monitor:
|
| 69 |
+
field: val_loss
|
| 70 |
+
mode: min
|
| 71 |
+
log_frequency: 160
|
| 72 |
+
wandb:
|
| 73 |
+
enabled: true
|
| 74 |
+
tags:
|
| 75 |
+
- llama
|
| 76 |
+
- gqa
|
| 77 |
+
- value-head
|
| 78 |
+
- dual-head
|
| 79 |
+
- rl-discount
|
| 80 |
+
tensorboard:
|
| 81 |
+
enabled: true
|
| 82 |
+
env:
|
| 83 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 84 |
+
eval:
|
| 85 |
+
eval_frequency: 1
|
| 86 |
+
eval_batches: 50
|
| 87 |
+
device: cuda
|
| 88 |
+
seed: 42
|
| 89 |
+
deterministic: true
|
trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/events.out.tfevents.1766757518.camus.308527.0
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:37fb5826c95e17299812519dc3b4408924eda1a0190d486ab9ec16f6868f1d84
|
| 3 |
+
size 1580137
|
trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/train.log
ADDED
|
@@ -0,0 +1,1173 @@
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| 1 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 2 |
+
2025-12-26 13:58:35 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 4 |
+
2025-12-26 13:58:35 - INFO - Experiment ID: trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01
|
| 5 |
+
2025-12-26 13:58:35 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01
|
| 6 |
+
2025-12-26 13:58:35 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/config.yaml
|
| 7 |
+
2025-12-26 13:58:35 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/train.log
|
| 8 |
+
2025-12-26 13:58:35 - INFO -
|
| 9 |
+
2025-12-26 13:58:35 - INFO - Configuration:
|
| 10 |
+
2025-12-26 13:58:35 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'model_config.lambda_value: 0.01'
|
| 13 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 14 |
+
paths:
|
| 15 |
+
root: .
|
| 16 |
+
data: /home/claude/data
|
| 17 |
+
output: /home/claude/data/hf-trigoRL
|
| 18 |
+
data:
|
| 19 |
+
type: TGNValueDataset
|
| 20 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/
|
| 21 |
+
max_length: 8192
|
| 22 |
+
min_length: 10
|
| 23 |
+
max_file_size: 10000
|
| 24 |
+
tokenizer_config: {}
|
| 25 |
+
train_split: '*1..48/50'
|
| 26 |
+
val_split: 49/50
|
| 27 |
+
loader:
|
| 28 |
+
batch_size: 20
|
| 29 |
+
shuffle: true
|
| 30 |
+
num_workers: 0
|
| 31 |
+
pin_memory: true
|
| 32 |
+
model:
|
| 33 |
+
type: ValueCausalLoss
|
| 34 |
+
config:
|
| 35 |
+
model_config:
|
| 36 |
+
type: LlamaCausalLM
|
| 37 |
+
config:
|
| 38 |
+
vocab_size: 128
|
| 39 |
+
hidden_size: 64
|
| 40 |
+
num_layers: 6
|
| 41 |
+
num_heads: 8
|
| 42 |
+
num_key_value_heads: 2
|
| 43 |
+
max_seq_len: 8192
|
| 44 |
+
intermediate_size: 171
|
| 45 |
+
activation: silu
|
| 46 |
+
rms_norm_eps: 1.0e-06
|
| 47 |
+
use_cache: true
|
| 48 |
+
value_head_config:
|
| 49 |
+
hidden_dim: 64
|
| 50 |
+
intermediate_dim: 128
|
| 51 |
+
bottleneck_dim: 64
|
| 52 |
+
dropout: 0.1
|
| 53 |
+
lambda_policy: 1.0
|
| 54 |
+
lambda_value: 0.01
|
| 55 |
+
gamma: 0.99
|
| 56 |
+
territory_value_factor: 1.0
|
| 57 |
+
ignore_index: 0
|
| 58 |
+
value_id: 3
|
| 59 |
+
pad_id: 0
|
| 60 |
+
label_smoothing: 0.1
|
| 61 |
+
training:
|
| 62 |
+
epochs: 50
|
| 63 |
+
learning_rate: 0.0001
|
| 64 |
+
weight_decay: 0.01
|
| 65 |
+
warmup_steps: 50
|
| 66 |
+
max_grad_norm: 1.0
|
| 67 |
+
gradient_accumulation_steps: 1
|
| 68 |
+
epoch_size: null
|
| 69 |
+
dtype: bfloat16
|
| 70 |
+
scheduler:
|
| 71 |
+
type: inverse_sqrt
|
| 72 |
+
d_model: 64
|
| 73 |
+
lr_mul: 500.0
|
| 74 |
+
save_frequency: 1
|
| 75 |
+
keep_n_checkpoints: 3
|
| 76 |
+
save_mode: best
|
| 77 |
+
monitor:
|
| 78 |
+
field: val_loss
|
| 79 |
+
mode: min
|
| 80 |
+
log_frequency: 160
|
| 81 |
+
wandb:
|
| 82 |
+
enabled: true
|
| 83 |
+
tags:
|
| 84 |
+
- llama
|
| 85 |
+
- gqa
|
| 86 |
+
- value-head
|
| 87 |
+
- dual-head
|
| 88 |
+
- rl-discount
|
| 89 |
+
tensorboard:
|
| 90 |
+
enabled: true
|
| 91 |
+
env:
|
| 92 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 93 |
+
eval:
|
| 94 |
+
eval_frequency: 1
|
| 95 |
+
eval_batches: 50
|
| 96 |
+
device: cuda
|
| 97 |
+
seed: 42
|
| 98 |
+
deterministic: true
|
| 99 |
+
|
| 100 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 101 |
+
2025-12-26 13:58:35 - INFO - Setting Random Seeds
|
| 102 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 103 |
+
2025-12-26 13:58:35 - INFO - Seed: 42
|
| 104 |
+
2025-12-26 13:58:35 - INFO - Deterministic: True
|
| 105 |
+
2025-12-26 13:58:35 - INFO -
|
| 106 |
+
2025-12-26 13:58:35 - INFO - Device: cuda
|
| 107 |
+
2025-12-26 13:58:35 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 108 |
+
2025-12-26 13:58:35 - INFO - Memory: 25.26 GB
|
| 109 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 110 |
+
2025-12-26 13:58:35 - INFO - Creating Datasets
|
| 111 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 112 |
+
2025-12-26 13:58:35 - INFO -
|
| 113 |
+
2025-12-26 13:58:35 - INFO - Datasets created:
|
| 114 |
+
2025-12-26 13:58:35 - INFO - Training: 9594 samples, 479 batches
|
| 115 |
+
2025-12-26 13:58:35 - INFO - Validation: 185 samples, 10 batches
|
| 116 |
+
2025-12-26 13:58:35 - INFO -
|
| 117 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 118 |
+
2025-12-26 13:58:35 - INFO - Creating Trainer
|
| 119 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 120 |
+
2025-12-26 13:58:35 - INFO -
|
| 121 |
+
2025-12-26 13:58:35 - INFO - Setting trainer environment variables from config:
|
| 122 |
+
2025-12-26 13:58:35 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
|
| 123 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 124 |
+
2025-12-26 13:58:35 - INFO - Creating Model
|
| 125 |
+
2025-12-26 13:58:35 - INFO - ================================================================================
|
| 126 |
+
2025-12-26 13:58:36 - INFO - Converting model to dtype: torch.bfloat16
|
| 127 |
+
2025-12-26 13:58:36 - INFO -
|
| 128 |
+
2025-12-26 13:58:36 - INFO - Model created:
|
| 129 |
+
2025-12-26 13:58:36 - INFO - Type: ValueCausalLoss
|
| 130 |
+
2025-12-26 13:58:36 - INFO - Base model: LlamaCausalLM
|
| 131 |
+
2025-12-26 13:58:36 - INFO - Total parameters: 292,673
|
| 132 |
+
2025-12-26 13:58:36 - INFO - Trainable parameters: 292,673
|
| 133 |
+
2025-12-26 13:58:36 - INFO - Dtype: torch.bfloat16
|
| 134 |
+
2025-12-26 13:58:38 - INFO -
|
| 135 |
+
2025-12-26 13:58:38 - INFO - Trainer initialized:
|
| 136 |
+
2025-12-26 13:58:38 - INFO - Device: cuda
|
| 137 |
+
2025-12-26 13:58:38 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints
|
| 138 |
+
2025-12-26 13:58:38 - INFO - Training samples: 9594
|
| 139 |
+
2025-12-26 13:58:38 - INFO - Validation samples: 185
|
| 140 |
+
2025-12-26 13:58:38 - INFO - Batch size: 20
|
| 141 |
+
2025-12-26 13:58:38 - INFO - Gradient accumulation steps: 1
|
| 142 |
+
2025-12-26 13:58:38 - INFO - Effective batch size: 20
|
| 143 |
+
2025-12-26 13:58:38 - INFO - Epoch size: full dataset (479 batches)
|
| 144 |
+
2025-12-26 13:58:38 - INFO - Epochs: 50
|
| 145 |
+
2025-12-26 13:58:38 - INFO - Learning rate: 0.0001
|
| 146 |
+
2025-12-26 13:58:38 - INFO - Warmup steps: 50
|
| 147 |
+
2025-12-26 13:58:38 - INFO - Log frequency: every 160 examples
|
| 148 |
+
2025-12-26 13:58:38 - INFO - Wandb logging: enabled
|
| 149 |
+
2025-12-26 13:58:38 - INFO - TensorBoard logging: enabled
|
| 150 |
+
2025-12-26 13:58:38 - INFO -
|
| 151 |
+
2025-12-26 13:58:38 - INFO - ================================================================================
|
| 152 |
+
2025-12-26 13:58:38 - INFO - Starting Training
|
| 153 |
+
2025-12-26 13:58:38 - INFO - ================================================================================
|
| 154 |
+
2025-12-26 13:58:38 - INFO -
|
| 155 |
+
2025-12-26 13:58:38 - INFO - Evaluating initial model (epoch 0)...
|
| 156 |
+
2025-12-26 13:58:44 - INFO -
|
| 157 |
+
2025-12-26 13:58:44 - INFO - Initial model metrics:
|
| 158 |
+
2025-12-26 13:58:44 - INFO - Loss: 5.0531
|
| 159 |
+
2025-12-26 13:58:44 - INFO - Num_policy_tokens: 7518.2000
|
| 160 |
+
2025-12-26 13:58:44 - INFO - Num_value_predictions: 18.5000
|
| 161 |
+
2025-12-26 13:58:44 - INFO - Policy_error: 0.9956
|
| 162 |
+
2025-12-26 13:58:44 - INFO - Policy_loss: 4.9000
|
| 163 |
+
2025-12-26 13:58:44 - INFO - Value_loss: 15.3938
|
| 164 |
+
2025-12-26 13:58:44 - INFO - Value_mae: 3.8109
|
| 165 |
+
2025-12-26 13:58:44 - INFO - Value_mse: 15.3938
|
| 166 |
+
2025-12-26 13:58:44 - INFO -
|
| 167 |
+
2025-12-26 14:05:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0000_val_loss_1.8969.chkpt
|
| 168 |
+
2025-12-26 14:05:11 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0000_val_loss_1.8969.chkpt
|
| 169 |
+
2025-12-26 14:05:11 - INFO -
|
| 170 |
+
2025-12-26 14:05:11 - INFO - Epoch 1/50 Summary:
|
| 171 |
+
2025-12-26 14:05:11 - INFO - Train Loss: 2.3798
|
| 172 |
+
2025-12-26 14:05:11 - INFO - Train Num_policy_tokens: 8151.3132
|
| 173 |
+
2025-12-26 14:05:11 - INFO - Train Num_value_predictions: 20.0000
|
| 174 |
+
2025-12-26 14:05:11 - INFO - Train Policy_error: 0.4660
|
| 175 |
+
2025-12-26 14:05:11 - INFO - Train Policy_loss: 2.2298
|
| 176 |
+
2025-12-26 14:05:11 - INFO - Train Value_loss: 14.9849
|
| 177 |
+
2025-12-26 14:05:11 - INFO - Train Value_mae: 3.6922
|
| 178 |
+
2025-12-26 14:05:11 - INFO - Train Value_mse: 14.9849
|
| 179 |
+
2025-12-26 14:05:11 - INFO - Val Loss: 1.8969
|
| 180 |
+
2025-12-26 14:05:11 - INFO - Val Num_policy_tokens: 7518.2000
|
| 181 |
+
2025-12-26 14:05:11 - INFO - Val Num_value_predictions: 18.5000
|
| 182 |
+
2025-12-26 14:05:11 - INFO - Val Policy_error: 0.3648
|
| 183 |
+
2025-12-26 14:05:11 - INFO - Val Policy_loss: 1.7453
|
| 184 |
+
2025-12-26 14:05:11 - INFO - Val Value_loss: 15.0750
|
| 185 |
+
2025-12-26 14:05:11 - INFO - Val Value_mae: 3.7156
|
| 186 |
+
2025-12-26 14:05:11 - INFO - Val Value_mse: 15.0750
|
| 187 |
+
2025-12-26 14:11:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0001_val_loss_1.8031.chkpt
|
| 188 |
+
2025-12-26 14:11:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0001_val_loss_1.8031.chkpt
|
| 189 |
+
2025-12-26 14:11:36 - INFO -
|
| 190 |
+
2025-12-26 14:11:36 - INFO - Epoch 2/50 Summary:
|
| 191 |
+
2025-12-26 14:11:36 - INFO - Train Loss: 1.8428
|
| 192 |
+
2025-12-26 14:11:36 - INFO - Train Num_policy_tokens: 8151.3278
|
| 193 |
+
2025-12-26 14:11:36 - INFO - Train Num_value_predictions: 20.0000
|
| 194 |
+
2025-12-26 14:11:36 - INFO - Train Policy_error: 0.3475
|
| 195 |
+
2025-12-26 14:11:36 - INFO - Train Policy_loss: 1.6951
|
| 196 |
+
2025-12-26 14:11:36 - INFO - Train Value_loss: 14.7685
|
| 197 |
+
2025-12-26 14:11:36 - INFO - Train Value_mae: 3.6524
|
| 198 |
+
2025-12-26 14:11:36 - INFO - Train Value_mse: 14.7685
|
| 199 |
+
2025-12-26 14:11:36 - INFO - Val Loss: 1.8031
|
| 200 |
+
2025-12-26 14:11:36 - INFO - Val Num_policy_tokens: 7518.2000
|
| 201 |
+
2025-12-26 14:11:36 - INFO - Val Num_value_predictions: 18.5000
|
| 202 |
+
2025-12-26 14:11:36 - INFO - Val Policy_error: 0.3398
|
| 203 |
+
2025-12-26 14:11:36 - INFO - Val Policy_loss: 1.6523
|
| 204 |
+
2025-12-26 14:11:36 - INFO - Val Value_loss: 15.0687
|
| 205 |
+
2025-12-26 14:11:36 - INFO - Val Value_mae: 3.6797
|
| 206 |
+
2025-12-26 14:11:36 - INFO - Val Value_mse: 15.0687
|
| 207 |
+
2025-12-26 14:18:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0002_val_loss_1.7820.chkpt
|
| 208 |
+
2025-12-26 14:18:00 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0002_val_loss_1.7820.chkpt
|
| 209 |
+
2025-12-26 14:18:00 - INFO -
|
| 210 |
+
2025-12-26 14:18:00 - INFO - Epoch 3/50 Summary:
|
| 211 |
+
2025-12-26 14:18:00 - INFO - Train Loss: 1.8016
|
| 212 |
+
2025-12-26 14:18:00 - INFO - Train Num_policy_tokens: 8148.5010
|
| 213 |
+
2025-12-26 14:18:00 - INFO - Train Num_value_predictions: 20.0000
|
| 214 |
+
2025-12-26 14:18:00 - INFO - Train Policy_error: 0.3393
|
| 215 |
+
2025-12-26 14:18:00 - INFO - Train Policy_loss: 1.6538
|
| 216 |
+
2025-12-26 14:18:00 - INFO - Train Value_loss: 14.7499
|
| 217 |
+
2025-12-26 14:18:00 - INFO - Train Value_mae: 3.6463
|
| 218 |
+
2025-12-26 14:18:00 - INFO - Train Value_mse: 14.7499
|
| 219 |
+
2025-12-26 14:18:00 - INFO - Val Loss: 1.7820
|
| 220 |
+
2025-12-26 14:18:00 - INFO - Val Num_policy_tokens: 7518.2000
|
| 221 |
+
2025-12-26 14:18:00 - INFO - Val Num_value_predictions: 18.5000
|
| 222 |
+
2025-12-26 14:18:00 - INFO - Val Policy_error: 0.3348
|
| 223 |
+
2025-12-26 14:18:00 - INFO - Val Policy_loss: 1.6320
|
| 224 |
+
2025-12-26 14:18:00 - INFO - Val Value_loss: 14.9281
|
| 225 |
+
2025-12-26 14:18:00 - INFO - Val Value_mae: 3.6688
|
| 226 |
+
2025-12-26 14:18:00 - INFO - Val Value_mse: 14.9281
|
| 227 |
+
2025-12-26 14:24:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0003_val_loss_1.7688.chkpt
|
| 228 |
+
2025-12-26 14:24:24 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0003_val_loss_1.7688.chkpt
|
| 229 |
+
2025-12-26 14:24:24 - INFO -
|
| 230 |
+
2025-12-26 14:24:24 - INFO - Epoch 4/50 Summary:
|
| 231 |
+
2025-12-26 14:24:24 - INFO - Train Loss: 1.7843
|
| 232 |
+
2025-12-26 14:24:24 - INFO - Train Num_policy_tokens: 8152.8497
|
| 233 |
+
2025-12-26 14:24:24 - INFO - Train Num_value_predictions: 20.0000
|
| 234 |
+
2025-12-26 14:24:24 - INFO - Train Policy_error: 0.3356
|
| 235 |
+
2025-12-26 14:24:24 - INFO - Train Policy_loss: 1.6374
|
| 236 |
+
2025-12-26 14:24:24 - INFO - Train Value_loss: 14.7063
|
| 237 |
+
2025-12-26 14:24:24 - INFO - Train Value_mae: 3.6476
|
| 238 |
+
2025-12-26 14:24:24 - INFO - Train Value_mse: 14.7063
|
| 239 |
+
2025-12-26 14:24:24 - INFO - Val Loss: 1.7688
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2025-12-26 14:24:24 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:24:24 - INFO - Val Policy_error: 0.3324
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2025-12-26 14:24:24 - INFO - Val Policy_loss: 1.6203
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2025-12-26 14:24:24 - INFO - Val Value_loss: 14.8812
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2025-12-26 14:24:24 - INFO - Val Value_mae: 3.6656
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2025-12-26 14:24:24 - INFO - Val Value_mse: 14.8812
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2025-12-26 14:30:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0004_val_loss_1.7609.chkpt
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2025-12-26 14:30:48 - INFO -
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2025-12-26 14:30:48 - INFO - Epoch 5/50 Summary:
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2025-12-26 14:30:48 - INFO - Train Loss: 1.7744
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2025-12-26 14:30:48 - INFO - Train Num_policy_tokens: 8155.1461
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2025-12-26 14:30:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:30:48 - INFO - Train Policy_error: 0.3327
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2025-12-26 14:30:48 - INFO - Train Policy_loss: 1.6278
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2025-12-26 14:30:48 - INFO - Train Value_loss: 14.6400
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2025-12-26 14:30:48 - INFO - Train Value_mae: 3.6341
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2025-12-26 14:30:48 - INFO - Train Value_mse: 14.6400
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2025-12-26 14:30:48 - INFO - Val Loss: 1.7609
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2025-12-26 14:30:48 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:30:48 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:30:48 - INFO - Val Policy_error: 0.3297
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2025-12-26 14:30:48 - INFO - Val Policy_loss: 1.6125
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2025-12-26 14:30:48 - INFO - Val Value_loss: 14.7937
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2025-12-26 14:30:48 - INFO - Val Value_mae: 3.6484
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2025-12-26 14:30:48 - INFO - Val Value_mse: 14.7937
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2025-12-26 14:37:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0005_val_loss_1.7570.chkpt
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2025-12-26 14:37:12 - INFO -
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2025-12-26 14:37:12 - INFO - Epoch 6/50 Summary:
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2025-12-26 14:37:12 - INFO - Train Loss: 1.7693
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2025-12-26 14:37:12 - INFO - Train Num_policy_tokens: 8150.2401
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2025-12-26 14:37:12 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:37:12 - INFO - Train Policy_error: 0.3307
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2025-12-26 14:37:12 - INFO - Train Policy_loss: 1.6230
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2025-12-26 14:37:12 - INFO - Train Value_loss: 14.6170
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2025-12-26 14:37:12 - INFO - Train Value_mae: 3.6266
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2025-12-26 14:37:12 - INFO - Train Value_mse: 14.6170
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2025-12-26 14:37:12 - INFO - Val Loss: 1.7570
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2025-12-26 14:37:12 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:37:12 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:37:12 - INFO - Val Policy_error: 0.3284
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2025-12-26 14:37:12 - INFO - Val Policy_loss: 1.6109
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2025-12-26 14:37:12 - INFO - Val Value_loss: 14.6594
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2025-12-26 14:37:12 - INFO - Val Value_mae: 3.6297
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2025-12-26 14:37:12 - INFO - Val Value_mse: 14.6594
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2025-12-26 14:43:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0006_val_loss_1.7555.chkpt
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2025-12-26 14:43:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0006_val_loss_1.7555.chkpt
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2025-12-26 14:43:36 - INFO -
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2025-12-26 14:43:36 - INFO - Epoch 7/50 Summary:
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2025-12-26 14:43:36 - INFO - Train Loss: 1.7663
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2025-12-26 14:43:36 - INFO - Train Num_policy_tokens: 8151.7161
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2025-12-26 14:43:36 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:43:36 - INFO - Train Policy_error: 0.3294
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2025-12-26 14:43:36 - INFO - Train Policy_loss: 1.6204
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2025-12-26 14:43:36 - INFO - Train Value_loss: 14.5916
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2025-12-26 14:43:36 - INFO - Train Value_mae: 3.6271
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2025-12-26 14:43:36 - INFO - Train Value_mse: 14.5916
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2025-12-26 14:43:36 - INFO - Val Loss: 1.7555
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2025-12-26 14:43:36 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:43:36 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:43:36 - INFO - Val Policy_error: 0.3259
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2025-12-26 14:43:36 - INFO - Val Policy_loss: 1.6078
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2025-12-26 14:43:36 - INFO - Val Value_loss: 14.7750
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2025-12-26 14:43:36 - INFO - Val Value_mae: 3.6422
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2025-12-26 14:43:36 - INFO - Val Value_mse: 14.7750
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2025-12-26 14:50:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0007_val_loss_1.7539.chkpt
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2025-12-26 14:50:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0007_val_loss_1.7539.chkpt
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2025-12-26 14:50:01 - INFO -
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2025-12-26 14:50:01 - INFO - Epoch 8/50 Summary:
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2025-12-26 14:50:01 - INFO - Train Loss: 1.7645
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2025-12-26 14:50:01 - INFO - Train Num_policy_tokens: 8147.5846
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2025-12-26 14:50:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:50:01 - INFO - Train Policy_error: 0.3283
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2025-12-26 14:50:01 - INFO - Train Policy_loss: 1.6183
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2025-12-26 14:50:01 - INFO - Train Value_loss: 14.6059
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2025-12-26 14:50:01 - INFO - Train Value_mae: 3.6246
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2025-12-26 14:50:01 - INFO - Train Value_mse: 14.6059
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2025-12-26 14:50:01 - INFO - Val Loss: 1.7539
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2025-12-26 14:50:01 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:50:01 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:50:01 - INFO - Val Policy_error: 0.3256
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2025-12-26 14:50:01 - INFO - Val Policy_loss: 1.6055
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2025-12-26 14:50:01 - INFO - Val Value_loss: 14.7812
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2025-12-26 14:50:01 - INFO - Val Value_mae: 3.6531
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2025-12-26 14:50:01 - INFO - Val Value_mse: 14.7812
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2025-12-26 14:56:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0008_val_loss_1.7531.chkpt
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2025-12-26 14:56:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0008_val_loss_1.7531.chkpt
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2025-12-26 14:56:25 - INFO -
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2025-12-26 14:56:25 - INFO - Epoch 9/50 Summary:
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2025-12-26 14:56:25 - INFO - Train Loss: 1.7615
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2025-12-26 14:56:25 - INFO - Train Num_policy_tokens: 8149.9415
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2025-12-26 14:56:25 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 14:56:25 - INFO - Train Policy_error: 0.3275
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2025-12-26 14:56:25 - INFO - Train Policy_loss: 1.6159
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2025-12-26 14:56:25 - INFO - Train Value_loss: 14.5568
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2025-12-26 14:56:25 - INFO - Train Value_mae: 3.6223
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2025-12-26 14:56:25 - INFO - Train Value_mse: 14.5568
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2025-12-26 14:56:25 - INFO - Val Loss: 1.7531
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2025-12-26 14:56:25 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 14:56:25 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 14:56:25 - INFO - Val Policy_error: 0.3261
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2025-12-26 14:56:25 - INFO - Val Policy_loss: 1.6055
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2025-12-26 14:56:25 - INFO - Val Value_loss: 14.6937
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2025-12-26 14:56:25 - INFO - Val Value_mae: 3.6406
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2025-12-26 14:56:25 - INFO - Val Value_mse: 14.6937
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2025-12-26 15:02:49 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0009_val_loss_1.7500.chkpt
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2025-12-26 15:02:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0009_val_loss_1.7500.chkpt
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2025-12-26 15:02:49 - INFO -
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2025-12-26 15:02:49 - INFO - Epoch 10/50 Summary:
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2025-12-26 15:02:49 - INFO - Train Loss: 1.7603
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2025-12-26 15:02:49 - INFO - Train Num_policy_tokens: 8151.0021
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2025-12-26 15:02:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:02:49 - INFO - Train Policy_error: 0.3271
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2025-12-26 15:02:49 - INFO - Train Policy_loss: 1.6146
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2025-12-26 15:02:49 - INFO - Train Value_loss: 14.5595
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2025-12-26 15:02:49 - INFO - Train Value_mae: 3.6219
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2025-12-26 15:02:49 - INFO - Train Value_mse: 14.5595
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2025-12-26 15:02:49 - INFO - Val Loss: 1.7500
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2025-12-26 15:02:49 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:02:49 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:02:49 - INFO - Val Policy_error: 0.3249
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2025-12-26 15:02:49 - INFO - Val Policy_loss: 1.6047
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2025-12-26 15:02:49 - INFO - Val Value_loss: 14.5125
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2025-12-26 15:02:49 - INFO - Val Value_mae: 3.6063
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2025-12-26 15:02:49 - INFO - Val Value_mse: 14.5125
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2025-12-26 15:09:13 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:09:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:09:13 - INFO -
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2025-12-26 15:09:13 - INFO - Epoch 11/50 Summary:
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2025-12-26 15:09:13 - INFO - Train Loss: 1.7596
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2025-12-26 15:09:13 - INFO - Train Num_policy_tokens: 8149.6326
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2025-12-26 15:09:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:09:13 - INFO - Train Policy_error: 0.3267
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2025-12-26 15:09:13 - INFO - Train Policy_loss: 1.6143
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2025-12-26 15:09:13 - INFO - Train Value_loss: 14.5297
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2025-12-26 15:09:13 - INFO - Train Value_mae: 3.6191
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2025-12-26 15:09:13 - INFO - Train Value_mse: 14.5297
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2025-12-26 15:09:13 - INFO - Val Loss: 1.7500
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2025-12-26 15:09:13 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:09:13 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:09:13 - INFO - Val Policy_error: 0.3249
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2025-12-26 15:09:13 - INFO - Val Policy_loss: 1.6031
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2025-12-26 15:09:13 - INFO - Val Value_loss: 14.7031
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2025-12-26 15:09:13 - INFO - Val Value_mae: 3.6250
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2025-12-26 15:09:13 - INFO - Val Value_mse: 14.7031
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2025-12-26 15:15:37 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:15:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:15:37 - INFO -
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2025-12-26 15:15:37 - INFO - Epoch 12/50 Summary:
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2025-12-26 15:15:37 - INFO - Train Loss: 1.7586
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2025-12-26 15:15:37 - INFO - Train Num_policy_tokens: 8152.1858
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2025-12-26 15:15:37 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:15:37 - INFO - Train Policy_error: 0.3261
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2025-12-26 15:15:37 - INFO - Train Policy_loss: 1.6131
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2025-12-26 15:15:37 - INFO - Train Value_loss: 14.5391
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2025-12-26 15:15:37 - INFO - Train Value_mae: 3.6181
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2025-12-26 15:15:37 - INFO - Train Value_mse: 14.5391
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2025-12-26 15:15:37 - INFO - Val Loss: 1.7500
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2025-12-26 15:15:37 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:15:37 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:15:37 - INFO - Val Policy_error: 0.3248
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2025-12-26 15:15:37 - INFO - Val Policy_loss: 1.6031
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2025-12-26 15:15:37 - INFO - Val Value_loss: 14.6687
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2025-12-26 15:15:37 - INFO - Val Value_mae: 3.6313
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2025-12-26 15:15:37 - INFO - Val Value_mse: 14.6687
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2025-12-26 15:22:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0012_val_loss_1.7469.chkpt
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2025-12-26 15:22:02 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0012_val_loss_1.7469.chkpt
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2025-12-26 15:22:02 - INFO -
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2025-12-26 15:22:02 - INFO - Epoch 13/50 Summary:
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2025-12-26 15:22:02 - INFO - Train Loss: 1.7577
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2025-12-26 15:22:02 - INFO - Train Num_policy_tokens: 8148.6305
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2025-12-26 15:22:02 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:22:02 - INFO - Train Policy_error: 0.3258
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2025-12-26 15:22:02 - INFO - Train Policy_loss: 1.6125
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2025-12-26 15:22:02 - INFO - Train Value_loss: 14.5081
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2025-12-26 15:22:02 - INFO - Train Value_mae: 3.6146
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2025-12-26 15:22:02 - INFO - Train Value_mse: 14.5081
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2025-12-26 15:22:02 - INFO - Val Loss: 1.7469
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2025-12-26 15:22:02 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:22:02 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:22:02 - INFO - Val Policy_error: 0.3247
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2025-12-26 15:22:02 - INFO - Val Policy_loss: 1.6008
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2025-12-26 15:22:02 - INFO - Val Value_loss: 14.5844
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2025-12-26 15:22:02 - INFO - Val Value_mae: 3.6172
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2025-12-26 15:22:02 - INFO - Val Value_mse: 14.5844
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2025-12-26 15:28:26 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:28:26 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:28:26 - INFO -
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2025-12-26 15:28:26 - INFO - Epoch 14/50 Summary:
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2025-12-26 15:28:26 - INFO - Train Loss: 1.7571
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2025-12-26 15:28:26 - INFO - Train Num_policy_tokens: 8152.0188
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2025-12-26 15:28:26 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:28:26 - INFO - Train Policy_error: 0.3257
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2025-12-26 15:28:26 - INFO - Train Policy_loss: 1.6121
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2025-12-26 15:28:26 - INFO - Train Value_loss: 14.4916
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2025-12-26 15:28:26 - INFO - Train Value_mae: 3.6139
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2025-12-26 15:28:26 - INFO - Train Value_mse: 14.4916
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2025-12-26 15:28:26 - INFO - Val Loss: 1.7477
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2025-12-26 15:28:26 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:28:26 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:28:26 - INFO - Val Policy_error: 0.3241
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2025-12-26 15:28:26 - INFO - Val Policy_loss: 1.6008
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2025-12-26 15:28:26 - INFO - Val Value_loss: 14.6594
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2025-12-26 15:28:26 - INFO - Val Value_mae: 3.6250
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2025-12-26 15:28:26 - INFO - Val Value_mse: 14.6594
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2025-12-26 15:34:50 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:34:50 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:34:50 - INFO -
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2025-12-26 15:34:50 - INFO - Epoch 15/50 Summary:
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2025-12-26 15:34:50 - INFO - Train Loss: 1.7571
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2025-12-26 15:34:50 - INFO - Train Num_policy_tokens: 8150.6263
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2025-12-26 15:34:50 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:34:50 - INFO - Train Policy_error: 0.3254
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2025-12-26 15:34:50 - INFO - Train Policy_loss: 1.6122
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2025-12-26 15:34:50 - INFO - Train Value_loss: 14.4977
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2025-12-26 15:34:50 - INFO - Train Value_mae: 3.6156
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2025-12-26 15:34:50 - INFO - Train Value_mse: 14.4977
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2025-12-26 15:34:50 - INFO - Val Loss: 1.7469
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2025-12-26 15:34:50 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:34:50 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:34:50 - INFO - Val Policy_error: 0.3246
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2025-12-26 15:34:50 - INFO - Val Policy_loss: 1.6008
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2025-12-26 15:34:50 - INFO - Val Value_loss: 14.6031
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2025-12-26 15:34:50 - INFO - Val Value_mae: 3.6187
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2025-12-26 15:34:50 - INFO - Val Value_mse: 14.6031
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2025-12-26 15:41:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:41:14 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:41:14 - INFO -
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2025-12-26 15:41:14 - INFO - Epoch 16/50 Summary:
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2025-12-26 15:41:14 - INFO - Train Loss: 1.7561
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2025-12-26 15:41:14 - INFO - Train Num_policy_tokens: 8148.9854
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2025-12-26 15:41:14 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:41:14 - INFO - Train Policy_error: 0.3251
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2025-12-26 15:41:14 - INFO - Train Policy_loss: 1.6113
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2025-12-26 15:41:14 - INFO - Train Value_loss: 14.4948
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2025-12-26 15:41:14 - INFO - Train Value_mae: 3.6129
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2025-12-26 15:41:14 - INFO - Train Value_mse: 14.4948
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2025-12-26 15:41:14 - INFO - Val Loss: 1.7477
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2025-12-26 15:41:14 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:41:14 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:41:14 - INFO - Val Policy_error: 0.3238
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2025-12-26 15:41:14 - INFO - Val Policy_loss: 1.6016
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2025-12-26 15:41:14 - INFO - Val Value_loss: 14.4906
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2025-12-26 15:41:14 - INFO - Val Value_mae: 3.6156
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2025-12-26 15:41:14 - INFO - Val Value_mse: 14.4906
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2025-12-26 15:47:38 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0016_val_loss_1.7445.chkpt
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2025-12-26 15:47:39 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0016_val_loss_1.7445.chkpt
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2025-12-26 15:47:39 - INFO -
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2025-12-26 15:47:39 - INFO - Epoch 17/50 Summary:
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2025-12-26 15:47:39 - INFO - Train Loss: 1.7563
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2025-12-26 15:47:39 - INFO - Train Num_policy_tokens: 8150.8622
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2025-12-26 15:47:39 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:47:39 - INFO - Train Policy_error: 0.3248
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2025-12-26 15:47:39 - INFO - Train Policy_loss: 1.6114
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2025-12-26 15:47:39 - INFO - Train Value_loss: 14.4855
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2025-12-26 15:47:39 - INFO - Train Value_mae: 3.6113
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2025-12-26 15:47:39 - INFO - Train Value_mse: 14.4855
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2025-12-26 15:47:39 - INFO - Val Loss: 1.7445
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2025-12-26 15:47:39 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:47:39 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:47:39 - INFO - Val Policy_error: 0.3238
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2025-12-26 15:47:39 - INFO - Val Policy_loss: 1.5992
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2025-12-26 15:47:39 - INFO - Val Value_loss: 14.5563
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2025-12-26 15:47:39 - INFO - Val Value_mae: 3.6094
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2025-12-26 15:47:39 - INFO - Val Value_mse: 14.5563
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2025-12-26 15:54:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:54:03 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 15:54:03 - INFO -
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2025-12-26 15:54:03 - INFO - Epoch 18/50 Summary:
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2025-12-26 15:54:03 - INFO - Train Loss: 1.7556
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2025-12-26 15:54:03 - INFO - Train Num_policy_tokens: 8150.9457
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2025-12-26 15:54:03 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 15:54:03 - INFO - Train Policy_error: 0.3247
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2025-12-26 15:54:03 - INFO - Train Policy_loss: 1.6110
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2025-12-26 15:54:03 - INFO - Train Value_loss: 14.4652
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2025-12-26 15:54:03 - INFO - Train Value_mae: 3.6095
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2025-12-26 15:54:03 - INFO - Train Value_mse: 14.4652
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2025-12-26 15:54:03 - INFO - Val Loss: 1.7453
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2025-12-26 15:54:03 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 15:54:03 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 15:54:03 - INFO - Val Policy_error: 0.3241
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2025-12-26 15:54:03 - INFO - Val Policy_loss: 1.5992
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2025-12-26 15:54:03 - INFO - Val Value_loss: 14.6312
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2025-12-26 15:54:03 - INFO - Val Value_mae: 3.6234
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2025-12-26 15:54:03 - INFO - Val Value_mse: 14.6312
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2025-12-26 16:00:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:00:27 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:00:27 - INFO -
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2025-12-26 16:00:27 - INFO - Epoch 19/50 Summary:
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2025-12-26 16:00:27 - INFO - Train Loss: 1.7546
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2025-12-26 16:00:27 - INFO - Train Num_policy_tokens: 8152.5866
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2025-12-26 16:00:27 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:00:27 - INFO - Train Policy_error: 0.3246
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2025-12-26 16:00:27 - INFO - Train Policy_loss: 1.6099
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2025-12-26 16:00:27 - INFO - Train Value_loss: 14.4590
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2025-12-26 16:00:27 - INFO - Train Value_mae: 3.6080
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2025-12-26 16:00:27 - INFO - Train Value_mse: 14.4590
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2025-12-26 16:00:27 - INFO - Val Loss: 1.7445
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2025-12-26 16:00:27 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:00:27 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:00:27 - INFO - Val Policy_error: 0.3231
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2025-12-26 16:00:27 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:00:27 - INFO - Val Value_loss: 14.5750
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2025-12-26 16:00:27 - INFO - Val Value_mae: 3.6141
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2025-12-26 16:00:27 - INFO - Val Value_mse: 14.5750
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2025-12-26 16:06:51 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:06:51 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:06:51 - INFO -
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2025-12-26 16:06:51 - INFO - Epoch 20/50 Summary:
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2025-12-26 16:06:51 - INFO - Train Loss: 1.7547
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2025-12-26 16:06:51 - INFO - Train Num_policy_tokens: 8147.9729
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2025-12-26 16:06:51 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:06:51 - INFO - Train Policy_error: 0.3245
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2025-12-26 16:06:51 - INFO - Train Policy_loss: 1.6101
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2025-12-26 16:06:51 - INFO - Train Value_loss: 14.4592
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2025-12-26 16:06:51 - INFO - Train Value_mae: 3.6068
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2025-12-26 16:06:51 - INFO - Train Value_mse: 14.4592
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2025-12-26 16:06:51 - INFO - Val Loss: 1.7461
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2025-12-26 16:06:51 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:06:51 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:06:51 - INFO - Val Policy_error: 0.3244
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2025-12-26 16:06:51 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:06:51 - INFO - Val Value_loss: 14.4750
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2025-12-26 16:06:51 - INFO - Val Value_mae: 3.6094
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2025-12-26 16:06:51 - INFO - Val Value_mse: 14.4750
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2025-12-26 16:13:15 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:13:15 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:13:15 - INFO -
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2025-12-26 16:13:15 - INFO - Epoch 21/50 Summary:
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2025-12-26 16:13:15 - INFO - Train Loss: 1.7544
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2025-12-26 16:13:15 - INFO - Train Num_policy_tokens: 8152.2004
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2025-12-26 16:13:15 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:13:15 - INFO - Train Policy_error: 0.3244
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2025-12-26 16:13:15 - INFO - Train Policy_loss: 1.6099
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2025-12-26 16:13:15 - INFO - Train Value_loss: 14.4464
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2025-12-26 16:13:15 - INFO - Train Value_mae: 3.6081
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2025-12-26 16:13:15 - INFO - Train Value_mse: 14.4464
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2025-12-26 16:13:15 - INFO - Val Loss: 1.7453
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2025-12-26 16:13:15 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:13:15 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:13:15 - INFO - Val Policy_error: 0.3236
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2025-12-26 16:13:15 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:13:15 - INFO - Val Value_loss: 14.6500
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2025-12-26 16:13:15 - INFO - Val Value_mae: 3.6266
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2025-12-26 16:13:15 - INFO - Val Value_mse: 14.6500
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2025-12-26 16:19:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:19:39 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:19:39 - INFO -
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2025-12-26 16:19:39 - INFO - Epoch 22/50 Summary:
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2025-12-26 16:19:39 - INFO - Train Loss: 1.7542
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2025-12-26 16:19:39 - INFO - Train Num_policy_tokens: 8151.1983
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2025-12-26 16:19:39 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:19:39 - INFO - Train Policy_error: 0.3244
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2025-12-26 16:19:39 - INFO - Train Policy_loss: 1.6097
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2025-12-26 16:19:39 - INFO - Train Value_loss: 14.4508
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2025-12-26 16:19:39 - INFO - Train Value_mae: 3.6062
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2025-12-26 16:19:39 - INFO - Train Value_mse: 14.4508
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2025-12-26 16:19:39 - INFO - Val Loss: 1.7445
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2025-12-26 16:19:39 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:19:39 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:19:39 - INFO - Val Policy_error: 0.3233
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2025-12-26 16:19:39 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:19:39 - INFO - Val Value_loss: 14.5344
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2025-12-26 16:19:39 - INFO - Val Value_mae: 3.6078
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2025-12-26 16:19:39 - INFO - Val Value_mse: 14.5344
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2025-12-26 16:26:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:26:03 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:26:03 - INFO -
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2025-12-26 16:26:03 - INFO - Epoch 23/50 Summary:
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2025-12-26 16:26:03 - INFO - Train Loss: 1.7541
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2025-12-26 16:26:03 - INFO - Train Num_policy_tokens: 8152.9541
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2025-12-26 16:26:03 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:26:03 - INFO - Train Policy_error: 0.3243
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2025-12-26 16:26:03 - INFO - Train Policy_loss: 1.6095
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2025-12-26 16:26:03 - INFO - Train Value_loss: 14.4462
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2025-12-26 16:26:03 - INFO - Train Value_mae: 3.6070
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2025-12-26 16:26:03 - INFO - Train Value_mse: 14.4462
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2025-12-26 16:26:03 - INFO - Val Loss: 1.7445
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2025-12-26 16:26:03 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:26:03 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:26:03 - INFO - Val Policy_error: 0.3230
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2025-12-26 16:26:03 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:26:03 - INFO - Val Value_loss: 14.5875
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2025-12-26 16:26:03 - INFO - Val Value_mae: 3.6172
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2025-12-26 16:26:03 - INFO - Val Value_mse: 14.5875
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2025-12-26 16:32:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0023_val_loss_1.7437.chkpt
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2025-12-26 16:32:27 - INFO -
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| 630 |
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2025-12-26 16:32:27 - INFO - Epoch 24/50 Summary:
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2025-12-26 16:32:27 - INFO - Train Loss: 1.7536
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2025-12-26 16:32:27 - INFO - Train Num_policy_tokens: 8150.2359
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2025-12-26 16:32:27 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:32:27 - INFO - Train Policy_error: 0.3242
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2025-12-26 16:32:27 - INFO - Train Policy_loss: 1.6092
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2025-12-26 16:32:27 - INFO - Train Value_loss: 14.4224
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2025-12-26 16:32:27 - INFO - Train Value_mae: 3.6038
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2025-12-26 16:32:27 - INFO - Train Value_mse: 14.4224
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2025-12-26 16:32:27 - INFO - Val Loss: 1.7437
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2025-12-26 16:32:27 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:32:27 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:32:27 - INFO - Val Policy_error: 0.3228
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2025-12-26 16:32:27 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:32:27 - INFO - Val Value_loss: 14.6219
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2025-12-26 16:32:27 - INFO - Val Value_mae: 3.6172
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2025-12-26 16:32:27 - INFO - Val Value_mse: 14.6219
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2025-12-26 16:38:51 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:38:51 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:38:51 - INFO -
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2025-12-26 16:38:51 - INFO - Epoch 25/50 Summary:
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2025-12-26 16:38:51 - INFO - Train Loss: 1.7533
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| 652 |
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2025-12-26 16:38:51 - INFO - Train Num_policy_tokens: 8148.3925
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2025-12-26 16:38:51 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:38:51 - INFO - Train Policy_error: 0.3240
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2025-12-26 16:38:51 - INFO - Train Policy_loss: 1.6091
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2025-12-26 16:38:51 - INFO - Train Value_loss: 14.4345
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2025-12-26 16:38:51 - INFO - Train Value_mae: 3.6077
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2025-12-26 16:38:51 - INFO - Train Value_mse: 14.4345
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2025-12-26 16:38:51 - INFO - Val Loss: 1.7461
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2025-12-26 16:38:51 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:38:51 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:38:51 - INFO - Val Policy_error: 0.3225
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2025-12-26 16:38:51 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:38:51 - INFO - Val Value_loss: 14.6594
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2025-12-26 16:38:51 - INFO - Val Value_mae: 3.6250
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2025-12-26 16:38:51 - INFO - Val Value_mse: 14.6594
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2025-12-26 16:45:15 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:45:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:45:16 - INFO -
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2025-12-26 16:45:16 - INFO - Epoch 26/50 Summary:
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| 671 |
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2025-12-26 16:45:16 - INFO - Train Loss: 1.7543
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| 672 |
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2025-12-26 16:45:16 - INFO - Train Num_policy_tokens: 8150.8539
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2025-12-26 16:45:16 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:45:16 - INFO - Train Policy_error: 0.3240
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2025-12-26 16:45:16 - INFO - Train Policy_loss: 1.6099
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2025-12-26 16:45:16 - INFO - Train Value_loss: 14.4307
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2025-12-26 16:45:16 - INFO - Train Value_mae: 3.6044
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2025-12-26 16:45:16 - INFO - Train Value_mse: 14.4307
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2025-12-26 16:45:16 - INFO - Val Loss: 1.7453
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2025-12-26 16:45:16 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:45:16 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:45:16 - INFO - Val Policy_error: 0.3238
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2025-12-26 16:45:16 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:45:16 - INFO - Val Value_loss: 14.6125
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2025-12-26 16:45:16 - INFO - Val Value_mae: 3.6187
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2025-12-26 16:45:16 - INFO - Val Value_mse: 14.6125
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2025-12-26 16:51:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:51:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:51:40 - INFO -
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2025-12-26 16:51:40 - INFO - Epoch 27/50 Summary:
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| 691 |
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2025-12-26 16:51:40 - INFO - Train Loss: 1.7532
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2025-12-26 16:51:40 - INFO - Train Num_policy_tokens: 8143.1336
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2025-12-26 16:51:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:51:40 - INFO - Train Policy_error: 0.3238
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2025-12-26 16:51:40 - INFO - Train Policy_loss: 1.6090
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2025-12-26 16:51:40 - INFO - Train Value_loss: 14.4139
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2025-12-26 16:51:40 - INFO - Train Value_mae: 3.6052
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2025-12-26 16:51:40 - INFO - Train Value_mse: 14.4139
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2025-12-26 16:51:40 - INFO - Val Loss: 1.7453
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2025-12-26 16:51:40 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:51:40 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:51:40 - INFO - Val Policy_error: 0.3238
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2025-12-26 16:51:40 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:51:40 - INFO - Val Value_loss: 14.6219
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2025-12-26 16:51:40 - INFO - Val Value_mae: 3.6203
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2025-12-26 16:51:40 - INFO - Val Value_mse: 14.6219
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2025-12-26 16:58:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:58:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 16:58:04 - INFO -
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| 710 |
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2025-12-26 16:58:04 - INFO - Epoch 28/50 Summary:
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| 711 |
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2025-12-26 16:58:04 - INFO - Train Loss: 1.7534
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2025-12-26 16:58:04 - INFO - Train Num_policy_tokens: 8151.3946
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2025-12-26 16:58:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 16:58:04 - INFO - Train Policy_error: 0.3239
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2025-12-26 16:58:04 - INFO - Train Policy_loss: 1.6091
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2025-12-26 16:58:04 - INFO - Train Value_loss: 14.4251
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2025-12-26 16:58:04 - INFO - Train Value_mae: 3.6030
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2025-12-26 16:58:04 - INFO - Train Value_mse: 14.4251
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2025-12-26 16:58:04 - INFO - Val Loss: 1.7453
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2025-12-26 16:58:04 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 16:58:04 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 16:58:04 - INFO - Val Policy_error: 0.3228
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2025-12-26 16:58:04 - INFO - Val Policy_loss: 1.5992
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2025-12-26 16:58:04 - INFO - Val Value_loss: 14.5844
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2025-12-26 16:58:04 - INFO - Val Value_mae: 3.6156
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2025-12-26 16:58:04 - INFO - Val Value_mse: 14.5844
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2025-12-26 17:04:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:04:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:04:28 - INFO -
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2025-12-26 17:04:28 - INFO - Epoch 29/50 Summary:
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| 731 |
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2025-12-26 17:04:28 - INFO - Train Loss: 1.7532
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2025-12-26 17:04:28 - INFO - Train Num_policy_tokens: 8151.3946
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2025-12-26 17:04:28 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:04:28 - INFO - Train Policy_error: 0.3238
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2025-12-26 17:04:28 - INFO - Train Policy_loss: 1.6091
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2025-12-26 17:04:28 - INFO - Train Value_loss: 14.4157
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2025-12-26 17:04:28 - INFO - Train Value_mae: 3.6043
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2025-12-26 17:04:28 - INFO - Train Value_mse: 14.4157
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2025-12-26 17:04:28 - INFO - Val Loss: 1.7461
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2025-12-26 17:04:28 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:04:28 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:04:28 - INFO - Val Policy_error: 0.3228
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2025-12-26 17:04:28 - INFO - Val Policy_loss: 1.5992
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2025-12-26 17:04:28 - INFO - Val Value_loss: 14.6250
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2025-12-26 17:04:28 - INFO - Val Value_mae: 3.6187
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2025-12-26 17:04:28 - INFO - Val Value_mse: 14.6250
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2025-12-26 17:10:50 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:10:50 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:10:50 - INFO -
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| 750 |
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2025-12-26 17:10:50 - INFO - Epoch 30/50 Summary:
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2025-12-26 17:10:50 - INFO - Train Loss: 1.7539
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2025-12-26 17:10:50 - INFO - Train Num_policy_tokens: 8152.2484
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2025-12-26 17:10:50 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:10:50 - INFO - Train Policy_error: 0.3239
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2025-12-26 17:10:50 - INFO - Train Policy_loss: 1.6096
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2025-12-26 17:10:50 - INFO - Train Value_loss: 14.4141
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2025-12-26 17:10:50 - INFO - Train Value_mae: 3.6036
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2025-12-26 17:10:50 - INFO - Train Value_mse: 14.4141
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2025-12-26 17:10:50 - INFO - Val Loss: 1.7453
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2025-12-26 17:10:50 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:10:50 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:10:50 - INFO - Val Policy_error: 0.3227
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2025-12-26 17:10:50 - INFO - Val Policy_loss: 1.5992
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2025-12-26 17:10:50 - INFO - Val Value_loss: 14.5906
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2025-12-26 17:10:50 - INFO - Val Value_mae: 3.6172
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2025-12-26 17:10:50 - INFO - Val Value_mse: 14.5906
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2025-12-26 17:17:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0030_val_loss_1.7430.chkpt
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2025-12-26 17:17:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/ep0030_val_loss_1.7430.chkpt
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2025-12-26 17:17:13 - INFO -
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2025-12-26 17:17:13 - INFO - Epoch 31/50 Summary:
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2025-12-26 17:17:13 - INFO - Train Loss: 1.7530
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2025-12-26 17:17:13 - INFO - Train Num_policy_tokens: 8148.8727
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2025-12-26 17:17:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:17:13 - INFO - Train Policy_error: 0.3237
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2025-12-26 17:17:13 - INFO - Train Policy_loss: 1.6091
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2025-12-26 17:17:13 - INFO - Train Value_loss: 14.4011
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2025-12-26 17:17:13 - INFO - Train Value_mae: 3.6025
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2025-12-26 17:17:13 - INFO - Train Value_mse: 14.4011
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2025-12-26 17:17:13 - INFO - Val Loss: 1.7430
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2025-12-26 17:17:13 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:17:13 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:17:13 - INFO - Val Policy_error: 0.3226
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2025-12-26 17:17:13 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:17:13 - INFO - Val Value_loss: 14.5312
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2025-12-26 17:17:13 - INFO - Val Value_mae: 3.6016
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2025-12-26 17:17:13 - INFO - Val Value_mse: 14.5312
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2025-12-26 17:23:35 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:23:35 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:23:35 - INFO -
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2025-12-26 17:23:35 - INFO - Epoch 32/50 Summary:
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2025-12-26 17:23:35 - INFO - Train Loss: 1.7537
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2025-12-26 17:23:35 - INFO - Train Num_policy_tokens: 8150.3466
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2025-12-26 17:23:35 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:23:35 - INFO - Train Policy_error: 0.3237
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2025-12-26 17:23:35 - INFO - Train Policy_loss: 1.6094
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2025-12-26 17:23:35 - INFO - Train Value_loss: 14.4165
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2025-12-26 17:23:35 - INFO - Train Value_mae: 3.6040
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2025-12-26 17:23:35 - INFO - Train Value_mse: 14.4165
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2025-12-26 17:23:35 - INFO - Val Loss: 1.7437
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2025-12-26 17:23:35 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:23:35 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:23:35 - INFO - Val Policy_error: 0.3227
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2025-12-26 17:23:35 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:23:35 - INFO - Val Value_loss: 14.5750
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2025-12-26 17:23:35 - INFO - Val Value_mae: 3.6141
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2025-12-26 17:23:35 - INFO - Val Value_mse: 14.5750
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2025-12-26 17:29:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:29:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:29:57 - INFO -
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2025-12-26 17:29:57 - INFO - Epoch 33/50 Summary:
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2025-12-26 17:29:57 - INFO - Train Loss: 1.7530
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2025-12-26 17:29:57 - INFO - Train Num_policy_tokens: 8150.1294
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2025-12-26 17:29:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:29:57 - INFO - Train Policy_error: 0.3236
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2025-12-26 17:29:57 - INFO - Train Policy_loss: 1.6089
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2025-12-26 17:29:57 - INFO - Train Value_loss: 14.4011
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2025-12-26 17:29:57 - INFO - Train Value_mae: 3.6012
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2025-12-26 17:29:57 - INFO - Train Value_mse: 14.4011
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2025-12-26 17:29:57 - INFO - Val Loss: 1.7430
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2025-12-26 17:29:57 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:29:57 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:29:57 - INFO - Val Policy_error: 0.3225
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2025-12-26 17:29:57 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:29:57 - INFO - Val Value_loss: 14.5813
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2025-12-26 17:29:57 - INFO - Val Value_mae: 3.6141
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2025-12-26 17:29:57 - INFO - Val Value_mse: 14.5813
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2025-12-26 17:36:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:36:20 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:36:20 - INFO -
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| 830 |
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2025-12-26 17:36:20 - INFO - Epoch 34/50 Summary:
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| 831 |
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2025-12-26 17:36:20 - INFO - Train Loss: 1.7527
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| 832 |
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2025-12-26 17:36:20 - INFO - Train Num_policy_tokens: 8149.8559
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2025-12-26 17:36:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:36:20 - INFO - Train Policy_error: 0.3235
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2025-12-26 17:36:20 - INFO - Train Policy_loss: 1.6085
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2025-12-26 17:36:20 - INFO - Train Value_loss: 14.4216
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2025-12-26 17:36:20 - INFO - Train Value_mae: 3.6070
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2025-12-26 17:36:20 - INFO - Train Value_mse: 14.4216
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2025-12-26 17:36:20 - INFO - Val Loss: 1.7430
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2025-12-26 17:36:20 - INFO - Val Num_policy_tokens: 7518.2000
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| 841 |
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2025-12-26 17:36:20 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:36:20 - INFO - Val Policy_error: 0.3224
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2025-12-26 17:36:20 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:36:20 - INFO - Val Value_loss: 14.5844
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2025-12-26 17:36:20 - INFO - Val Value_mae: 3.6125
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2025-12-26 17:36:20 - INFO - Val Value_mse: 14.5844
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2025-12-26 17:42:42 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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| 848 |
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2025-12-26 17:42:42 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:42:42 - INFO -
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| 850 |
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2025-12-26 17:42:42 - INFO - Epoch 35/50 Summary:
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| 851 |
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2025-12-26 17:42:42 - INFO - Train Loss: 1.7526
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| 852 |
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2025-12-26 17:42:42 - INFO - Train Num_policy_tokens: 8151.9979
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2025-12-26 17:42:42 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:42:42 - INFO - Train Policy_error: 0.3236
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2025-12-26 17:42:42 - INFO - Train Policy_loss: 1.6084
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2025-12-26 17:42:42 - INFO - Train Value_loss: 14.4148
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2025-12-26 17:42:42 - INFO - Train Value_mae: 3.6050
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2025-12-26 17:42:42 - INFO - Train Value_mse: 14.4148
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2025-12-26 17:42:42 - INFO - Val Loss: 1.7437
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2025-12-26 17:42:42 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:42:42 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:42:42 - INFO - Val Policy_error: 0.3226
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2025-12-26 17:42:42 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:42:42 - INFO - Val Value_loss: 14.5531
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2025-12-26 17:42:42 - INFO - Val Value_mae: 3.6094
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2025-12-26 17:42:42 - INFO - Val Value_mse: 14.5531
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2025-12-26 17:49:04 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:49:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:49:04 - INFO -
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| 870 |
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2025-12-26 17:49:04 - INFO - Epoch 36/50 Summary:
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| 871 |
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2025-12-26 17:49:04 - INFO - Train Loss: 1.7535
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| 872 |
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2025-12-26 17:49:04 - INFO - Train Num_policy_tokens: 8150.8559
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2025-12-26 17:49:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:49:04 - INFO - Train Policy_error: 0.3236
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2025-12-26 17:49:04 - INFO - Train Policy_loss: 1.6094
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2025-12-26 17:49:04 - INFO - Train Value_loss: 14.4010
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2025-12-26 17:49:04 - INFO - Train Value_mae: 3.6021
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2025-12-26 17:49:04 - INFO - Train Value_mse: 14.4010
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2025-12-26 17:49:04 - INFO - Val Loss: 1.7453
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2025-12-26 17:49:04 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:49:04 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:49:04 - INFO - Val Policy_error: 0.3229
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2025-12-26 17:49:04 - INFO - Val Policy_loss: 1.5992
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2025-12-26 17:49:04 - INFO - Val Value_loss: 14.5656
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2025-12-26 17:49:04 - INFO - Val Value_mae: 3.6125
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2025-12-26 17:49:04 - INFO - Val Value_mse: 14.5656
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2025-12-26 17:55:26 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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| 888 |
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2025-12-26 17:55:26 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 17:55:26 - INFO -
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| 890 |
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2025-12-26 17:55:26 - INFO - Epoch 37/50 Summary:
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| 891 |
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2025-12-26 17:55:26 - INFO - Train Loss: 1.7530
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| 892 |
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2025-12-26 17:55:26 - INFO - Train Num_policy_tokens: 8150.7954
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2025-12-26 17:55:26 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 17:55:26 - INFO - Train Policy_error: 0.3235
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2025-12-26 17:55:26 - INFO - Train Policy_loss: 1.6090
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2025-12-26 17:55:26 - INFO - Train Value_loss: 14.4024
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2025-12-26 17:55:26 - INFO - Train Value_mae: 3.6040
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2025-12-26 17:55:26 - INFO - Train Value_mse: 14.4024
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2025-12-26 17:55:26 - INFO - Val Loss: 1.7437
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2025-12-26 17:55:26 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 17:55:26 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 17:55:26 - INFO - Val Policy_error: 0.3224
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2025-12-26 17:55:26 - INFO - Val Policy_loss: 1.5977
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2025-12-26 17:55:26 - INFO - Val Value_loss: 14.5969
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2025-12-26 17:55:26 - INFO - Val Value_mae: 3.6156
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2025-12-26 17:55:26 - INFO - Val Value_mse: 14.5969
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2025-12-26 18:01:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
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2025-12-26 18:01:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:01:49 - INFO -
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| 910 |
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2025-12-26 18:01:49 - INFO - Epoch 38/50 Summary:
|
| 911 |
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2025-12-26 18:01:49 - INFO - Train Loss: 1.7529
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| 912 |
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2025-12-26 18:01:49 - INFO - Train Num_policy_tokens: 8149.4697
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2025-12-26 18:01:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:01:49 - INFO - Train Policy_error: 0.3235
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2025-12-26 18:01:49 - INFO - Train Policy_loss: 1.6089
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2025-12-26 18:01:49 - INFO - Train Value_loss: 14.4020
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2025-12-26 18:01:49 - INFO - Train Value_mae: 3.6029
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2025-12-26 18:01:49 - INFO - Train Value_mse: 14.4020
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2025-12-26 18:01:49 - INFO - Val Loss: 1.7437
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2025-12-26 18:01:49 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:01:49 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:01:49 - INFO - Val Policy_error: 0.3224
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2025-12-26 18:01:49 - INFO - Val Policy_loss: 1.5977
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2025-12-26 18:01:49 - INFO - Val Value_loss: 14.5906
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2025-12-26 18:01:49 - INFO - Val Value_mae: 3.6141
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2025-12-26 18:01:49 - INFO - Val Value_mse: 14.5906
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2025-12-26 18:08:11 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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| 928 |
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2025-12-26 18:08:11 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:08:11 - INFO -
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2025-12-26 18:08:11 - INFO - Epoch 39/50 Summary:
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| 931 |
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2025-12-26 18:08:11 - INFO - Train Loss: 1.7530
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2025-12-26 18:08:11 - INFO - Train Num_policy_tokens: 8153.9791
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2025-12-26 18:08:11 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:08:11 - INFO - Train Policy_error: 0.3235
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2025-12-26 18:08:11 - INFO - Train Policy_loss: 1.6088
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2025-12-26 18:08:11 - INFO - Train Value_loss: 14.4037
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2025-12-26 18:08:11 - INFO - Train Value_mae: 3.6027
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2025-12-26 18:08:11 - INFO - Train Value_mse: 14.4037
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2025-12-26 18:08:11 - INFO - Val Loss: 1.7437
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2025-12-26 18:08:11 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:08:11 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:08:11 - INFO - Val Policy_error: 0.3224
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2025-12-26 18:08:11 - INFO - Val Policy_loss: 1.5977
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2025-12-26 18:08:11 - INFO - Val Value_loss: 14.5594
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2025-12-26 18:08:11 - INFO - Val Value_mae: 3.6078
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2025-12-26 18:08:11 - INFO - Val Value_mse: 14.5594
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2025-12-26 18:14:33 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:14:33 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:14:33 - INFO -
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| 950 |
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2025-12-26 18:14:33 - INFO - Epoch 40/50 Summary:
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+
2025-12-26 18:14:33 - INFO - Train Loss: 1.7519
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2025-12-26 18:14:33 - INFO - Train Num_policy_tokens: 8152.1879
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2025-12-26 18:14:33 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:14:33 - INFO - Train Policy_error: 0.3236
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2025-12-26 18:14:33 - INFO - Train Policy_loss: 1.6079
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2025-12-26 18:14:33 - INFO - Train Value_loss: 14.3993
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2025-12-26 18:14:33 - INFO - Train Value_mae: 3.6042
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2025-12-26 18:14:33 - INFO - Train Value_mse: 14.3993
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2025-12-26 18:14:33 - INFO - Val Loss: 1.7437
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2025-12-26 18:14:33 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:14:33 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:14:33 - INFO - Val Policy_error: 0.3221
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2025-12-26 18:14:33 - INFO - Val Policy_loss: 1.5977
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2025-12-26 18:14:33 - INFO - Val Value_loss: 14.5781
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2025-12-26 18:14:33 - INFO - Val Value_mae: 3.6125
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2025-12-26 18:14:33 - INFO - Val Value_mse: 14.5781
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2025-12-26 18:20:55 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:20:55 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:20:55 - INFO -
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2025-12-26 18:20:55 - INFO - Epoch 41/50 Summary:
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2025-12-26 18:20:55 - INFO - Train Loss: 1.7521
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2025-12-26 18:20:55 - INFO - Train Num_policy_tokens: 8147.7537
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2025-12-26 18:20:55 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:20:55 - INFO - Train Policy_error: 0.3234
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2025-12-26 18:20:55 - INFO - Train Policy_loss: 1.6081
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2025-12-26 18:20:55 - INFO - Train Value_loss: 14.3977
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2025-12-26 18:20:55 - INFO - Train Value_mae: 3.6025
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2025-12-26 18:20:55 - INFO - Train Value_mse: 14.3977
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2025-12-26 18:20:55 - INFO - Val Loss: 1.7437
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2025-12-26 18:20:55 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:20:55 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:20:55 - INFO - Val Policy_error: 0.3230
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2025-12-26 18:20:55 - INFO - Val Policy_loss: 1.5977
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2025-12-26 18:20:55 - INFO - Val Value_loss: 14.5813
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2025-12-26 18:20:55 - INFO - Val Value_mae: 3.6141
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2025-12-26 18:20:55 - INFO - Val Value_mse: 14.5813
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2025-12-26 18:27:17 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:27:18 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:27:18 - INFO -
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2025-12-26 18:27:18 - INFO - Epoch 42/50 Summary:
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2025-12-26 18:27:18 - INFO - Train Loss: 1.7519
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2025-12-26 18:27:18 - INFO - Train Num_policy_tokens: 8155.1858
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2025-12-26 18:27:18 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:27:18 - INFO - Train Policy_error: 0.3234
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2025-12-26 18:27:18 - INFO - Train Policy_loss: 1.6082
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2025-12-26 18:27:18 - INFO - Train Value_loss: 14.3912
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2025-12-26 18:27:18 - INFO - Train Value_mae: 3.5999
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2025-12-26 18:27:18 - INFO - Train Value_mse: 14.3912
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2025-12-26 18:27:18 - INFO - Val Loss: 1.7437
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2025-12-26 18:27:18 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-26 18:27:18 - INFO - Val Num_value_predictions: 18.5000
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2025-12-26 18:27:18 - INFO - Val Policy_error: 0.3228
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2025-12-26 18:27:18 - INFO - Val Policy_loss: 1.5977
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2025-12-26 18:27:18 - INFO - Val Value_loss: 14.5563
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2025-12-26 18:27:18 - INFO - Val Value_mae: 3.6031
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2025-12-26 18:27:18 - INFO - Val Value_mse: 14.5563
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2025-12-26 18:33:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:33:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
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2025-12-26 18:33:40 - INFO -
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2025-12-26 18:33:40 - INFO - Epoch 43/50 Summary:
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2025-12-26 18:33:40 - INFO - Train Loss: 1.7528
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2025-12-26 18:33:40 - INFO - Train Num_policy_tokens: 8148.9123
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2025-12-26 18:33:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-26 18:33:40 - INFO - Train Policy_error: 0.3235
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2025-12-26 18:33:40 - INFO - Train Policy_loss: 1.6089
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2025-12-26 18:33:40 - INFO - Train Value_loss: 14.3732
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2025-12-26 18:33:40 - INFO - Train Value_mae: 3.5990
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| 1018 |
+
2025-12-26 18:33:40 - INFO - Train Value_mse: 14.3732
|
| 1019 |
+
2025-12-26 18:33:40 - INFO - Val Loss: 1.7437
|
| 1020 |
+
2025-12-26 18:33:40 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1021 |
+
2025-12-26 18:33:40 - INFO - Val Num_value_predictions: 18.5000
|
| 1022 |
+
2025-12-26 18:33:40 - INFO - Val Policy_error: 0.3224
|
| 1023 |
+
2025-12-26 18:33:40 - INFO - Val Policy_loss: 1.5977
|
| 1024 |
+
2025-12-26 18:33:40 - INFO - Val Value_loss: 14.5906
|
| 1025 |
+
2025-12-26 18:33:40 - INFO - Val Value_mae: 3.6109
|
| 1026 |
+
2025-12-26 18:33:40 - INFO - Val Value_mse: 14.5906
|
| 1027 |
+
2025-12-26 18:40:02 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1028 |
+
2025-12-26 18:40:02 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1029 |
+
2025-12-26 18:40:02 - INFO -
|
| 1030 |
+
2025-12-26 18:40:02 - INFO - Epoch 44/50 Summary:
|
| 1031 |
+
2025-12-26 18:40:02 - INFO - Train Loss: 1.7520
|
| 1032 |
+
2025-12-26 18:40:02 - INFO - Train Num_policy_tokens: 8151.9666
|
| 1033 |
+
2025-12-26 18:40:02 - INFO - Train Num_value_predictions: 20.0000
|
| 1034 |
+
2025-12-26 18:40:02 - INFO - Train Policy_error: 0.3235
|
| 1035 |
+
2025-12-26 18:40:02 - INFO - Train Policy_loss: 1.6083
|
| 1036 |
+
2025-12-26 18:40:02 - INFO - Train Value_loss: 14.3760
|
| 1037 |
+
2025-12-26 18:40:02 - INFO - Train Value_mae: 3.6003
|
| 1038 |
+
2025-12-26 18:40:02 - INFO - Train Value_mse: 14.3760
|
| 1039 |
+
2025-12-26 18:40:02 - INFO - Val Loss: 1.7437
|
| 1040 |
+
2025-12-26 18:40:02 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1041 |
+
2025-12-26 18:40:02 - INFO - Val Num_value_predictions: 18.5000
|
| 1042 |
+
2025-12-26 18:40:02 - INFO - Val Policy_error: 0.3219
|
| 1043 |
+
2025-12-26 18:40:02 - INFO - Val Policy_loss: 1.5977
|
| 1044 |
+
2025-12-26 18:40:02 - INFO - Val Value_loss: 14.5531
|
| 1045 |
+
2025-12-26 18:40:02 - INFO - Val Value_mae: 3.6078
|
| 1046 |
+
2025-12-26 18:40:02 - INFO - Val Value_mse: 14.5531
|
| 1047 |
+
2025-12-26 18:46:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1048 |
+
2025-12-26 18:46:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1049 |
+
2025-12-26 18:46:25 - INFO -
|
| 1050 |
+
2025-12-26 18:46:25 - INFO - Epoch 45/50 Summary:
|
| 1051 |
+
2025-12-26 18:46:25 - INFO - Train Loss: 1.7521
|
| 1052 |
+
2025-12-26 18:46:25 - INFO - Train Num_policy_tokens: 8153.7432
|
| 1053 |
+
2025-12-26 18:46:25 - INFO - Train Num_value_predictions: 20.0000
|
| 1054 |
+
2025-12-26 18:46:25 - INFO - Train Policy_error: 0.3234
|
| 1055 |
+
2025-12-26 18:46:25 - INFO - Train Policy_loss: 1.6081
|
| 1056 |
+
2025-12-26 18:46:25 - INFO - Train Value_loss: 14.3841
|
| 1057 |
+
2025-12-26 18:46:25 - INFO - Train Value_mae: 3.5999
|
| 1058 |
+
2025-12-26 18:46:25 - INFO - Train Value_mse: 14.3841
|
| 1059 |
+
2025-12-26 18:46:25 - INFO - Val Loss: 1.7437
|
| 1060 |
+
2025-12-26 18:46:25 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1061 |
+
2025-12-26 18:46:25 - INFO - Val Num_value_predictions: 18.5000
|
| 1062 |
+
2025-12-26 18:46:25 - INFO - Val Policy_error: 0.3228
|
| 1063 |
+
2025-12-26 18:46:25 - INFO - Val Policy_loss: 1.5977
|
| 1064 |
+
2025-12-26 18:46:25 - INFO - Val Value_loss: 14.5719
|
| 1065 |
+
2025-12-26 18:46:25 - INFO - Val Value_mae: 3.6125
|
| 1066 |
+
2025-12-26 18:46:25 - INFO - Val Value_mse: 14.5719
|
| 1067 |
+
2025-12-26 18:52:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1068 |
+
2025-12-26 18:52:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1069 |
+
2025-12-26 18:52:47 - INFO -
|
| 1070 |
+
2025-12-26 18:52:47 - INFO - Epoch 46/50 Summary:
|
| 1071 |
+
2025-12-26 18:52:47 - INFO - Train Loss: 1.7520
|
| 1072 |
+
2025-12-26 18:52:47 - INFO - Train Num_policy_tokens: 8154.2338
|
| 1073 |
+
2025-12-26 18:52:47 - INFO - Train Num_value_predictions: 20.0000
|
| 1074 |
+
2025-12-26 18:52:47 - INFO - Train Policy_error: 0.3234
|
| 1075 |
+
2025-12-26 18:52:47 - INFO - Train Policy_loss: 1.6081
|
| 1076 |
+
2025-12-26 18:52:47 - INFO - Train Value_loss: 14.3956
|
| 1077 |
+
2025-12-26 18:52:47 - INFO - Train Value_mae: 3.6022
|
| 1078 |
+
2025-12-26 18:52:47 - INFO - Train Value_mse: 14.3956
|
| 1079 |
+
2025-12-26 18:52:47 - INFO - Val Loss: 1.7430
|
| 1080 |
+
2025-12-26 18:52:47 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1081 |
+
2025-12-26 18:52:47 - INFO - Val Num_value_predictions: 18.5000
|
| 1082 |
+
2025-12-26 18:52:47 - INFO - Val Policy_error: 0.3227
|
| 1083 |
+
2025-12-26 18:52:47 - INFO - Val Policy_loss: 1.5977
|
| 1084 |
+
2025-12-26 18:52:47 - INFO - Val Value_loss: 14.5594
|
| 1085 |
+
2025-12-26 18:52:47 - INFO - Val Value_mae: 3.6063
|
| 1086 |
+
2025-12-26 18:52:47 - INFO - Val Value_mse: 14.5594
|
| 1087 |
+
2025-12-26 18:59:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1088 |
+
2025-12-26 18:59:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1089 |
+
2025-12-26 18:59:09 - INFO -
|
| 1090 |
+
2025-12-26 18:59:09 - INFO - Epoch 47/50 Summary:
|
| 1091 |
+
2025-12-26 18:59:09 - INFO - Train Loss: 1.7519
|
| 1092 |
+
2025-12-26 18:59:09 - INFO - Train Num_policy_tokens: 8153.2923
|
| 1093 |
+
2025-12-26 18:59:09 - INFO - Train Num_value_predictions: 20.0000
|
| 1094 |
+
2025-12-26 18:59:09 - INFO - Train Policy_error: 0.3234
|
| 1095 |
+
2025-12-26 18:59:09 - INFO - Train Policy_loss: 1.6083
|
| 1096 |
+
2025-12-26 18:59:09 - INFO - Train Value_loss: 14.3648
|
| 1097 |
+
2025-12-26 18:59:09 - INFO - Train Value_mae: 3.5986
|
| 1098 |
+
2025-12-26 18:59:09 - INFO - Train Value_mse: 14.3648
|
| 1099 |
+
2025-12-26 18:59:09 - INFO - Val Loss: 1.7437
|
| 1100 |
+
2025-12-26 18:59:09 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1101 |
+
2025-12-26 18:59:09 - INFO - Val Num_value_predictions: 18.5000
|
| 1102 |
+
2025-12-26 18:59:09 - INFO - Val Policy_error: 0.3225
|
| 1103 |
+
2025-12-26 18:59:09 - INFO - Val Policy_loss: 1.5977
|
| 1104 |
+
2025-12-26 18:59:09 - INFO - Val Value_loss: 14.5594
|
| 1105 |
+
2025-12-26 18:59:09 - INFO - Val Value_mae: 3.6109
|
| 1106 |
+
2025-12-26 18:59:09 - INFO - Val Value_mse: 14.5594
|
| 1107 |
+
2025-12-26 19:05:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1108 |
+
2025-12-26 19:05:31 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1109 |
+
2025-12-26 19:05:31 - INFO -
|
| 1110 |
+
2025-12-26 19:05:31 - INFO - Epoch 48/50 Summary:
|
| 1111 |
+
2025-12-26 19:05:31 - INFO - Train Loss: 1.7525
|
| 1112 |
+
2025-12-26 19:05:31 - INFO - Train Num_policy_tokens: 8148.4530
|
| 1113 |
+
2025-12-26 19:05:31 - INFO - Train Num_value_predictions: 20.0000
|
| 1114 |
+
2025-12-26 19:05:31 - INFO - Train Policy_error: 0.3235
|
| 1115 |
+
2025-12-26 19:05:31 - INFO - Train Policy_loss: 1.6086
|
| 1116 |
+
2025-12-26 19:05:31 - INFO - Train Value_loss: 14.3835
|
| 1117 |
+
2025-12-26 19:05:31 - INFO - Train Value_mae: 3.6006
|
| 1118 |
+
2025-12-26 19:05:31 - INFO - Train Value_mse: 14.3835
|
| 1119 |
+
2025-12-26 19:05:31 - INFO - Val Loss: 1.7437
|
| 1120 |
+
2025-12-26 19:05:31 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1121 |
+
2025-12-26 19:05:31 - INFO - Val Num_value_predictions: 18.5000
|
| 1122 |
+
2025-12-26 19:05:31 - INFO - Val Policy_error: 0.3221
|
| 1123 |
+
2025-12-26 19:05:31 - INFO - Val Policy_loss: 1.5977
|
| 1124 |
+
2025-12-26 19:05:31 - INFO - Val Value_loss: 14.5719
|
| 1125 |
+
2025-12-26 19:05:31 - INFO - Val Value_mae: 3.6063
|
| 1126 |
+
2025-12-26 19:05:31 - INFO - Val Value_mse: 14.5719
|
| 1127 |
+
2025-12-26 19:11:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1128 |
+
2025-12-26 19:11:54 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1129 |
+
2025-12-26 19:11:54 - INFO -
|
| 1130 |
+
2025-12-26 19:11:54 - INFO - Epoch 49/50 Summary:
|
| 1131 |
+
2025-12-26 19:11:54 - INFO - Train Loss: 1.7525
|
| 1132 |
+
2025-12-26 19:11:54 - INFO - Train Num_policy_tokens: 8150.9916
|
| 1133 |
+
2025-12-26 19:11:54 - INFO - Train Num_value_predictions: 20.0000
|
| 1134 |
+
2025-12-26 19:11:54 - INFO - Train Policy_error: 0.3234
|
| 1135 |
+
2025-12-26 19:11:54 - INFO - Train Policy_loss: 1.6088
|
| 1136 |
+
2025-12-26 19:11:54 - INFO - Train Value_loss: 14.3754
|
| 1137 |
+
2025-12-26 19:11:54 - INFO - Train Value_mae: 3.6000
|
| 1138 |
+
2025-12-26 19:11:54 - INFO - Train Value_mse: 14.3754
|
| 1139 |
+
2025-12-26 19:11:54 - INFO - Val Loss: 1.7437
|
| 1140 |
+
2025-12-26 19:11:54 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1141 |
+
2025-12-26 19:11:54 - INFO - Val Num_value_predictions: 18.5000
|
| 1142 |
+
2025-12-26 19:11:54 - INFO - Val Policy_error: 0.3226
|
| 1143 |
+
2025-12-26 19:11:54 - INFO - Val Policy_loss: 1.5977
|
| 1144 |
+
2025-12-26 19:11:54 - INFO - Val Value_loss: 14.5563
|
| 1145 |
+
2025-12-26 19:11:54 - INFO - Val Value_mae: 3.6078
|
| 1146 |
+
2025-12-26 19:11:54 - INFO - Val Value_mse: 14.5563
|
| 1147 |
+
2025-12-26 19:18:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1148 |
+
2025-12-26 19:18:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251226-trigo-value-llama-l6-h64-it2_251221-value0.01/checkpoints/latest.chkpt
|
| 1149 |
+
2025-12-26 19:18:16 - INFO -
|
| 1150 |
+
2025-12-26 19:18:16 - INFO - Epoch 50/50 Summary:
|
| 1151 |
+
2025-12-26 19:18:16 - INFO - Train Loss: 1.7517
|
| 1152 |
+
2025-12-26 19:18:16 - INFO - Train Num_policy_tokens: 8152.6493
|
| 1153 |
+
2025-12-26 19:18:16 - INFO - Train Num_value_predictions: 20.0000
|
| 1154 |
+
2025-12-26 19:18:16 - INFO - Train Policy_error: 0.3232
|
| 1155 |
+
2025-12-26 19:18:16 - INFO - Train Policy_loss: 1.6081
|
| 1156 |
+
2025-12-26 19:18:16 - INFO - Train Value_loss: 14.3706
|
| 1157 |
+
2025-12-26 19:18:16 - INFO - Train Value_mae: 3.5987
|
| 1158 |
+
2025-12-26 19:18:16 - INFO - Train Value_mse: 14.3706
|
| 1159 |
+
2025-12-26 19:18:16 - INFO - Val Loss: 1.7453
|
| 1160 |
+
2025-12-26 19:18:16 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1161 |
+
2025-12-26 19:18:16 - INFO - Val Num_value_predictions: 18.5000
|
| 1162 |
+
2025-12-26 19:18:16 - INFO - Val Policy_error: 0.3224
|
| 1163 |
+
2025-12-26 19:18:16 - INFO - Val Policy_loss: 1.5977
|
| 1164 |
+
2025-12-26 19:18:16 - INFO - Val Value_loss: 14.6000
|
| 1165 |
+
2025-12-26 19:18:16 - INFO - Val Value_mae: 3.6125
|
| 1166 |
+
2025-12-26 19:18:16 - INFO - Val Value_mse: 14.6000
|
| 1167 |
+
2025-12-26 19:18:18 - INFO - TensorBoard writer closed
|
| 1168 |
+
2025-12-26 19:18:18 - INFO -
|
| 1169 |
+
2025-12-26 19:18:18 - INFO - ================================================================================
|
| 1170 |
+
2025-12-26 19:18:18 - INFO - Training Complete
|
| 1171 |
+
2025-12-26 19:18:18 - INFO - ================================================================================
|
| 1172 |
+
2025-12-26 19:18:18 - INFO -
|
| 1173 |
+
2025-12-26 19:18:18 - INFO - Training completed successfully!
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/config.yaml
ADDED
|
@@ -0,0 +1,92 @@
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|
| 1 |
+
id: trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain
|
| 2 |
+
desc:
|
| 3 |
+
- 'use_pretrain from: 20251220-trigo-value-llama-l6-h64-251220-value0.02/ep0036'
|
| 4 |
+
- 'model_config.lambda_value: 0.01'
|
| 5 |
+
- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 6 |
+
paths:
|
| 7 |
+
root: /home/claude/work/trigoRL
|
| 8 |
+
data: /home/claude/data
|
| 9 |
+
output: /home/claude/data/hf-trigoRL
|
| 10 |
+
use_pretrain: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 11 |
+
data:
|
| 12 |
+
type: TGNValueDataset
|
| 13 |
+
data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221
|
| 14 |
+
max_length: 8192
|
| 15 |
+
min_length: 10
|
| 16 |
+
max_file_size: 10000
|
| 17 |
+
tokenizer_config: {}
|
| 18 |
+
train_split: '*1..48/50'
|
| 19 |
+
val_split: 49/50
|
| 20 |
+
loader:
|
| 21 |
+
batch_size: 20
|
| 22 |
+
shuffle: true
|
| 23 |
+
num_workers: 0
|
| 24 |
+
pin_memory: true
|
| 25 |
+
model:
|
| 26 |
+
type: ValueCausalLoss
|
| 27 |
+
config:
|
| 28 |
+
model_config:
|
| 29 |
+
type: LlamaCausalLM
|
| 30 |
+
config:
|
| 31 |
+
vocab_size: 128
|
| 32 |
+
hidden_size: 64
|
| 33 |
+
num_layers: 6
|
| 34 |
+
num_heads: 8
|
| 35 |
+
num_key_value_heads: 2
|
| 36 |
+
max_seq_len: 8192
|
| 37 |
+
intermediate_size: 171
|
| 38 |
+
activation: silu
|
| 39 |
+
rms_norm_eps: 1.0e-06
|
| 40 |
+
use_cache: true
|
| 41 |
+
value_head_config:
|
| 42 |
+
hidden_dim: 64
|
| 43 |
+
intermediate_dim: 128
|
| 44 |
+
bottleneck_dim: 64
|
| 45 |
+
dropout: 0.1
|
| 46 |
+
lambda_policy: 1.0
|
| 47 |
+
lambda_value: 0.01
|
| 48 |
+
gamma: 0.99
|
| 49 |
+
territory_value_factor: 1.0
|
| 50 |
+
ignore_index: 0
|
| 51 |
+
value_id: 3
|
| 52 |
+
pad_id: 0
|
| 53 |
+
label_smoothing: 0.1
|
| 54 |
+
training:
|
| 55 |
+
epochs: 50
|
| 56 |
+
learning_rate: 0.0001
|
| 57 |
+
weight_decay: 0.01
|
| 58 |
+
warmup_steps: 50
|
| 59 |
+
max_grad_norm: 1.0
|
| 60 |
+
gradient_accumulation_steps: 1
|
| 61 |
+
epoch_size: null
|
| 62 |
+
dtype: bfloat16
|
| 63 |
+
scheduler:
|
| 64 |
+
type: inverse_sqrt
|
| 65 |
+
d_model: 64
|
| 66 |
+
lr_mul: 500.0
|
| 67 |
+
save_frequency: 1
|
| 68 |
+
keep_n_checkpoints: 3
|
| 69 |
+
save_mode: best
|
| 70 |
+
monitor:
|
| 71 |
+
field: val_loss
|
| 72 |
+
mode: min
|
| 73 |
+
log_frequency: 160
|
| 74 |
+
wandb:
|
| 75 |
+
enabled: true
|
| 76 |
+
tags:
|
| 77 |
+
- llama
|
| 78 |
+
- gqa
|
| 79 |
+
- value-head
|
| 80 |
+
- dual-head
|
| 81 |
+
- rl-discount
|
| 82 |
+
- pretrain
|
| 83 |
+
tensorboard:
|
| 84 |
+
enabled: true
|
| 85 |
+
env:
|
| 86 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 87 |
+
eval:
|
| 88 |
+
eval_frequency: 1
|
| 89 |
+
eval_batches: 50
|
| 90 |
+
device: cuda
|
| 91 |
+
seed: 42
|
| 92 |
+
deterministic: true
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/events.out.tfevents.1767110153.camus.402580.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:98e260850c7433ab69762a820a99376f8a6544ae84d37850942fb53822fd697e
|
| 3 |
+
size 1580384
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/train.log
ADDED
|
@@ -0,0 +1,1179 @@
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|
| 1 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 2 |
+
2025-12-30 15:55:49 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 4 |
+
2025-12-30 15:55:49 - INFO - Experiment ID: trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain
|
| 5 |
+
2025-12-30 15:55:49 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain
|
| 6 |
+
2025-12-30 15:55:49 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/config.yaml
|
| 7 |
+
2025-12-30 15:55:49 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/train.log
|
| 8 |
+
2025-12-30 15:55:49 - INFO -
|
| 9 |
+
2025-12-30 15:55:49 - INFO - Configuration:
|
| 10 |
+
2025-12-30 15:55:49 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'use_pretrain from: 20251220-trigo-value-llama-l6-h64-251220-value0.02/ep0036'
|
| 13 |
+
- 'model_config.lambda_value: 0.01'
|
| 14 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 15 |
+
paths:
|
| 16 |
+
root: .
|
| 17 |
+
data: /home/claude/data
|
| 18 |
+
output: /home/claude/data/hf-trigoRL
|
| 19 |
+
use_pretrain: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 20 |
+
data:
|
| 21 |
+
type: TGNValueDataset
|
| 22 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/
|
| 23 |
+
max_length: 8192
|
| 24 |
+
min_length: 10
|
| 25 |
+
max_file_size: 10000
|
| 26 |
+
tokenizer_config: {}
|
| 27 |
+
train_split: '*1..48/50'
|
| 28 |
+
val_split: 49/50
|
| 29 |
+
loader:
|
| 30 |
+
batch_size: 20
|
| 31 |
+
shuffle: true
|
| 32 |
+
num_workers: 0
|
| 33 |
+
pin_memory: true
|
| 34 |
+
model:
|
| 35 |
+
type: ValueCausalLoss
|
| 36 |
+
config:
|
| 37 |
+
model_config:
|
| 38 |
+
type: LlamaCausalLM
|
| 39 |
+
config:
|
| 40 |
+
vocab_size: 128
|
| 41 |
+
hidden_size: 64
|
| 42 |
+
num_layers: 6
|
| 43 |
+
num_heads: 8
|
| 44 |
+
num_key_value_heads: 2
|
| 45 |
+
max_seq_len: 8192
|
| 46 |
+
intermediate_size: 171
|
| 47 |
+
activation: silu
|
| 48 |
+
rms_norm_eps: 1.0e-06
|
| 49 |
+
use_cache: true
|
| 50 |
+
value_head_config:
|
| 51 |
+
hidden_dim: 64
|
| 52 |
+
intermediate_dim: 128
|
| 53 |
+
bottleneck_dim: 64
|
| 54 |
+
dropout: 0.1
|
| 55 |
+
lambda_policy: 1.0
|
| 56 |
+
lambda_value: 0.01
|
| 57 |
+
gamma: 0.99
|
| 58 |
+
territory_value_factor: 1.0
|
| 59 |
+
ignore_index: 0
|
| 60 |
+
value_id: 3
|
| 61 |
+
pad_id: 0
|
| 62 |
+
label_smoothing: 0.1
|
| 63 |
+
training:
|
| 64 |
+
epochs: 50
|
| 65 |
+
learning_rate: 0.0001
|
| 66 |
+
weight_decay: 0.01
|
| 67 |
+
warmup_steps: 50
|
| 68 |
+
max_grad_norm: 1.0
|
| 69 |
+
gradient_accumulation_steps: 1
|
| 70 |
+
epoch_size: null
|
| 71 |
+
dtype: bfloat16
|
| 72 |
+
scheduler:
|
| 73 |
+
type: inverse_sqrt
|
| 74 |
+
d_model: 64
|
| 75 |
+
lr_mul: 500.0
|
| 76 |
+
save_frequency: 1
|
| 77 |
+
keep_n_checkpoints: 3
|
| 78 |
+
save_mode: best
|
| 79 |
+
monitor:
|
| 80 |
+
field: val_loss
|
| 81 |
+
mode: min
|
| 82 |
+
log_frequency: 160
|
| 83 |
+
wandb:
|
| 84 |
+
enabled: true
|
| 85 |
+
tags:
|
| 86 |
+
- llama
|
| 87 |
+
- gqa
|
| 88 |
+
- value-head
|
| 89 |
+
- dual-head
|
| 90 |
+
- rl-discount
|
| 91 |
+
- pretrain
|
| 92 |
+
tensorboard:
|
| 93 |
+
enabled: true
|
| 94 |
+
env:
|
| 95 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 96 |
+
eval:
|
| 97 |
+
eval_frequency: 1
|
| 98 |
+
eval_batches: 50
|
| 99 |
+
device: cuda
|
| 100 |
+
seed: 42
|
| 101 |
+
deterministic: true
|
| 102 |
+
|
| 103 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 104 |
+
2025-12-30 15:55:49 - INFO - Setting Random Seeds
|
| 105 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 106 |
+
2025-12-30 15:55:49 - INFO - Seed: 42
|
| 107 |
+
2025-12-30 15:55:49 - INFO - Deterministic: True
|
| 108 |
+
2025-12-30 15:55:49 - INFO -
|
| 109 |
+
2025-12-30 15:55:49 - INFO - Device: cuda
|
| 110 |
+
2025-12-30 15:55:49 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 111 |
+
2025-12-30 15:55:49 - INFO - Memory: 25.26 GB
|
| 112 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 113 |
+
2025-12-30 15:55:49 - INFO - Creating Datasets
|
| 114 |
+
2025-12-30 15:55:49 - INFO - ================================================================================
|
| 115 |
+
2025-12-30 15:55:50 - INFO -
|
| 116 |
+
2025-12-30 15:55:50 - INFO - Datasets created:
|
| 117 |
+
2025-12-30 15:55:50 - INFO - Training: 9594 samples, 479 batches
|
| 118 |
+
2025-12-30 15:55:50 - INFO - Validation: 185 samples, 10 batches
|
| 119 |
+
2025-12-30 15:55:50 - INFO -
|
| 120 |
+
2025-12-30 15:55:50 - INFO - ================================================================================
|
| 121 |
+
2025-12-30 15:55:50 - INFO - Creating Trainer
|
| 122 |
+
2025-12-30 15:55:50 - INFO - ================================================================================
|
| 123 |
+
2025-12-30 15:55:50 - INFO -
|
| 124 |
+
2025-12-30 15:55:50 - INFO - Setting trainer environment variables from config:
|
| 125 |
+
2025-12-30 15:55:50 - INFO - CUDA_VISIBLE_DEVICES: 6 (already set, not overriding)
|
| 126 |
+
2025-12-30 15:55:50 - INFO - ================================================================================
|
| 127 |
+
2025-12-30 15:55:50 - INFO - Creating Model
|
| 128 |
+
2025-12-30 15:55:50 - INFO - ================================================================================
|
| 129 |
+
2025-12-30 15:55:50 - INFO - Converting model to dtype: torch.bfloat16
|
| 130 |
+
2025-12-30 15:55:50 - INFO -
|
| 131 |
+
2025-12-30 15:55:50 - INFO - Model created:
|
| 132 |
+
2025-12-30 15:55:50 - INFO - Type: ValueCausalLoss
|
| 133 |
+
2025-12-30 15:55:50 - INFO - Base model: LlamaCausalLM
|
| 134 |
+
2025-12-30 15:55:50 - INFO - Total parameters: 292,673
|
| 135 |
+
2025-12-30 15:55:50 - INFO - Trainable parameters: 292,673
|
| 136 |
+
2025-12-30 15:55:50 - INFO - Dtype: torch.bfloat16
|
| 137 |
+
2025-12-30 15:55:53 - INFO -
|
| 138 |
+
2025-12-30 15:55:53 - INFO - Trainer initialized:
|
| 139 |
+
2025-12-30 15:55:53 - INFO - Device: cuda
|
| 140 |
+
2025-12-30 15:55:53 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints
|
| 141 |
+
2025-12-30 15:55:53 - INFO - Training samples: 9594
|
| 142 |
+
2025-12-30 15:55:53 - INFO - Validation samples: 185
|
| 143 |
+
2025-12-30 15:55:53 - INFO - Batch size: 20
|
| 144 |
+
2025-12-30 15:55:53 - INFO - Gradient accumulation steps: 1
|
| 145 |
+
2025-12-30 15:55:53 - INFO - Effective batch size: 20
|
| 146 |
+
2025-12-30 15:55:53 - INFO - Epoch size: full dataset (479 batches)
|
| 147 |
+
2025-12-30 15:55:53 - INFO - Epochs: 50
|
| 148 |
+
2025-12-30 15:55:53 - INFO - Learning rate: 0.0001
|
| 149 |
+
2025-12-30 15:55:53 - INFO - Warmup steps: 50
|
| 150 |
+
2025-12-30 15:55:53 - INFO - Log frequency: every 160 examples
|
| 151 |
+
2025-12-30 15:55:53 - INFO - Wandb logging: enabled
|
| 152 |
+
2025-12-30 15:55:53 - INFO - TensorBoard logging: enabled
|
| 153 |
+
2025-12-30 15:55:53 - INFO - Loading pretrained weights from: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 154 |
+
2025-12-30 15:55:53 - INFO - Loaded weights from checkpoint (epoch 36, step 17168)
|
| 155 |
+
2025-12-30 15:55:53 - INFO - Training will start from epoch 0 with fresh optimizer/scheduler state
|
| 156 |
+
2025-12-30 15:55:53 - INFO -
|
| 157 |
+
2025-12-30 15:55:53 - INFO - ================================================================================
|
| 158 |
+
2025-12-30 15:55:53 - INFO - Starting Training
|
| 159 |
+
2025-12-30 15:55:53 - INFO - ================================================================================
|
| 160 |
+
2025-12-30 15:55:53 - INFO -
|
| 161 |
+
2025-12-30 15:55:53 - INFO - Evaluating initial model (epoch 0)...
|
| 162 |
+
2025-12-30 15:55:56 - INFO -
|
| 163 |
+
2025-12-30 15:55:56 - INFO - Initial model metrics:
|
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2025-12-30 15:55:56 - INFO - Loss: 1.8039
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2025-12-30 15:55:56 - INFO - Num_policy_tokens: 7518.2000
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2025-12-30 15:55:56 - INFO - Num_value_predictions: 18.5000
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2025-12-30 15:55:56 - INFO - Policy_error: 0.3338
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2025-12-30 15:55:56 - INFO - Policy_loss: 1.6508
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2025-12-30 15:55:56 - INFO - Value_loss: 15.3063
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2025-12-30 15:55:56 - INFO - Value_mae: 3.7766
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2025-12-30 15:55:56 - INFO - Value_mse: 15.3063
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2025-12-30 16:02:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0000_val_loss_1.6719.chkpt
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2025-12-30 16:02:26 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0000_val_loss_1.6719.chkpt
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2025-12-30 16:02:26 - INFO -
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2025-12-30 16:02:26 - INFO - Epoch 1/50 Summary:
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2025-12-30 16:02:26 - INFO - Train Loss: 1.7320
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2025-12-30 16:02:26 - INFO - Train Num_policy_tokens: 8152.3486
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2025-12-30 16:02:26 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:02:26 - INFO - Train Policy_error: 0.3406
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2025-12-30 16:02:26 - INFO - Train Policy_loss: 1.5810
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2025-12-30 16:02:26 - INFO - Train Value_loss: 15.0877
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2025-12-30 16:02:26 - INFO - Train Value_mae: 3.7136
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2025-12-30 16:02:26 - INFO - Train Value_mse: 15.0877
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2025-12-30 16:02:26 - INFO - Val Loss: 1.6719
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2025-12-30 16:02:26 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:02:26 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:02:26 - INFO - Val Policy_error: 0.3290
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2025-12-30 16:02:26 - INFO - Val Policy_loss: 1.5188
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2025-12-30 16:02:26 - INFO - Val Value_loss: 15.2781
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2025-12-30 16:02:26 - INFO - Val Value_mae: 3.7109
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2025-12-30 16:02:26 - INFO - Val Value_mse: 15.2781
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2025-12-30 16:08:54 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0001_val_loss_1.6461.chkpt
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2025-12-30 16:08:54 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0001_val_loss_1.6461.chkpt
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2025-12-30 16:08:54 - INFO -
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2025-12-30 16:08:54 - INFO - Epoch 2/50 Summary:
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2025-12-30 16:08:54 - INFO - Train Loss: 1.6649
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2025-12-30 16:08:54 - INFO - Train Num_policy_tokens: 8147.8831
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2025-12-30 16:08:54 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:08:54 - INFO - Train Policy_error: 0.3231
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2025-12-30 16:08:54 - INFO - Train Policy_loss: 1.5169
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2025-12-30 16:08:54 - INFO - Train Value_loss: 14.7928
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2025-12-30 16:08:54 - INFO - Train Value_mae: 3.6604
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2025-12-30 16:08:54 - INFO - Train Value_mse: 14.7928
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2025-12-30 16:08:54 - INFO - Val Loss: 1.6461
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2025-12-30 16:08:54 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:08:54 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:08:54 - INFO - Val Policy_error: 0.3172
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2025-12-30 16:08:54 - INFO - Val Policy_loss: 1.4945
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2025-12-30 16:08:54 - INFO - Val Value_loss: 15.1375
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2025-12-30 16:08:54 - INFO - Val Value_mae: 3.6875
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2025-12-30 16:08:54 - INFO - Val Value_mse: 15.1375
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2025-12-30 16:15:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0002_val_loss_1.6313.chkpt
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2025-12-30 16:15:22 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0002_val_loss_1.6313.chkpt
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2025-12-30 16:15:22 - INFO -
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2025-12-30 16:15:22 - INFO - Epoch 3/50 Summary:
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2025-12-30 16:15:22 - INFO - Train Loss: 1.6478
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2025-12-30 16:15:22 - INFO - Train Num_policy_tokens: 8149.4405
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2025-12-30 16:15:22 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:15:22 - INFO - Train Policy_error: 0.3160
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2025-12-30 16:15:22 - INFO - Train Policy_loss: 1.5010
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2025-12-30 16:15:22 - INFO - Train Value_loss: 14.6713
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2025-12-30 16:15:22 - INFO - Train Value_mae: 3.6405
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2025-12-30 16:15:22 - INFO - Train Value_mse: 14.6713
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2025-12-30 16:15:22 - INFO - Val Loss: 1.6313
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2025-12-30 16:15:22 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:15:22 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:15:22 - INFO - Val Policy_error: 0.3130
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2025-12-30 16:15:22 - INFO - Val Policy_loss: 1.4828
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2025-12-30 16:15:22 - INFO - Val Value_loss: 14.7688
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2025-12-30 16:15:22 - INFO - Val Value_mae: 3.6484
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2025-12-30 16:15:22 - INFO - Val Value_mse: 14.7688
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2025-12-30 16:21:51 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0003_val_loss_1.6242.chkpt
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2025-12-30 16:21:51 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0003_val_loss_1.6242.chkpt
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2025-12-30 16:21:51 - INFO -
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2025-12-30 16:21:51 - INFO - Epoch 4/50 Summary:
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2025-12-30 16:21:51 - INFO - Train Loss: 1.6376
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2025-12-30 16:21:51 - INFO - Train Num_policy_tokens: 8153.0146
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2025-12-30 16:21:51 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:21:51 - INFO - Train Policy_error: 0.3113
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2025-12-30 16:21:51 - INFO - Train Policy_loss: 1.4916
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2025-12-30 16:21:51 - INFO - Train Value_loss: 14.6069
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2025-12-30 16:21:51 - INFO - Train Value_mae: 3.6345
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2025-12-30 16:21:51 - INFO - Train Value_mse: 14.6069
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2025-12-30 16:21:51 - INFO - Val Loss: 1.6242
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2025-12-30 16:21:51 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:21:51 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:21:51 - INFO - Val Policy_error: 0.3089
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2025-12-30 16:21:51 - INFO - Val Policy_loss: 1.4789
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2025-12-30 16:21:51 - INFO - Val Value_loss: 14.6188
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2025-12-30 16:21:51 - INFO - Val Value_mae: 3.6344
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2025-12-30 16:21:51 - INFO - Val Value_mse: 14.6188
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2025-12-30 16:28:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0004_val_loss_1.6195.chkpt
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2025-12-30 16:28:20 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0004_val_loss_1.6195.chkpt
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2025-12-30 16:28:20 - INFO -
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2025-12-30 16:28:20 - INFO - Epoch 5/50 Summary:
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2025-12-30 16:28:20 - INFO - Train Loss: 1.6314
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2025-12-30 16:28:20 - INFO - Train Num_policy_tokens: 8151.7223
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2025-12-30 16:28:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:28:20 - INFO - Train Policy_error: 0.3079
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2025-12-30 16:28:20 - INFO - Train Policy_loss: 1.4859
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2025-12-30 16:28:20 - INFO - Train Value_loss: 14.5603
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2025-12-30 16:28:20 - INFO - Train Value_mae: 3.6276
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2025-12-30 16:28:20 - INFO - Train Value_mse: 14.5603
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2025-12-30 16:28:20 - INFO - Val Loss: 1.6195
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2025-12-30 16:28:20 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:28:20 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:28:20 - INFO - Val Policy_error: 0.3076
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2025-12-30 16:28:20 - INFO - Val Policy_loss: 1.4734
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2025-12-30 16:28:20 - INFO - Val Value_loss: 14.5906
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2025-12-30 16:28:20 - INFO - Val Value_mae: 3.6391
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2025-12-30 16:28:20 - INFO - Val Value_mse: 14.5906
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2025-12-30 16:34:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0005_val_loss_1.6148.chkpt
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2025-12-30 16:34:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0005_val_loss_1.6148.chkpt
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2025-12-30 16:34:48 - INFO -
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2025-12-30 16:34:48 - INFO - Epoch 6/50 Summary:
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2025-12-30 16:34:48 - INFO - Train Loss: 1.6269
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2025-12-30 16:34:48 - INFO - Train Num_policy_tokens: 8150.2129
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2025-12-30 16:34:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:34:48 - INFO - Train Policy_error: 0.3053
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2025-12-30 16:34:48 - INFO - Train Policy_loss: 1.4816
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2025-12-30 16:34:48 - INFO - Train Value_loss: 14.5455
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2025-12-30 16:34:48 - INFO - Train Value_mae: 3.6254
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2025-12-30 16:34:48 - INFO - Train Value_mse: 14.5455
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2025-12-30 16:34:48 - INFO - Val Loss: 1.6148
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2025-12-30 16:34:48 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:34:48 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:34:48 - INFO - Val Policy_error: 0.3034
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2025-12-30 16:34:48 - INFO - Val Policy_loss: 1.4688
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2025-12-30 16:34:48 - INFO - Val Value_loss: 14.6031
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2025-12-30 16:34:48 - INFO - Val Value_mae: 3.6344
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2025-12-30 16:34:48 - INFO - Val Value_mse: 14.6031
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2025-12-30 16:41:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0006_val_loss_1.6109.chkpt
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2025-12-30 16:41:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0006_val_loss_1.6109.chkpt
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2025-12-30 16:41:16 - INFO -
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2025-12-30 16:41:16 - INFO - Epoch 7/50 Summary:
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2025-12-30 16:41:16 - INFO - Train Loss: 1.6228
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2025-12-30 16:41:16 - INFO - Train Num_policy_tokens: 8150.2296
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2025-12-30 16:41:16 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:41:16 - INFO - Train Policy_error: 0.3032
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2025-12-30 16:41:16 - INFO - Train Policy_loss: 1.4777
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2025-12-30 16:41:16 - INFO - Train Value_loss: 14.5234
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2025-12-30 16:41:16 - INFO - Train Value_mae: 3.6210
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2025-12-30 16:41:16 - INFO - Train Value_mse: 14.5234
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2025-12-30 16:41:16 - INFO - Val Loss: 1.6109
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2025-12-30 16:41:16 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:41:16 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:41:16 - INFO - Val Policy_error: 0.3025
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2025-12-30 16:41:16 - INFO - Val Policy_loss: 1.4656
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2025-12-30 16:41:16 - INFO - Val Value_loss: 14.5656
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2025-12-30 16:41:16 - INFO - Val Value_mae: 3.6281
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2025-12-30 16:41:16 - INFO - Val Value_mse: 14.5656
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2025-12-30 16:47:44 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0007_val_loss_1.6086.chkpt
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2025-12-30 16:47:45 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0007_val_loss_1.6086.chkpt
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2025-12-30 16:47:45 - INFO -
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2025-12-30 16:47:45 - INFO - Epoch 8/50 Summary:
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2025-12-30 16:47:45 - INFO - Train Loss: 1.6204
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2025-12-30 16:47:45 - INFO - Train Num_policy_tokens: 8154.4301
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2025-12-30 16:47:45 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:47:45 - INFO - Train Policy_error: 0.3021
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2025-12-30 16:47:45 - INFO - Train Policy_loss: 1.4756
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2025-12-30 16:47:45 - INFO - Train Value_loss: 14.4830
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2025-12-30 16:47:45 - INFO - Train Value_mae: 3.6182
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2025-12-30 16:47:45 - INFO - Train Value_mse: 14.4830
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2025-12-30 16:47:45 - INFO - Val Loss: 1.6086
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2025-12-30 16:47:45 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:47:45 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:47:45 - INFO - Val Policy_error: 0.3015
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2025-12-30 16:47:45 - INFO - Val Policy_loss: 1.4633
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2025-12-30 16:47:45 - INFO - Val Value_loss: 14.5500
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2025-12-30 16:47:45 - INFO - Val Value_mae: 3.6172
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2025-12-30 16:47:45 - INFO - Val Value_mse: 14.5500
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2025-12-30 16:54:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 16:54:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 16:54:13 - INFO -
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2025-12-30 16:54:13 - INFO - Epoch 9/50 Summary:
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2025-12-30 16:54:13 - INFO - Train Loss: 1.6186
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2025-12-30 16:54:13 - INFO - Train Num_policy_tokens: 8152.0605
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2025-12-30 16:54:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:54:13 - INFO - Train Policy_error: 0.3010
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2025-12-30 16:54:13 - INFO - Train Policy_loss: 1.4742
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2025-12-30 16:54:13 - INFO - Train Value_loss: 14.4612
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2025-12-30 16:54:13 - INFO - Train Value_mae: 3.6146
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2025-12-30 16:54:13 - INFO - Train Value_mse: 14.4612
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2025-12-30 16:54:13 - INFO - Val Loss: 1.6094
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2025-12-30 16:54:13 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:54:13 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:54:13 - INFO - Val Policy_error: 0.3010
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2025-12-30 16:54:13 - INFO - Val Policy_loss: 1.4625
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2025-12-30 16:54:13 - INFO - Val Value_loss: 14.6687
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2025-12-30 16:54:13 - INFO - Val Value_mae: 3.6391
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2025-12-30 16:54:13 - INFO - Val Value_mse: 14.6687
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2025-12-30 17:00:41 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:00:41 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:00:41 - INFO - Epoch 10/50 Summary:
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2025-12-30 17:00:41 - INFO - Train Loss: 1.6176
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2025-12-30 17:00:41 - INFO - Train Num_policy_tokens: 8151.1524
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2025-12-30 17:00:41 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:00:41 - INFO - Train Policy_error: 0.3002
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2025-12-30 17:00:41 - INFO - Train Policy_loss: 1.4733
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2025-12-30 17:00:41 - INFO - Train Value_loss: 14.4428
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2025-12-30 17:00:41 - INFO - Train Value_mae: 3.6104
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2025-12-30 17:00:41 - INFO - Train Value_mse: 14.4428
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2025-12-30 17:00:41 - INFO - Val Loss: 1.6094
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2025-12-30 17:00:41 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:00:41 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:00:41 - INFO - Val Policy_error: 0.3003
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2025-12-30 17:00:41 - INFO - Val Policy_loss: 1.4625
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2025-12-30 17:00:41 - INFO - Val Value_loss: 14.5969
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2025-12-30 17:00:41 - INFO - Val Value_mae: 3.6437
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2025-12-30 17:00:41 - INFO - Val Value_mse: 14.5969
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2025-12-30 17:07:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0010_val_loss_1.6047.chkpt
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2025-12-30 17:07:10 - INFO -
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2025-12-30 17:07:10 - INFO - Epoch 11/50 Summary:
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2025-12-30 17:07:10 - INFO - Train Loss: 1.6160
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2025-12-30 17:07:10 - INFO - Train Num_policy_tokens: 8152.6806
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2025-12-30 17:07:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:07:10 - INFO - Train Policy_error: 0.2995
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2025-12-30 17:07:10 - INFO - Train Policy_loss: 1.4717
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2025-12-30 17:07:10 - INFO - Train Value_loss: 14.4400
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2025-12-30 17:07:10 - INFO - Train Value_mae: 3.6110
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2025-12-30 17:07:10 - INFO - Train Value_mse: 14.4400
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2025-12-30 17:07:10 - INFO - Val Loss: 1.6047
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2025-12-30 17:07:10 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:07:10 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:07:10 - INFO - Val Policy_error: 0.2984
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2025-12-30 17:07:10 - INFO - Val Policy_loss: 1.4594
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2025-12-30 17:07:10 - INFO - Val Value_loss: 14.5531
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2025-12-30 17:07:10 - INFO - Val Value_mae: 3.6250
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2025-12-30 17:07:10 - INFO - Val Value_mse: 14.5531
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2025-12-30 17:13:37 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:13:38 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:13:38 - INFO -
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2025-12-30 17:13:38 - INFO - Epoch 12/50 Summary:
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2025-12-30 17:13:38 - INFO - Train Loss: 1.6154
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2025-12-30 17:13:38 - INFO - Train Num_policy_tokens: 8152.2693
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2025-12-30 17:13:38 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:13:38 - INFO - Train Policy_error: 0.2991
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2025-12-30 17:13:38 - INFO - Train Policy_loss: 1.4711
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2025-12-30 17:13:38 - INFO - Train Value_loss: 14.4265
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2025-12-30 17:13:38 - INFO - Train Value_mae: 3.6093
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2025-12-30 17:13:38 - INFO - Train Value_mse: 14.4265
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2025-12-30 17:13:38 - INFO - Val Loss: 1.6047
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2025-12-30 17:13:38 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:13:38 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:13:38 - INFO - Val Policy_error: 0.2993
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2025-12-30 17:13:38 - INFO - Val Policy_loss: 1.4594
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2025-12-30 17:13:38 - INFO - Val Value_loss: 14.5844
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2025-12-30 17:13:38 - INFO - Val Value_mae: 3.6219
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2025-12-30 17:13:38 - INFO - Val Value_mse: 14.5844
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2025-12-30 17:20:05 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:20:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:20:06 - INFO -
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2025-12-30 17:20:06 - INFO - Epoch 13/50 Summary:
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2025-12-30 17:20:06 - INFO - Train Loss: 1.6149
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2025-12-30 17:20:06 - INFO - Train Num_policy_tokens: 8150.4008
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2025-12-30 17:20:06 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:20:06 - INFO - Train Policy_error: 0.2987
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2025-12-30 17:20:06 - INFO - Train Policy_loss: 1.4708
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2025-12-30 17:20:06 - INFO - Train Value_loss: 14.4087
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2025-12-30 17:20:06 - INFO - Train Value_mae: 3.6081
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2025-12-30 17:20:06 - INFO - Train Value_mse: 14.4087
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2025-12-30 17:20:06 - INFO - Val Loss: 1.6078
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2025-12-30 17:20:06 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:20:06 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:20:06 - INFO - Val Policy_error: 0.2994
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2025-12-30 17:20:06 - INFO - Val Policy_loss: 1.4617
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2025-12-30 17:20:06 - INFO - Val Value_loss: 14.5062
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2025-12-30 17:20:06 - INFO - Val Value_mae: 3.6063
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2025-12-30 17:20:06 - INFO - Val Value_mse: 14.5062
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2025-12-30 17:26:33 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:26:33 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:26:33 - INFO -
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2025-12-30 17:26:33 - INFO - Epoch 14/50 Summary:
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2025-12-30 17:26:33 - INFO - Train Loss: 1.6138
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2025-12-30 17:26:33 - INFO - Train Num_policy_tokens: 8150.8372
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2025-12-30 17:26:33 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:26:33 - INFO - Train Policy_error: 0.2983
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2025-12-30 17:26:33 - INFO - Train Policy_loss: 1.4700
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2025-12-30 17:26:33 - INFO - Train Value_loss: 14.4081
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2025-12-30 17:26:33 - INFO - Train Value_mae: 3.6068
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2025-12-30 17:26:33 - INFO - Train Value_mse: 14.4081
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2025-12-30 17:26:33 - INFO - Val Loss: 1.6055
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2025-12-30 17:26:33 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:26:33 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:26:33 - INFO - Val Policy_error: 0.2981
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2025-12-30 17:26:33 - INFO - Val Policy_loss: 1.4586
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2025-12-30 17:26:33 - INFO - Val Value_loss: 14.6031
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2025-12-30 17:26:33 - INFO - Val Value_mae: 3.6203
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2025-12-30 17:26:33 - INFO - Val Value_mse: 14.6031
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2025-12-30 17:33:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:33:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:33:01 - INFO -
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2025-12-30 17:33:01 - INFO - Epoch 15/50 Summary:
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2025-12-30 17:33:01 - INFO - Train Loss: 1.6134
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2025-12-30 17:33:01 - INFO - Train Num_policy_tokens: 8149.0251
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2025-12-30 17:33:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:33:01 - INFO - Train Policy_error: 0.2980
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2025-12-30 17:33:01 - INFO - Train Policy_loss: 1.4695
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2025-12-30 17:33:01 - INFO - Train Value_loss: 14.4017
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2025-12-30 17:33:01 - INFO - Train Value_mae: 3.6056
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2025-12-30 17:33:01 - INFO - Train Value_mse: 14.4017
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2025-12-30 17:33:01 - INFO - Val Loss: 1.6047
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2025-12-30 17:33:01 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:33:01 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:33:01 - INFO - Val Policy_error: 0.2990
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2025-12-30 17:33:01 - INFO - Val Policy_loss: 1.4594
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2025-12-30 17:33:01 - INFO - Val Value_loss: 14.5781
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2025-12-30 17:33:01 - INFO - Val Value_mae: 3.6125
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2025-12-30 17:33:01 - INFO - Val Value_mse: 14.5781
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2025-12-30 17:39:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0015_val_loss_1.6031.chkpt
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2025-12-30 17:39:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0015_val_loss_1.6031.chkpt
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2025-12-30 17:39:29 - INFO -
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2025-12-30 17:39:29 - INFO - Epoch 16/50 Summary:
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2025-12-30 17:39:29 - INFO - Train Loss: 1.6135
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2025-12-30 17:39:29 - INFO - Train Num_policy_tokens: 8154.8163
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2025-12-30 17:39:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:39:29 - INFO - Train Policy_error: 0.2978
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2025-12-30 17:39:29 - INFO - Train Policy_loss: 1.4697
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2025-12-30 17:39:29 - INFO - Train Value_loss: 14.3931
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2025-12-30 17:39:29 - INFO - Train Value_mae: 3.6043
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2025-12-30 17:39:29 - INFO - Train Value_mse: 14.3931
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2025-12-30 17:39:29 - INFO - Val Loss: 1.6031
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2025-12-30 17:39:29 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:39:29 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:39:29 - INFO - Val Policy_error: 0.2987
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2025-12-30 17:39:29 - INFO - Val Policy_loss: 1.4586
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2025-12-30 17:39:29 - INFO - Val Value_loss: 14.5125
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2025-12-30 17:39:29 - INFO - Val Value_mae: 3.6094
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2025-12-30 17:39:29 - INFO - Val Value_mse: 14.5125
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2025-12-30 17:45:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:45:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:45:57 - INFO -
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2025-12-30 17:45:57 - INFO - Epoch 17/50 Summary:
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2025-12-30 17:45:57 - INFO - Train Loss: 1.6121
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2025-12-30 17:45:57 - INFO - Train Num_policy_tokens: 8143.4489
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2025-12-30 17:45:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:45:57 - INFO - Train Policy_error: 0.2974
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2025-12-30 17:45:57 - INFO - Train Policy_loss: 1.4682
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2025-12-30 17:45:57 - INFO - Train Value_loss: 14.3847
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2025-12-30 17:45:57 - INFO - Train Value_mae: 3.6035
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2025-12-30 17:45:57 - INFO - Train Value_mse: 14.3847
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2025-12-30 17:45:57 - INFO - Val Loss: 1.6047
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2025-12-30 17:45:57 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:45:57 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:45:57 - INFO - Val Policy_error: 0.2982
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2025-12-30 17:45:57 - INFO - Val Policy_loss: 1.4586
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2025-12-30 17:45:57 - INFO - Val Value_loss: 14.6094
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2025-12-30 17:45:57 - INFO - Val Value_mae: 3.6234
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2025-12-30 17:45:57 - INFO - Val Value_mse: 14.6094
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2025-12-30 17:52:24 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:52:24 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:52:24 - INFO -
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2025-12-30 17:52:24 - INFO - Epoch 18/50 Summary:
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2025-12-30 17:52:24 - INFO - Train Loss: 1.6127
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2025-12-30 17:52:24 - INFO - Train Num_policy_tokens: 8153.8476
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2025-12-30 17:52:24 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:52:24 - INFO - Train Policy_error: 0.2975
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2025-12-30 17:52:24 - INFO - Train Policy_loss: 1.4687
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2025-12-30 17:52:24 - INFO - Train Value_loss: 14.3981
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2025-12-30 17:52:24 - INFO - Train Value_mae: 3.6030
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2025-12-30 17:52:24 - INFO - Train Value_mse: 14.3981
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2025-12-30 17:52:24 - INFO - Val Loss: 1.6031
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2025-12-30 17:52:24 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:52:24 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:52:24 - INFO - Val Policy_error: 0.2974
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2025-12-30 17:52:24 - INFO - Val Policy_loss: 1.4570
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2025-12-30 17:52:24 - INFO - Val Value_loss: 14.6094
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2025-12-30 17:52:24 - INFO - Val Value_mae: 3.6172
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2025-12-30 17:52:24 - INFO - Val Value_mse: 14.6094
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2025-12-30 17:58:52 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:58:52 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 17:58:52 - INFO -
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2025-12-30 17:58:52 - INFO - Epoch 19/50 Summary:
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2025-12-30 17:58:52 - INFO - Train Loss: 1.6127
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2025-12-30 17:58:52 - INFO - Train Num_policy_tokens: 8152.0793
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2025-12-30 17:58:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:58:52 - INFO - Train Policy_error: 0.2973
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2025-12-30 17:58:52 - INFO - Train Policy_loss: 1.4688
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2025-12-30 17:58:52 - INFO - Train Value_loss: 14.3768
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2025-12-30 17:58:52 - INFO - Train Value_mae: 3.6006
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2025-12-30 17:58:52 - INFO - Train Value_mse: 14.3768
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2025-12-30 17:58:52 - INFO - Val Loss: 1.6062
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2025-12-30 17:58:52 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:58:52 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:58:52 - INFO - Val Policy_error: 0.2976
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2025-12-30 17:58:52 - INFO - Val Policy_loss: 1.4586
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2025-12-30 17:58:52 - INFO - Val Value_loss: 14.5750
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2025-12-30 17:58:52 - INFO - Val Value_mae: 3.6187
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2025-12-30 17:58:52 - INFO - Val Value_mse: 14.5750
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2025-12-30 18:05:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:05:19 - INFO -
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2025-12-30 18:05:19 - INFO - Epoch 20/50 Summary:
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2025-12-30 18:05:19 - INFO - Train Loss: 1.6117
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2025-12-30 18:05:19 - INFO - Train Num_policy_tokens: 8152.5324
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2025-12-30 18:05:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:05:19 - INFO - Train Policy_error: 0.2971
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2025-12-30 18:05:19 - INFO - Train Policy_loss: 1.4680
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2025-12-30 18:05:19 - INFO - Train Value_loss: 14.3627
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2025-12-30 18:05:19 - INFO - Train Value_mae: 3.5992
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2025-12-30 18:05:19 - INFO - Train Value_mse: 14.3627
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2025-12-30 18:05:19 - INFO - Val Loss: 1.6031
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2025-12-30 18:05:19 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:05:19 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:05:19 - INFO - Val Policy_error: 0.2973
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2025-12-30 18:05:19 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:05:19 - INFO - Val Value_loss: 14.5875
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2025-12-30 18:05:19 - INFO - Val Value_mae: 3.6203
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2025-12-30 18:05:19 - INFO - Val Value_mse: 14.5875
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2025-12-30 18:11:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:11:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:11:47 - INFO -
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2025-12-30 18:11:47 - INFO - Epoch 21/50 Summary:
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2025-12-30 18:11:47 - INFO - Train Loss: 1.6116
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| 578 |
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2025-12-30 18:11:47 - INFO - Train Num_policy_tokens: 8152.5720
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2025-12-30 18:11:47 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:11:47 - INFO - Train Policy_error: 0.2970
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2025-12-30 18:11:47 - INFO - Train Policy_loss: 1.4681
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2025-12-30 18:11:47 - INFO - Train Value_loss: 14.3660
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2025-12-30 18:11:47 - INFO - Train Value_mae: 3.5996
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2025-12-30 18:11:47 - INFO - Train Value_mse: 14.3660
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2025-12-30 18:11:47 - INFO - Val Loss: 1.6031
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2025-12-30 18:11:47 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:11:47 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:11:47 - INFO - Val Policy_error: 0.2985
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2025-12-30 18:11:47 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:11:47 - INFO - Val Value_loss: 14.6375
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2025-12-30 18:11:47 - INFO - Val Value_mae: 3.6313
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2025-12-30 18:11:47 - INFO - Val Value_mse: 14.6375
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2025-12-30 18:18:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:18:15 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:18:15 - INFO -
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2025-12-30 18:18:15 - INFO - Epoch 22/50 Summary:
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2025-12-30 18:18:15 - INFO - Train Loss: 1.6112
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2025-12-30 18:18:15 - INFO - Train Num_policy_tokens: 8150.0772
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2025-12-30 18:18:15 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:18:15 - INFO - Train Policy_error: 0.2969
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2025-12-30 18:18:15 - INFO - Train Policy_loss: 1.4676
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2025-12-30 18:18:15 - INFO - Train Value_loss: 14.3691
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2025-12-30 18:18:15 - INFO - Train Value_mae: 3.5993
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2025-12-30 18:18:15 - INFO - Train Value_mse: 14.3691
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2025-12-30 18:18:15 - INFO - Val Loss: 1.6055
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2025-12-30 18:18:15 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:18:15 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:18:15 - INFO - Val Policy_error: 0.2970
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2025-12-30 18:18:15 - INFO - Val Policy_loss: 1.4578
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2025-12-30 18:18:15 - INFO - Val Value_loss: 14.6406
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2025-12-30 18:18:15 - INFO - Val Value_mae: 3.6266
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2025-12-30 18:18:15 - INFO - Val Value_mse: 14.6406
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2025-12-30 18:24:42 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:24:42 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:24:42 - INFO -
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2025-12-30 18:24:42 - INFO - Epoch 23/50 Summary:
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2025-12-30 18:24:42 - INFO - Train Loss: 1.6106
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2025-12-30 18:24:42 - INFO - Train Num_policy_tokens: 8156.7056
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2025-12-30 18:24:42 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:24:42 - INFO - Train Policy_error: 0.2967
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2025-12-30 18:24:42 - INFO - Train Policy_loss: 1.4668
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2025-12-30 18:24:42 - INFO - Train Value_loss: 14.3633
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2025-12-30 18:24:42 - INFO - Train Value_mae: 3.5988
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2025-12-30 18:24:42 - INFO - Train Value_mse: 14.3633
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2025-12-30 18:24:42 - INFO - Val Loss: 1.6031
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2025-12-30 18:24:42 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:24:42 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:24:42 - INFO - Val Policy_error: 0.2980
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2025-12-30 18:24:42 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:24:42 - INFO - Val Value_loss: 14.6375
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2025-12-30 18:24:42 - INFO - Val Value_mae: 3.6281
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2025-12-30 18:24:42 - INFO - Val Value_mse: 14.6375
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2025-12-30 18:31:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:31:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:31:10 - INFO -
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2025-12-30 18:31:10 - INFO - Epoch 24/50 Summary:
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2025-12-30 18:31:10 - INFO - Train Loss: 1.6106
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2025-12-30 18:31:10 - INFO - Train Num_policy_tokens: 8149.0146
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2025-12-30 18:31:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:31:10 - INFO - Train Policy_error: 0.2967
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2025-12-30 18:31:10 - INFO - Train Policy_loss: 1.4672
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2025-12-30 18:31:10 - INFO - Train Value_loss: 14.3499
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2025-12-30 18:31:10 - INFO - Train Value_mae: 3.5978
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2025-12-30 18:31:10 - INFO - Train Value_mse: 14.3499
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2025-12-30 18:31:10 - INFO - Val Loss: 1.6031
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2025-12-30 18:31:10 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:31:10 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:31:10 - INFO - Val Policy_error: 0.2967
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2025-12-30 18:31:10 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:31:10 - INFO - Val Value_loss: 14.7000
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2025-12-30 18:31:10 - INFO - Val Value_mae: 3.6297
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2025-12-30 18:31:10 - INFO - Val Value_mse: 14.7000
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2025-12-30 18:37:38 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:37:38 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:37:38 - INFO -
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2025-12-30 18:37:38 - INFO - Epoch 25/50 Summary:
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2025-12-30 18:37:38 - INFO - Train Loss: 1.6113
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2025-12-30 18:37:38 - INFO - Train Num_policy_tokens: 8152.4363
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2025-12-30 18:37:38 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:37:38 - INFO - Train Policy_error: 0.2967
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2025-12-30 18:37:38 - INFO - Train Policy_loss: 1.4677
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2025-12-30 18:37:38 - INFO - Train Value_loss: 14.3543
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2025-12-30 18:37:38 - INFO - Train Value_mae: 3.5982
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2025-12-30 18:37:38 - INFO - Train Value_mse: 14.3543
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2025-12-30 18:37:38 - INFO - Val Loss: 1.6039
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2025-12-30 18:37:38 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:37:38 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:37:38 - INFO - Val Policy_error: 0.2971
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2025-12-30 18:37:38 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:37:38 - INFO - Val Value_loss: 14.7000
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2025-12-30 18:37:38 - INFO - Val Value_mae: 3.6313
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2025-12-30 18:37:38 - INFO - Val Value_mse: 14.7000
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2025-12-30 18:44:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:44:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:44:06 - INFO -
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2025-12-30 18:44:06 - INFO - Epoch 26/50 Summary:
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2025-12-30 18:44:06 - INFO - Train Loss: 1.6101
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2025-12-30 18:44:06 - INFO - Train Num_policy_tokens: 8151.3653
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2025-12-30 18:44:06 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:44:06 - INFO - Train Policy_error: 0.2965
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2025-12-30 18:44:06 - INFO - Train Policy_loss: 1.4667
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2025-12-30 18:44:06 - INFO - Train Value_loss: 14.3443
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2025-12-30 18:44:06 - INFO - Train Value_mae: 3.5963
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2025-12-30 18:44:06 - INFO - Train Value_mse: 14.3443
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2025-12-30 18:44:06 - INFO - Val Loss: 1.6031
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2025-12-30 18:44:06 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:44:06 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:44:06 - INFO - Val Policy_error: 0.2977
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2025-12-30 18:44:06 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:44:06 - INFO - Val Value_loss: 14.7406
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2025-12-30 18:44:06 - INFO - Val Value_mae: 3.6422
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2025-12-30 18:44:06 - INFO - Val Value_mse: 14.7406
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2025-12-30 18:50:33 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0026_val_loss_1.6023.chkpt
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2025-12-30 18:50:34 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0026_val_loss_1.6023.chkpt
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2025-12-30 18:50:34 - INFO -
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2025-12-30 18:50:34 - INFO - Epoch 27/50 Summary:
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2025-12-30 18:50:34 - INFO - Train Loss: 1.6103
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2025-12-30 18:50:34 - INFO - Train Num_policy_tokens: 8151.8768
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2025-12-30 18:50:34 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:50:34 - INFO - Train Policy_error: 0.2965
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2025-12-30 18:50:34 - INFO - Train Policy_loss: 1.4670
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2025-12-30 18:50:34 - INFO - Train Value_loss: 14.3475
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2025-12-30 18:50:34 - INFO - Train Value_mae: 3.5965
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2025-12-30 18:50:34 - INFO - Train Value_mse: 14.3475
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2025-12-30 18:50:34 - INFO - Val Loss: 1.6023
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2025-12-30 18:50:34 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:50:34 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:50:34 - INFO - Val Policy_error: 0.2976
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2025-12-30 18:50:34 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:50:34 - INFO - Val Value_loss: 14.7063
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2025-12-30 18:50:34 - INFO - Val Value_mae: 3.6328
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2025-12-30 18:50:34 - INFO - Val Value_mse: 14.7063
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2025-12-30 18:57:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:57:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 18:57:01 - INFO -
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2025-12-30 18:57:01 - INFO - Epoch 28/50 Summary:
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2025-12-30 18:57:01 - INFO - Train Loss: 1.6098
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2025-12-30 18:57:01 - INFO - Train Num_policy_tokens: 8142.4134
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2025-12-30 18:57:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 18:57:01 - INFO - Train Policy_error: 0.2964
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2025-12-30 18:57:01 - INFO - Train Policy_loss: 1.4664
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2025-12-30 18:57:01 - INFO - Train Value_loss: 14.3469
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2025-12-30 18:57:01 - INFO - Train Value_mae: 3.5968
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2025-12-30 18:57:01 - INFO - Train Value_mse: 14.3469
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2025-12-30 18:57:01 - INFO - Val Loss: 1.6039
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2025-12-30 18:57:01 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 18:57:01 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 18:57:01 - INFO - Val Policy_error: 0.2971
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2025-12-30 18:57:01 - INFO - Val Policy_loss: 1.4570
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2025-12-30 18:57:01 - INFO - Val Value_loss: 14.7031
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2025-12-30 18:57:01 - INFO - Val Value_mae: 3.6297
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2025-12-30 18:57:01 - INFO - Val Value_mse: 14.7031
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2025-12-30 19:03:27 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:03:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:03:28 - INFO -
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2025-12-30 19:03:28 - INFO - Epoch 29/50 Summary:
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2025-12-30 19:03:28 - INFO - Train Loss: 1.6096
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2025-12-30 19:03:28 - INFO - Train Num_policy_tokens: 8149.8392
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2025-12-30 19:03:28 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:03:28 - INFO - Train Policy_error: 0.2964
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2025-12-30 19:03:28 - INFO - Train Policy_loss: 1.4662
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2025-12-30 19:03:28 - INFO - Train Value_loss: 14.3554
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2025-12-30 19:03:28 - INFO - Train Value_mae: 3.5976
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2025-12-30 19:03:28 - INFO - Train Value_mse: 14.3554
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2025-12-30 19:03:28 - INFO - Val Loss: 1.6031
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2025-12-30 19:03:28 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:03:28 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:03:28 - INFO - Val Policy_error: 0.2974
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2025-12-30 19:03:28 - INFO - Val Policy_loss: 1.4570
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2025-12-30 19:03:28 - INFO - Val Value_loss: 14.5875
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2025-12-30 19:03:28 - INFO - Val Value_mae: 3.6172
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2025-12-30 19:03:28 - INFO - Val Value_mse: 14.5875
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2025-12-30 19:09:55 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:09:56 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:09:56 - INFO -
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| 756 |
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2025-12-30 19:09:56 - INFO - Epoch 30/50 Summary:
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| 757 |
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2025-12-30 19:09:56 - INFO - Train Loss: 1.6105
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| 758 |
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2025-12-30 19:09:56 - INFO - Train Num_policy_tokens: 8148.7015
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2025-12-30 19:09:56 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:09:56 - INFO - Train Policy_error: 0.2964
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2025-12-30 19:09:56 - INFO - Train Policy_loss: 1.4671
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2025-12-30 19:09:56 - INFO - Train Value_loss: 14.3382
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2025-12-30 19:09:56 - INFO - Train Value_mae: 3.5950
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2025-12-30 19:09:56 - INFO - Train Value_mse: 14.3382
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2025-12-30 19:09:56 - INFO - Val Loss: 1.6031
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2025-12-30 19:09:56 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:09:56 - INFO - Val Num_value_predictions: 18.5000
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| 768 |
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2025-12-30 19:09:56 - INFO - Val Policy_error: 0.2972
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2025-12-30 19:09:56 - INFO - Val Policy_loss: 1.4570
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2025-12-30 19:09:56 - INFO - Val Value_loss: 14.6500
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2025-12-30 19:09:56 - INFO - Val Value_mae: 3.6266
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2025-12-30 19:09:56 - INFO - Val Value_mse: 14.6500
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2025-12-30 19:16:23 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:16:23 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:16:23 - INFO -
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| 776 |
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2025-12-30 19:16:23 - INFO - Epoch 31/50 Summary:
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| 777 |
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2025-12-30 19:16:23 - INFO - Train Loss: 1.6103
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| 778 |
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2025-12-30 19:16:23 - INFO - Train Num_policy_tokens: 8145.9332
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2025-12-30 19:16:23 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:16:23 - INFO - Train Policy_error: 0.2963
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2025-12-30 19:16:23 - INFO - Train Policy_loss: 1.4669
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2025-12-30 19:16:23 - INFO - Train Value_loss: 14.3419
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2025-12-30 19:16:23 - INFO - Train Value_mae: 3.5948
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2025-12-30 19:16:23 - INFO - Train Value_mse: 14.3419
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2025-12-30 19:16:23 - INFO - Val Loss: 1.6039
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2025-12-30 19:16:23 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:16:23 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:16:23 - INFO - Val Policy_error: 0.2974
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2025-12-30 19:16:23 - INFO - Val Policy_loss: 1.4570
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2025-12-30 19:16:23 - INFO - Val Value_loss: 14.6406
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2025-12-30 19:16:23 - INFO - Val Value_mae: 3.6203
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2025-12-30 19:16:23 - INFO - Val Value_mse: 14.6406
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2025-12-30 19:22:51 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:22:51 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:22:51 - INFO -
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2025-12-30 19:22:51 - INFO - Epoch 32/50 Summary:
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2025-12-30 19:22:51 - INFO - Train Loss: 1.6095
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2025-12-30 19:22:51 - INFO - Train Num_policy_tokens: 8152.3319
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2025-12-30 19:22:51 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:22:51 - INFO - Train Policy_error: 0.2963
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2025-12-30 19:22:51 - INFO - Train Policy_loss: 1.4662
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2025-12-30 19:22:51 - INFO - Train Value_loss: 14.3240
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2025-12-30 19:22:51 - INFO - Train Value_mae: 3.5922
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2025-12-30 19:22:51 - INFO - Train Value_mse: 14.3240
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2025-12-30 19:22:51 - INFO - Val Loss: 1.6039
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2025-12-30 19:22:51 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:22:51 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:22:51 - INFO - Val Policy_error: 0.2972
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2025-12-30 19:22:51 - INFO - Val Policy_loss: 1.4570
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2025-12-30 19:22:51 - INFO - Val Value_loss: 14.6750
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2025-12-30 19:22:51 - INFO - Val Value_mae: 3.6234
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2025-12-30 19:22:51 - INFO - Val Value_mse: 14.6750
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2025-12-30 19:29:18 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:29:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
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2025-12-30 19:29:19 - INFO -
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2025-12-30 19:29:19 - INFO - Epoch 33/50 Summary:
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| 817 |
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2025-12-30 19:29:19 - INFO - Train Loss: 1.6098
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| 818 |
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2025-12-30 19:29:19 - INFO - Train Num_policy_tokens: 8149.2505
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2025-12-30 19:29:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:29:19 - INFO - Train Policy_error: 0.2962
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2025-12-30 19:29:19 - INFO - Train Policy_loss: 1.4664
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2025-12-30 19:29:19 - INFO - Train Value_loss: 14.3441
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2025-12-30 19:29:19 - INFO - Train Value_mae: 3.5953
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2025-12-30 19:29:19 - INFO - Train Value_mse: 14.3441
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2025-12-30 19:29:19 - INFO - Val Loss: 1.6023
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2025-12-30 19:29:19 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:29:19 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:29:19 - INFO - Val Policy_error: 0.2972
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2025-12-30 19:29:19 - INFO - Val Policy_loss: 1.4563
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2025-12-30 19:29:19 - INFO - Val Value_loss: 14.6937
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2025-12-30 19:29:19 - INFO - Val Value_mae: 3.6266
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2025-12-30 19:29:19 - INFO - Val Value_mse: 14.6937
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2025-12-30 19:35:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:35:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
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2025-12-30 19:35:47 - INFO -
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| 836 |
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2025-12-30 19:35:47 - INFO - Epoch 34/50 Summary:
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| 837 |
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2025-12-30 19:35:47 - INFO - Train Loss: 1.6106
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| 838 |
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2025-12-30 19:35:47 - INFO - Train Num_policy_tokens: 8152.3653
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2025-12-30 19:35:47 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:35:47 - INFO - Train Policy_error: 0.2963
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2025-12-30 19:35:47 - INFO - Train Policy_loss: 1.4672
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2025-12-30 19:35:47 - INFO - Train Value_loss: 14.3454
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2025-12-30 19:35:47 - INFO - Train Value_mae: 3.5955
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2025-12-30 19:35:47 - INFO - Train Value_mse: 14.3454
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2025-12-30 19:35:47 - INFO - Val Loss: 1.6039
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2025-12-30 19:35:47 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:35:47 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:35:47 - INFO - Val Policy_error: 0.2973
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2025-12-30 19:35:47 - INFO - Val Policy_loss: 1.4570
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2025-12-30 19:35:47 - INFO - Val Value_loss: 14.7531
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2025-12-30 19:35:47 - INFO - Val Value_mae: 3.6375
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2025-12-30 19:35:47 - INFO - Val Value_mse: 14.7531
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2025-12-30 19:42:14 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:42:14 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
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2025-12-30 19:42:14 - INFO -
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2025-12-30 19:42:14 - INFO - Epoch 35/50 Summary:
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2025-12-30 19:42:14 - INFO - Train Loss: 1.6096
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2025-12-30 19:42:14 - INFO - Train Num_policy_tokens: 8150.7516
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2025-12-30 19:42:14 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:42:14 - INFO - Train Policy_error: 0.2962
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2025-12-30 19:42:14 - INFO - Train Policy_loss: 1.4663
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2025-12-30 19:42:14 - INFO - Train Value_loss: 14.3287
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2025-12-30 19:42:14 - INFO - Train Value_mae: 3.5936
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2025-12-30 19:42:14 - INFO - Train Value_mse: 14.3287
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2025-12-30 19:42:14 - INFO - Val Loss: 1.6023
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2025-12-30 19:42:14 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:42:14 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:42:14 - INFO - Val Policy_error: 0.2974
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2025-12-30 19:42:14 - INFO - Val Policy_loss: 1.4563
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2025-12-30 19:42:14 - INFO - Val Value_loss: 14.6875
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2025-12-30 19:42:14 - INFO - Val Value_mae: 3.6281
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2025-12-30 19:42:14 - INFO - Val Value_mse: 14.6875
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2025-12-30 19:48:42 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:48:42 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 19:48:42 - INFO -
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2025-12-30 19:48:42 - INFO - Epoch 36/50 Summary:
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| 877 |
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2025-12-30 19:48:42 - INFO - Train Loss: 1.6096
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2025-12-30 19:48:42 - INFO - Train Num_policy_tokens: 8151.2756
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2025-12-30 19:48:42 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:48:42 - INFO - Train Policy_error: 0.2962
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2025-12-30 19:48:42 - INFO - Train Policy_loss: 1.4664
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2025-12-30 19:48:42 - INFO - Train Value_loss: 14.3287
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2025-12-30 19:48:42 - INFO - Train Value_mae: 3.5932
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2025-12-30 19:48:42 - INFO - Train Value_mse: 14.3287
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2025-12-30 19:48:42 - INFO - Val Loss: 1.6023
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2025-12-30 19:48:42 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:48:42 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:48:42 - INFO - Val Policy_error: 0.2979
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2025-12-30 19:48:42 - INFO - Val Policy_loss: 1.4563
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2025-12-30 19:48:42 - INFO - Val Value_loss: 14.6562
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2025-12-30 19:48:42 - INFO - Val Value_mae: 3.6219
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2025-12-30 19:48:42 - INFO - Val Value_mse: 14.6562
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2025-12-30 19:55:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0036_val_loss_1.6016.chkpt
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2025-12-30 19:55:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/ep0036_val_loss_1.6016.chkpt
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2025-12-30 19:55:10 - INFO -
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2025-12-30 19:55:10 - INFO - Epoch 37/50 Summary:
|
| 897 |
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2025-12-30 19:55:10 - INFO - Train Loss: 1.6092
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| 898 |
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2025-12-30 19:55:10 - INFO - Train Num_policy_tokens: 8149.3695
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2025-12-30 19:55:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 19:55:10 - INFO - Train Policy_error: 0.2962
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2025-12-30 19:55:10 - INFO - Train Policy_loss: 1.4660
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2025-12-30 19:55:10 - INFO - Train Value_loss: 14.3126
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2025-12-30 19:55:10 - INFO - Train Value_mae: 3.5920
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2025-12-30 19:55:10 - INFO - Train Value_mse: 14.3126
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2025-12-30 19:55:10 - INFO - Val Loss: 1.6016
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2025-12-30 19:55:10 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 19:55:10 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 19:55:10 - INFO - Val Policy_error: 0.2974
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2025-12-30 19:55:10 - INFO - Val Policy_loss: 1.4563
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2025-12-30 19:55:10 - INFO - Val Value_loss: 14.6594
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2025-12-30 19:55:10 - INFO - Val Value_mae: 3.6234
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2025-12-30 19:55:10 - INFO - Val Value_mse: 14.6594
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2025-12-30 20:01:38 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:01:39 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:01:39 - INFO -
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2025-12-30 20:01:39 - INFO - Epoch 38/50 Summary:
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2025-12-30 20:01:39 - INFO - Train Loss: 1.6098
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2025-12-30 20:01:39 - INFO - Train Num_policy_tokens: 8153.0543
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2025-12-30 20:01:39 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:01:39 - INFO - Train Policy_error: 0.2962
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2025-12-30 20:01:39 - INFO - Train Policy_loss: 1.4666
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2025-12-30 20:01:39 - INFO - Train Value_loss: 14.3206
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2025-12-30 20:01:39 - INFO - Train Value_mae: 3.5939
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2025-12-30 20:01:39 - INFO - Train Value_mse: 14.3206
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2025-12-30 20:01:39 - INFO - Val Loss: 1.6016
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2025-12-30 20:01:39 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:01:39 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:01:39 - INFO - Val Policy_error: 0.2976
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2025-12-30 20:01:39 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:01:39 - INFO - Val Value_loss: 14.6781
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2025-12-30 20:01:39 - INFO - Val Value_mae: 3.6281
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2025-12-30 20:01:39 - INFO - Val Value_mse: 14.6781
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2025-12-30 20:08:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:08:07 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:08:07 - INFO -
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2025-12-30 20:08:07 - INFO - Epoch 39/50 Summary:
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2025-12-30 20:08:07 - INFO - Train Loss: 1.6093
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2025-12-30 20:08:07 - INFO - Train Num_policy_tokens: 8152.3674
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2025-12-30 20:08:07 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:08:07 - INFO - Train Policy_error: 0.2962
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2025-12-30 20:08:07 - INFO - Train Policy_loss: 1.4662
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2025-12-30 20:08:07 - INFO - Train Value_loss: 14.3155
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2025-12-30 20:08:07 - INFO - Train Value_mae: 3.5921
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2025-12-30 20:08:07 - INFO - Train Value_mse: 14.3155
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2025-12-30 20:08:07 - INFO - Val Loss: 1.6031
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2025-12-30 20:08:07 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:08:07 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:08:07 - INFO - Val Policy_error: 0.2976
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2025-12-30 20:08:07 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:08:07 - INFO - Val Value_loss: 14.6844
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2025-12-30 20:08:07 - INFO - Val Value_mae: 3.6313
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2025-12-30 20:08:07 - INFO - Val Value_mse: 14.6844
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2025-12-30 20:14:34 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:14:35 - INFO -
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2025-12-30 20:14:35 - INFO - Epoch 40/50 Summary:
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2025-12-30 20:14:35 - INFO - Train Loss: 1.6103
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2025-12-30 20:14:35 - INFO - Train Num_policy_tokens: 8153.1482
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2025-12-30 20:14:35 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:14:35 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:14:35 - INFO - Train Policy_loss: 1.4667
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2025-12-30 20:14:35 - INFO - Train Value_loss: 14.3317
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2025-12-30 20:14:35 - INFO - Train Value_mae: 3.5933
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2025-12-30 20:14:35 - INFO - Train Value_mse: 14.3317
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2025-12-30 20:14:35 - INFO - Val Loss: 1.6031
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2025-12-30 20:14:35 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:14:35 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:14:35 - INFO - Val Policy_error: 0.2973
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2025-12-30 20:14:35 - INFO - Val Policy_loss: 1.4570
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2025-12-30 20:14:35 - INFO - Val Value_loss: 14.6562
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2025-12-30 20:14:35 - INFO - Val Value_mae: 3.6234
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2025-12-30 20:14:35 - INFO - Val Value_mse: 14.6562
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2025-12-30 20:21:02 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:21:02 - INFO -
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2025-12-30 20:21:02 - INFO - Epoch 41/50 Summary:
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2025-12-30 20:21:02 - INFO - Train Loss: 1.6093
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2025-12-30 20:21:02 - INFO - Train Num_policy_tokens: 8151.0919
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2025-12-30 20:21:02 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:21:02 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:21:02 - INFO - Train Policy_loss: 1.4661
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2025-12-30 20:21:02 - INFO - Train Value_loss: 14.3336
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2025-12-30 20:21:02 - INFO - Train Value_mae: 3.5938
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2025-12-30 20:21:02 - INFO - Train Value_mse: 14.3336
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2025-12-30 20:21:02 - INFO - Val Loss: 1.6023
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2025-12-30 20:21:02 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:21:02 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:21:02 - INFO - Val Policy_error: 0.2971
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2025-12-30 20:21:02 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:21:02 - INFO - Val Value_loss: 14.6750
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2025-12-30 20:21:02 - INFO - Val Value_mae: 3.6266
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2025-12-30 20:21:02 - INFO - Val Value_mse: 14.6750
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2025-12-30 20:27:30 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:27:30 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:27:30 - INFO -
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2025-12-30 20:27:30 - INFO - Epoch 42/50 Summary:
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2025-12-30 20:27:30 - INFO - Train Loss: 1.6106
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2025-12-30 20:27:30 - INFO - Train Num_policy_tokens: 8152.0522
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2025-12-30 20:27:30 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:27:30 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:27:30 - INFO - Train Policy_loss: 1.4672
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2025-12-30 20:27:30 - INFO - Train Value_loss: 14.3242
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2025-12-30 20:27:30 - INFO - Train Value_mae: 3.5925
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2025-12-30 20:27:30 - INFO - Train Value_mse: 14.3242
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2025-12-30 20:27:30 - INFO - Val Loss: 1.6016
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2025-12-30 20:27:30 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:27:30 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:27:30 - INFO - Val Policy_error: 0.2972
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2025-12-30 20:27:30 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:27:30 - INFO - Val Value_loss: 14.6469
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2025-12-30 20:27:30 - INFO - Val Value_mae: 3.6266
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2025-12-30 20:27:30 - INFO - Val Value_mse: 14.6469
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2025-12-30 20:33:57 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:33:57 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:33:57 - INFO -
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2025-12-30 20:33:57 - INFO - Epoch 43/50 Summary:
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2025-12-30 20:33:57 - INFO - Train Loss: 1.6099
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2025-12-30 20:33:57 - INFO - Train Num_policy_tokens: 8151.0271
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2025-12-30 20:33:57 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:33:57 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:33:57 - INFO - Train Policy_loss: 1.4668
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2025-12-30 20:33:57 - INFO - Train Value_loss: 14.3175
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2025-12-30 20:33:57 - INFO - Train Value_mae: 3.5927
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2025-12-30 20:33:57 - INFO - Train Value_mse: 14.3175
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2025-12-30 20:33:57 - INFO - Val Loss: 1.6016
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2025-12-30 20:33:57 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:33:57 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:33:57 - INFO - Val Policy_error: 0.2973
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2025-12-30 20:33:57 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:33:57 - INFO - Val Value_loss: 14.6781
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2025-12-30 20:33:57 - INFO - Val Value_mae: 3.6250
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2025-12-30 20:33:57 - INFO - Val Value_mse: 14.6781
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2025-12-30 20:40:25 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:40:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:40:25 - INFO -
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2025-12-30 20:40:25 - INFO - Epoch 44/50 Summary:
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2025-12-30 20:40:25 - INFO - Train Loss: 1.6093
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2025-12-30 20:40:25 - INFO - Train Num_policy_tokens: 8147.8956
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2025-12-30 20:40:25 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:40:25 - INFO - Train Policy_error: 0.2960
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2025-12-30 20:40:25 - INFO - Train Policy_loss: 1.4659
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2025-12-30 20:40:25 - INFO - Train Value_loss: 14.3302
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2025-12-30 20:40:25 - INFO - Train Value_mae: 3.5931
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2025-12-30 20:40:25 - INFO - Train Value_mse: 14.3302
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2025-12-30 20:40:25 - INFO - Val Loss: 1.6023
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2025-12-30 20:40:25 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:40:25 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:40:25 - INFO - Val Policy_error: 0.2972
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2025-12-30 20:40:25 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:40:25 - INFO - Val Value_loss: 14.7125
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2025-12-30 20:40:25 - INFO - Val Value_mae: 3.6281
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2025-12-30 20:40:25 - INFO - Val Value_mse: 14.7125
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2025-12-30 20:46:52 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:46:52 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:46:52 - INFO -
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2025-12-30 20:46:52 - INFO - Epoch 45/50 Summary:
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2025-12-30 20:46:52 - INFO - Train Loss: 1.6091
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2025-12-30 20:46:52 - INFO - Train Num_policy_tokens: 8149.6743
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2025-12-30 20:46:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:46:52 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:46:52 - INFO - Train Policy_loss: 1.4660
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2025-12-30 20:46:52 - INFO - Train Value_loss: 14.3102
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2025-12-30 20:46:52 - INFO - Train Value_mae: 3.5918
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2025-12-30 20:46:52 - INFO - Train Value_mse: 14.3102
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2025-12-30 20:46:52 - INFO - Val Loss: 1.6016
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2025-12-30 20:46:52 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:46:52 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:46:52 - INFO - Val Policy_error: 0.2967
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2025-12-30 20:46:52 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:46:52 - INFO - Val Value_loss: 14.6937
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2025-12-30 20:46:52 - INFO - Val Value_mae: 3.6266
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2025-12-30 20:46:52 - INFO - Val Value_mse: 14.6937
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2025-12-30 20:53:20 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:53:20 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:53:20 - INFO -
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2025-12-30 20:53:20 - INFO - Epoch 46/50 Summary:
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2025-12-30 20:53:20 - INFO - Train Loss: 1.6091
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2025-12-30 20:53:20 - INFO - Train Num_policy_tokens: 8151.6555
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2025-12-30 20:53:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:53:20 - INFO - Train Policy_error: 0.2962
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2025-12-30 20:53:20 - INFO - Train Policy_loss: 1.4660
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2025-12-30 20:53:20 - INFO - Train Value_loss: 14.3124
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2025-12-30 20:53:20 - INFO - Train Value_mae: 3.5913
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2025-12-30 20:53:20 - INFO - Train Value_mse: 14.3124
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2025-12-30 20:53:20 - INFO - Val Loss: 1.6016
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2025-12-30 20:53:20 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:53:20 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:53:20 - INFO - Val Policy_error: 0.2982
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2025-12-30 20:53:20 - INFO - Val Policy_loss: 1.4563
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2025-12-30 20:53:20 - INFO - Val Value_loss: 14.6781
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2025-12-30 20:53:20 - INFO - Val Value_mae: 3.6250
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2025-12-30 20:53:20 - INFO - Val Value_mse: 14.6781
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2025-12-30 20:59:47 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:59:48 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 20:59:48 - INFO -
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2025-12-30 20:59:48 - INFO - Epoch 47/50 Summary:
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2025-12-30 20:59:48 - INFO - Train Loss: 1.6094
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2025-12-30 20:59:48 - INFO - Train Num_policy_tokens: 8153.8977
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2025-12-30 20:59:48 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 20:59:48 - INFO - Train Policy_error: 0.2961
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2025-12-30 20:59:48 - INFO - Train Policy_loss: 1.4663
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2025-12-30 20:59:48 - INFO - Train Value_loss: 14.3173
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2025-12-30 20:59:48 - INFO - Train Value_mae: 3.5919
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2025-12-30 20:59:48 - INFO - Train Value_mse: 14.3173
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2025-12-30 20:59:48 - INFO - Val Loss: 1.6031
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2025-12-30 20:59:48 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 20:59:48 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 20:59:48 - INFO - Val Policy_error: 0.2968
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2025-12-30 20:59:48 - INFO - Val Policy_loss: 1.4570
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2025-12-30 20:59:48 - INFO - Val Value_loss: 14.6750
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2025-12-30 20:59:48 - INFO - Val Value_mae: 3.6297
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2025-12-30 20:59:48 - INFO - Val Value_mse: 14.6750
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2025-12-30 21:06:15 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 21:06:15 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
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2025-12-30 21:06:15 - INFO - Epoch 48/50 Summary:
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2025-12-30 21:06:15 - INFO - Train Loss: 1.6096
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2025-12-30 21:06:15 - INFO - Train Num_policy_tokens: 8149.3967
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2025-12-30 21:06:15 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 21:06:15 - INFO - Train Policy_error: 0.2960
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2025-12-30 21:06:15 - INFO - Train Policy_loss: 1.4664
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2025-12-30 21:06:15 - INFO - Train Value_loss: 14.3145
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2025-12-30 21:06:15 - INFO - Train Value_mae: 3.5921
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2025-12-30 21:06:15 - INFO - Train Value_mse: 14.3145
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2025-12-30 21:06:15 - INFO - Val Loss: 1.6023
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2025-12-30 21:06:15 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 21:06:15 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 21:06:15 - INFO - Val Policy_error: 0.2971
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2025-12-30 21:06:15 - INFO - Val Policy_loss: 1.4563
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| 1131 |
+
2025-12-30 21:06:15 - INFO - Val Value_mae: 3.6281
|
| 1132 |
+
2025-12-30 21:06:15 - INFO - Val Value_mse: 14.6781
|
| 1133 |
+
2025-12-30 21:12:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
| 1134 |
+
2025-12-30 21:12:43 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
| 1135 |
+
2025-12-30 21:12:43 - INFO -
|
| 1136 |
+
2025-12-30 21:12:43 - INFO - Epoch 49/50 Summary:
|
| 1137 |
+
2025-12-30 21:12:43 - INFO - Train Loss: 1.6090
|
| 1138 |
+
2025-12-30 21:12:43 - INFO - Train Num_policy_tokens: 8151.5804
|
| 1139 |
+
2025-12-30 21:12:43 - INFO - Train Num_value_predictions: 20.0000
|
| 1140 |
+
2025-12-30 21:12:43 - INFO - Train Policy_error: 0.2960
|
| 1141 |
+
2025-12-30 21:12:43 - INFO - Train Policy_loss: 1.4658
|
| 1142 |
+
2025-12-30 21:12:43 - INFO - Train Value_loss: 14.3148
|
| 1143 |
+
2025-12-30 21:12:43 - INFO - Train Value_mae: 3.5923
|
| 1144 |
+
2025-12-30 21:12:43 - INFO - Train Value_mse: 14.3148
|
| 1145 |
+
2025-12-30 21:12:43 - INFO - Val Loss: 1.6023
|
| 1146 |
+
2025-12-30 21:12:43 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1147 |
+
2025-12-30 21:12:43 - INFO - Val Num_value_predictions: 18.5000
|
| 1148 |
+
2025-12-30 21:12:43 - INFO - Val Policy_error: 0.2972
|
| 1149 |
+
2025-12-30 21:12:43 - INFO - Val Policy_loss: 1.4563
|
| 1150 |
+
2025-12-30 21:12:43 - INFO - Val Value_loss: 14.6937
|
| 1151 |
+
2025-12-30 21:12:43 - INFO - Val Value_mae: 3.6297
|
| 1152 |
+
2025-12-30 21:12:43 - INFO - Val Value_mse: 14.6937
|
| 1153 |
+
2025-12-30 21:19:11 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
| 1154 |
+
2025-12-30 21:19:11 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-pretrain/checkpoints/latest.chkpt
|
| 1155 |
+
2025-12-30 21:19:11 - INFO -
|
| 1156 |
+
2025-12-30 21:19:11 - INFO - Epoch 50/50 Summary:
|
| 1157 |
+
2025-12-30 21:19:11 - INFO - Train Loss: 1.6095
|
| 1158 |
+
2025-12-30 21:19:11 - INFO - Train Num_policy_tokens: 8154.0647
|
| 1159 |
+
2025-12-30 21:19:11 - INFO - Train Num_value_predictions: 20.0000
|
| 1160 |
+
2025-12-30 21:19:11 - INFO - Train Policy_error: 0.2961
|
| 1161 |
+
2025-12-30 21:19:11 - INFO - Train Policy_loss: 1.4662
|
| 1162 |
+
2025-12-30 21:19:11 - INFO - Train Value_loss: 14.3175
|
| 1163 |
+
2025-12-30 21:19:11 - INFO - Train Value_mae: 3.5917
|
| 1164 |
+
2025-12-30 21:19:11 - INFO - Train Value_mse: 14.3175
|
| 1165 |
+
2025-12-30 21:19:11 - INFO - Val Loss: 1.6023
|
| 1166 |
+
2025-12-30 21:19:11 - INFO - Val Num_policy_tokens: 7518.2000
|
| 1167 |
+
2025-12-30 21:19:11 - INFO - Val Num_value_predictions: 18.5000
|
| 1168 |
+
2025-12-30 21:19:11 - INFO - Val Policy_error: 0.2971
|
| 1169 |
+
2025-12-30 21:19:11 - INFO - Val Policy_loss: 1.4563
|
| 1170 |
+
2025-12-30 21:19:11 - INFO - Val Value_loss: 14.6375
|
| 1171 |
+
2025-12-30 21:19:11 - INFO - Val Value_mae: 3.6219
|
| 1172 |
+
2025-12-30 21:19:11 - INFO - Val Value_mse: 14.6375
|
| 1173 |
+
2025-12-30 21:19:13 - INFO - TensorBoard writer closed
|
| 1174 |
+
2025-12-30 21:19:13 - INFO -
|
| 1175 |
+
2025-12-30 21:19:13 - INFO - ================================================================================
|
| 1176 |
+
2025-12-30 21:19:13 - INFO - Training Complete
|
| 1177 |
+
2025-12-30 21:19:13 - INFO - ================================================================================
|
| 1178 |
+
2025-12-30 21:19:13 - INFO -
|
| 1179 |
+
2025-12-30 21:19:13 - INFO - Training completed successfully!
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/config.yaml
ADDED
|
@@ -0,0 +1,92 @@
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|
| 1 |
+
id: trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume
|
| 2 |
+
desc:
|
| 3 |
+
- 'resume from: 20251220-trigo-value-llama-l6-h64-251220-value0.02/ep0036'
|
| 4 |
+
- 'model_config.lambda_value: 0.01'
|
| 5 |
+
- 'data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 6 |
+
paths:
|
| 7 |
+
root: /home/claude/work/trigoRL
|
| 8 |
+
data: /home/claude/data
|
| 9 |
+
output: /home/claude/data/hf-trigoRL
|
| 10 |
+
resume_from: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 11 |
+
data:
|
| 12 |
+
type: TGNValueDataset
|
| 13 |
+
data_dir: /home/claude/data/hf-trigoRL/selfplay/iteration2-sim200-20251221
|
| 14 |
+
max_length: 8192
|
| 15 |
+
min_length: 10
|
| 16 |
+
max_file_size: 10000
|
| 17 |
+
tokenizer_config: {}
|
| 18 |
+
train_split: '*1..48/50'
|
| 19 |
+
val_split: 49/50
|
| 20 |
+
loader:
|
| 21 |
+
batch_size: 20
|
| 22 |
+
shuffle: true
|
| 23 |
+
num_workers: 0
|
| 24 |
+
pin_memory: true
|
| 25 |
+
model:
|
| 26 |
+
type: ValueCausalLoss
|
| 27 |
+
config:
|
| 28 |
+
model_config:
|
| 29 |
+
type: LlamaCausalLM
|
| 30 |
+
config:
|
| 31 |
+
vocab_size: 128
|
| 32 |
+
hidden_size: 64
|
| 33 |
+
num_layers: 6
|
| 34 |
+
num_heads: 8
|
| 35 |
+
num_key_value_heads: 2
|
| 36 |
+
max_seq_len: 8192
|
| 37 |
+
intermediate_size: 171
|
| 38 |
+
activation: silu
|
| 39 |
+
rms_norm_eps: 1.0e-06
|
| 40 |
+
use_cache: true
|
| 41 |
+
value_head_config:
|
| 42 |
+
hidden_dim: 64
|
| 43 |
+
intermediate_dim: 128
|
| 44 |
+
bottleneck_dim: 64
|
| 45 |
+
dropout: 0.1
|
| 46 |
+
lambda_policy: 1.0
|
| 47 |
+
lambda_value: 0.01
|
| 48 |
+
gamma: 0.99
|
| 49 |
+
territory_value_factor: 1.0
|
| 50 |
+
ignore_index: 0
|
| 51 |
+
value_id: 3
|
| 52 |
+
pad_id: 0
|
| 53 |
+
label_smoothing: 0.1
|
| 54 |
+
training:
|
| 55 |
+
epochs: 50
|
| 56 |
+
learning_rate: 0.0001
|
| 57 |
+
weight_decay: 0.01
|
| 58 |
+
warmup_steps: 50
|
| 59 |
+
max_grad_norm: 1.0
|
| 60 |
+
gradient_accumulation_steps: 1
|
| 61 |
+
epoch_size: null
|
| 62 |
+
dtype: bfloat16
|
| 63 |
+
scheduler:
|
| 64 |
+
type: inverse_sqrt
|
| 65 |
+
d_model: 64
|
| 66 |
+
lr_mul: 500.0
|
| 67 |
+
save_frequency: 1
|
| 68 |
+
keep_n_checkpoints: 3
|
| 69 |
+
save_mode: best
|
| 70 |
+
monitor:
|
| 71 |
+
field: val_loss
|
| 72 |
+
mode: min
|
| 73 |
+
log_frequency: 160
|
| 74 |
+
wandb:
|
| 75 |
+
enabled: true
|
| 76 |
+
tags:
|
| 77 |
+
- llama
|
| 78 |
+
- gqa
|
| 79 |
+
- value-head
|
| 80 |
+
- dual-head
|
| 81 |
+
- rl-discount
|
| 82 |
+
- resume
|
| 83 |
+
tensorboard:
|
| 84 |
+
enabled: true
|
| 85 |
+
env:
|
| 86 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 87 |
+
eval:
|
| 88 |
+
eval_frequency: 1
|
| 89 |
+
eval_batches: 50
|
| 90 |
+
device: cuda
|
| 91 |
+
seed: 42
|
| 92 |
+
deterministic: true
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/events.out.tfevents.1767108943.camus.391272.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b3bf34b097c2a8387861478aad1872fd23d4fb25a8611aadf190ec60b72859f2
|
| 3 |
+
size 44005
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/events.out.tfevents.1767109494.camus.395726.0
ADDED
|
@@ -0,0 +1,3 @@
|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:6b900ef1787ea4583dbf90e55e0c5d436c6d715360d98bae28cc2cb6257bc0da
|
| 3 |
+
size 412621
|
trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/train.log
ADDED
|
@@ -0,0 +1,425 @@
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| 1 |
+
2025-12-30 15:44:50 - INFO - ================================================================================
|
| 2 |
+
2025-12-30 15:44:50 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-30 15:44:50 - INFO - ================================================================================
|
| 4 |
+
2025-12-30 15:44:50 - INFO - Experiment ID: trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume
|
| 5 |
+
2025-12-30 15:44:50 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume
|
| 6 |
+
2025-12-30 15:44:50 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/config.yaml
|
| 7 |
+
2025-12-30 15:44:50 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/train.log
|
| 8 |
+
2025-12-30 15:44:50 - INFO -
|
| 9 |
+
2025-12-30 15:44:50 - INFO - Configuration:
|
| 10 |
+
2025-12-30 15:44:50 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'resume from: 20251220-trigo-value-llama-l6-h64-251220-value0.02/ep0036'
|
| 13 |
+
- 'model_config.lambda_value: 0.01'
|
| 14 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 15 |
+
paths:
|
| 16 |
+
root: .
|
| 17 |
+
data: /home/claude/data
|
| 18 |
+
output: /home/claude/data/hf-trigoRL
|
| 19 |
+
resume_from: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 20 |
+
data:
|
| 21 |
+
type: TGNValueDataset
|
| 22 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/
|
| 23 |
+
max_length: 8192
|
| 24 |
+
min_length: 10
|
| 25 |
+
max_file_size: 10000
|
| 26 |
+
tokenizer_config: {}
|
| 27 |
+
train_split: '*1..48/50'
|
| 28 |
+
val_split: 49/50
|
| 29 |
+
loader:
|
| 30 |
+
batch_size: 20
|
| 31 |
+
shuffle: true
|
| 32 |
+
num_workers: 0
|
| 33 |
+
pin_memory: true
|
| 34 |
+
model:
|
| 35 |
+
type: ValueCausalLoss
|
| 36 |
+
config:
|
| 37 |
+
model_config:
|
| 38 |
+
type: LlamaCausalLM
|
| 39 |
+
config:
|
| 40 |
+
vocab_size: 128
|
| 41 |
+
hidden_size: 64
|
| 42 |
+
num_layers: 6
|
| 43 |
+
num_heads: 8
|
| 44 |
+
num_key_value_heads: 2
|
| 45 |
+
max_seq_len: 8192
|
| 46 |
+
intermediate_size: 171
|
| 47 |
+
activation: silu
|
| 48 |
+
rms_norm_eps: 1.0e-06
|
| 49 |
+
use_cache: true
|
| 50 |
+
value_head_config:
|
| 51 |
+
hidden_dim: 64
|
| 52 |
+
intermediate_dim: 128
|
| 53 |
+
bottleneck_dim: 64
|
| 54 |
+
dropout: 0.1
|
| 55 |
+
lambda_policy: 1.0
|
| 56 |
+
lambda_value: 0.01
|
| 57 |
+
gamma: 0.99
|
| 58 |
+
territory_value_factor: 1.0
|
| 59 |
+
ignore_index: 0
|
| 60 |
+
value_id: 3
|
| 61 |
+
pad_id: 0
|
| 62 |
+
label_smoothing: 0.1
|
| 63 |
+
training:
|
| 64 |
+
epochs: 50
|
| 65 |
+
learning_rate: 0.0001
|
| 66 |
+
weight_decay: 0.01
|
| 67 |
+
warmup_steps: 50
|
| 68 |
+
max_grad_norm: 1.0
|
| 69 |
+
gradient_accumulation_steps: 1
|
| 70 |
+
epoch_size: null
|
| 71 |
+
dtype: bfloat16
|
| 72 |
+
scheduler:
|
| 73 |
+
type: inverse_sqrt
|
| 74 |
+
d_model: 64
|
| 75 |
+
lr_mul: 500.0
|
| 76 |
+
save_frequency: 1
|
| 77 |
+
keep_n_checkpoints: 3
|
| 78 |
+
save_mode: best
|
| 79 |
+
monitor:
|
| 80 |
+
field: val_loss
|
| 81 |
+
mode: min
|
| 82 |
+
log_frequency: 160
|
| 83 |
+
wandb:
|
| 84 |
+
enabled: true
|
| 85 |
+
tags:
|
| 86 |
+
- llama
|
| 87 |
+
- gqa
|
| 88 |
+
- value-head
|
| 89 |
+
- dual-head
|
| 90 |
+
- rl-discount
|
| 91 |
+
- resume
|
| 92 |
+
tensorboard:
|
| 93 |
+
enabled: true
|
| 94 |
+
env:
|
| 95 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 96 |
+
eval:
|
| 97 |
+
eval_frequency: 1
|
| 98 |
+
eval_batches: 50
|
| 99 |
+
device: cuda
|
| 100 |
+
seed: 42
|
| 101 |
+
deterministic: true
|
| 102 |
+
|
| 103 |
+
2025-12-30 15:44:50 - INFO - ================================================================================
|
| 104 |
+
2025-12-30 15:44:50 - INFO - Setting Random Seeds
|
| 105 |
+
2025-12-30 15:44:50 - INFO - ================================================================================
|
| 106 |
+
2025-12-30 15:44:51 - INFO - Seed: 42
|
| 107 |
+
2025-12-30 15:44:51 - INFO - Deterministic: True
|
| 108 |
+
2025-12-30 15:44:51 - INFO -
|
| 109 |
+
2025-12-30 15:44:51 - INFO - Device: cuda
|
| 110 |
+
2025-12-30 15:44:51 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 111 |
+
2025-12-30 15:44:51 - INFO - Memory: 25.26 GB
|
| 112 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 113 |
+
2025-12-30 15:44:51 - INFO - Creating Datasets
|
| 114 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 115 |
+
2025-12-30 15:44:51 - INFO -
|
| 116 |
+
2025-12-30 15:44:51 - INFO - Datasets created:
|
| 117 |
+
2025-12-30 15:44:51 - INFO - Training: 9594 samples, 479 batches
|
| 118 |
+
2025-12-30 15:44:51 - INFO - Validation: 185 samples, 10 batches
|
| 119 |
+
2025-12-30 15:44:51 - INFO -
|
| 120 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 121 |
+
2025-12-30 15:44:51 - INFO - Creating Trainer
|
| 122 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 123 |
+
2025-12-30 15:44:51 - INFO -
|
| 124 |
+
2025-12-30 15:44:51 - INFO - Setting trainer environment variables from config:
|
| 125 |
+
2025-12-30 15:44:51 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
|
| 126 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 127 |
+
2025-12-30 15:44:51 - INFO - Creating Model
|
| 128 |
+
2025-12-30 15:44:51 - INFO - ================================================================================
|
| 129 |
+
2025-12-30 15:44:51 - INFO - Converting model to dtype: torch.bfloat16
|
| 130 |
+
2025-12-30 15:44:51 - INFO -
|
| 131 |
+
2025-12-30 15:44:51 - INFO - Model created:
|
| 132 |
+
2025-12-30 15:44:51 - INFO - Type: ValueCausalLoss
|
| 133 |
+
2025-12-30 15:44:51 - INFO - Base model: LlamaCausalLM
|
| 134 |
+
2025-12-30 15:44:51 - INFO - Total parameters: 292,673
|
| 135 |
+
2025-12-30 15:44:51 - INFO - Trainable parameters: 292,673
|
| 136 |
+
2025-12-30 15:44:51 - INFO - Dtype: torch.bfloat16
|
| 137 |
+
2025-12-30 15:44:54 - INFO -
|
| 138 |
+
2025-12-30 15:44:54 - INFO - Trainer initialized:
|
| 139 |
+
2025-12-30 15:44:54 - INFO - Device: cuda
|
| 140 |
+
2025-12-30 15:44:54 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints
|
| 141 |
+
2025-12-30 15:44:54 - INFO - Training samples: 9594
|
| 142 |
+
2025-12-30 15:44:54 - INFO - Validation samples: 185
|
| 143 |
+
2025-12-30 15:44:54 - INFO - Batch size: 20
|
| 144 |
+
2025-12-30 15:44:54 - INFO - Gradient accumulation steps: 1
|
| 145 |
+
2025-12-30 15:44:54 - INFO - Effective batch size: 20
|
| 146 |
+
2025-12-30 15:44:54 - INFO - Epoch size: full dataset (479 batches)
|
| 147 |
+
2025-12-30 15:44:54 - INFO - Epochs: 50
|
| 148 |
+
2025-12-30 15:44:54 - INFO - Learning rate: 0.0001
|
| 149 |
+
2025-12-30 15:44:54 - INFO - Warmup steps: 50
|
| 150 |
+
2025-12-30 15:44:54 - INFO - Log frequency: every 160 examples
|
| 151 |
+
2025-12-30 15:44:54 - INFO - Wandb logging: enabled
|
| 152 |
+
2025-12-30 15:44:54 - INFO - TensorBoard logging: enabled
|
| 153 |
+
2025-12-30 15:44:54 - INFO - Loading checkpoint: /home/claude/data/hf-trigoRL/trigor/20251220-trigo-value-llama-l6-h64-251220-value0.02/checkpoints/ep0036_val_loss_2.0234.chkpt
|
| 154 |
+
2025-12-30 15:44:54 - INFO - Resumed from epoch 37, step 17168, examples 343360, validations 37
|
| 155 |
+
2025-12-30 15:44:54 - INFO -
|
| 156 |
+
2025-12-30 15:44:54 - INFO - ================================================================================
|
| 157 |
+
2025-12-30 15:44:54 - INFO - Starting Training
|
| 158 |
+
2025-12-30 15:44:54 - INFO - ================================================================================
|
| 159 |
+
2025-12-30 15:51:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0037_val_loss_1.7969.chkpt
|
| 160 |
+
2025-12-30 15:51:21 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0037_val_loss_1.7969.chkpt
|
| 161 |
+
2025-12-30 15:51:21 - INFO -
|
| 162 |
+
2025-12-30 15:51:21 - INFO - Epoch 38/50 Summary:
|
| 163 |
+
2025-12-30 15:51:21 - INFO - Train Loss: 1.8122
|
| 164 |
+
2025-12-30 15:51:21 - INFO - Train Num_policy_tokens: 8150.3132
|
| 165 |
+
2025-12-30 15:51:21 - INFO - Train Num_value_predictions: 20.0000
|
| 166 |
+
2025-12-30 15:51:21 - INFO - Train Policy_error: 0.3365
|
| 167 |
+
2025-12-30 15:51:21 - INFO - Train Policy_loss: 1.6604
|
| 168 |
+
2025-12-30 15:51:21 - INFO - Train Value_loss: 15.1768
|
| 169 |
+
2025-12-30 15:51:21 - INFO - Train Value_mae: 3.7521
|
| 170 |
+
2025-12-30 15:51:21 - INFO - Train Value_mse: 15.1768
|
| 171 |
+
2025-12-30 15:51:21 - INFO - Val Loss: 1.7969
|
| 172 |
+
2025-12-30 15:51:21 - INFO - Val Num_policy_tokens: 7518.2000
|
| 173 |
+
2025-12-30 15:51:21 - INFO - Val Num_value_predictions: 18.5000
|
| 174 |
+
2025-12-30 15:51:21 - INFO - Val Policy_error: 0.3342
|
| 175 |
+
2025-12-30 15:51:21 - INFO - Val Policy_loss: 1.6469
|
| 176 |
+
2025-12-30 15:51:21 - INFO - Val Value_loss: 15.0344
|
| 177 |
+
2025-12-30 15:51:21 - INFO - Val Value_mae: 3.7391
|
| 178 |
+
2025-12-30 15:51:21 - INFO - Val Value_mse: 15.0344
|
| 179 |
+
2025-12-30 15:57:45 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0038_val_loss_1.7961.chkpt
|
| 180 |
+
2025-12-30 15:57:45 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0038_val_loss_1.7961.chkpt
|
| 181 |
+
2025-12-30 15:57:45 - INFO -
|
| 182 |
+
2025-12-30 15:57:45 - INFO - Epoch 39/50 Summary:
|
| 183 |
+
2025-12-30 15:57:45 - INFO - Train Loss: 1.8090
|
| 184 |
+
2025-12-30 15:57:45 - INFO - Train Num_policy_tokens: 8150.4405
|
| 185 |
+
2025-12-30 15:57:45 - INFO - Train Num_value_predictions: 20.0000
|
| 186 |
+
2025-12-30 15:57:45 - INFO - Train Policy_error: 0.3362
|
| 187 |
+
2025-12-30 15:57:45 - INFO - Train Policy_loss: 1.6593
|
| 188 |
+
2025-12-30 15:57:45 - INFO - Train Value_loss: 14.9705
|
| 189 |
+
2025-12-30 15:57:45 - INFO - Train Value_mae: 3.7237
|
| 190 |
+
2025-12-30 15:57:45 - INFO - Train Value_mse: 14.9705
|
| 191 |
+
2025-12-30 15:57:45 - INFO - Val Loss: 1.7961
|
| 192 |
+
2025-12-30 15:57:45 - INFO - Val Num_policy_tokens: 7518.2000
|
| 193 |
+
2025-12-30 15:57:45 - INFO - Val Num_value_predictions: 18.5000
|
| 194 |
+
2025-12-30 15:57:45 - INFO - Val Policy_error: 0.3340
|
| 195 |
+
2025-12-30 15:57:45 - INFO - Val Policy_loss: 1.6461
|
| 196 |
+
2025-12-30 15:57:45 - INFO - Val Value_loss: 14.9563
|
| 197 |
+
2025-12-30 15:57:45 - INFO - Val Value_mae: 3.7281
|
| 198 |
+
2025-12-30 15:57:45 - INFO - Val Value_mse: 14.9563
|
| 199 |
+
2025-12-30 16:04:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
|
| 200 |
+
2025-12-30 16:04:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
|
| 201 |
+
2025-12-30 16:04:09 - INFO -
|
| 202 |
+
2025-12-30 16:04:09 - INFO - Epoch 40/50 Summary:
|
| 203 |
+
2025-12-30 16:04:09 - INFO - Train Loss: 1.8079
|
| 204 |
+
2025-12-30 16:04:09 - INFO - Train Num_policy_tokens: 8151.4509
|
| 205 |
+
2025-12-30 16:04:09 - INFO - Train Num_value_predictions: 20.0000
|
| 206 |
+
2025-12-30 16:04:09 - INFO - Train Policy_error: 0.3361
|
| 207 |
+
2025-12-30 16:04:09 - INFO - Train Policy_loss: 1.6590
|
| 208 |
+
2025-12-30 16:04:09 - INFO - Train Value_loss: 14.8856
|
| 209 |
+
2025-12-30 16:04:09 - INFO - Train Value_mae: 3.7102
|
| 210 |
+
2025-12-30 16:04:09 - INFO - Train Value_mse: 14.8856
|
| 211 |
+
2025-12-30 16:04:09 - INFO - Val Loss: 1.7969
|
| 212 |
+
2025-12-30 16:04:09 - INFO - Val Num_policy_tokens: 7518.2000
|
| 213 |
+
2025-12-30 16:04:09 - INFO - Val Num_value_predictions: 18.5000
|
| 214 |
+
2025-12-30 16:04:09 - INFO - Val Policy_error: 0.3333
|
| 215 |
+
2025-12-30 16:04:09 - INFO - Val Policy_loss: 1.6461
|
| 216 |
+
2025-12-30 16:04:09 - INFO - Val Value_loss: 14.9094
|
| 217 |
+
2025-12-30 16:04:09 - INFO - Val Value_mae: 3.7125
|
| 218 |
+
2025-12-30 16:04:09 - INFO - Val Value_mse: 14.9094
|
| 219 |
+
2025-12-30 16:10:33 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0040_val_loss_1.7953.chkpt
|
| 220 |
+
2025-12-30 16:10:34 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0040_val_loss_1.7953.chkpt
|
| 221 |
+
2025-12-30 16:10:34 - INFO -
|
| 222 |
+
2025-12-30 16:10:34 - INFO - Epoch 41/50 Summary:
|
| 223 |
+
2025-12-30 16:10:34 - INFO - Train Loss: 1.8070
|
| 224 |
+
2025-12-30 16:10:34 - INFO - Train Num_policy_tokens: 8149.8163
|
| 225 |
+
2025-12-30 16:10:34 - INFO - Train Num_value_predictions: 20.0000
|
| 226 |
+
2025-12-30 16:10:34 - INFO - Train Policy_error: 0.3359
|
| 227 |
+
2025-12-30 16:10:34 - INFO - Train Policy_loss: 1.6584
|
| 228 |
+
2025-12-30 16:10:34 - INFO - Train Value_loss: 14.8582
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2025-12-30 16:10:34 - INFO - Val Loss: 1.7953
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2025-12-30 16:10:34 - INFO - Val Policy_error: 0.3331
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2025-12-30 16:16:58 - INFO - Epoch 42/50 Summary:
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2025-12-30 16:16:58 - INFO - Train Loss: 1.8067
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2025-12-30 16:16:58 - INFO - Train Num_policy_tokens: 8151.4322
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2025-12-30 16:16:58 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:16:58 - INFO - Train Policy_error: 0.3358
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2025-12-30 16:16:58 - INFO - Train Policy_loss: 1.6583
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2025-12-30 16:16:58 - INFO - Train Value_loss: 14.8365
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2025-12-30 16:16:58 - INFO - Train Value_mae: 3.6987
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2025-12-30 16:16:58 - INFO - Train Value_mse: 14.8365
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2025-12-30 16:16:58 - INFO - Val Loss: 1.7961
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2025-12-30 16:16:58 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:16:58 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:16:58 - INFO - Val Policy_error: 0.3336
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2025-12-30 16:16:58 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:16:58 - INFO - Val Value_loss: 14.8375
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2025-12-30 16:16:58 - INFO - Val Value_mae: 3.7000
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2025-12-30 16:16:58 - INFO - Val Value_mse: 14.8375
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2025-12-30 16:23:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0042_val_loss_1.7937.chkpt
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2025-12-30 16:23:22 - INFO -
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2025-12-30 16:23:22 - INFO - Epoch 43/50 Summary:
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2025-12-30 16:23:22 - INFO - Train Loss: 1.8058
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2025-12-30 16:23:22 - INFO - Train Num_policy_tokens: 8152.4635
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2025-12-30 16:23:22 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:23:22 - INFO - Train Policy_error: 0.3357
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2025-12-30 16:23:22 - INFO - Train Policy_loss: 1.6578
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2025-12-30 16:23:22 - INFO - Train Value_loss: 14.8061
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2025-12-30 16:23:22 - INFO - Train Value_mae: 3.6938
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2025-12-30 16:23:22 - INFO - Train Value_mse: 14.8061
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2025-12-30 16:23:22 - INFO - Val Loss: 1.7937
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2025-12-30 16:23:22 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:23:22 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:23:22 - INFO - Val Policy_error: 0.3336
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2025-12-30 16:23:22 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:23:22 - INFO - Val Value_loss: 14.8063
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2025-12-30 16:23:22 - INFO - Val Value_mae: 3.6953
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2025-12-30 16:23:22 - INFO - Val Value_mse: 14.8063
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2025-12-30 16:29:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:29:47 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:29:47 - INFO -
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2025-12-30 16:29:47 - INFO - Epoch 44/50 Summary:
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2025-12-30 16:29:47 - INFO - Train Loss: 1.8056
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2025-12-30 16:29:47 - INFO - Train Num_policy_tokens: 8151.9624
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2025-12-30 16:29:47 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:29:47 - INFO - Train Policy_error: 0.3356
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2025-12-30 16:29:47 - INFO - Train Policy_loss: 1.6575
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2025-12-30 16:29:47 - INFO - Train Value_loss: 14.7988
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2025-12-30 16:29:47 - INFO - Train Value_mae: 3.6914
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2025-12-30 16:29:47 - INFO - Train Value_mse: 14.7988
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2025-12-30 16:29:47 - INFO - Val Loss: 1.7953
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2025-12-30 16:29:47 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:29:47 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:29:47 - INFO - Val Policy_error: 0.3332
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2025-12-30 16:29:47 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:29:47 - INFO - Val Value_loss: 14.7438
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2025-12-30 16:29:47 - INFO - Val Value_mae: 3.6828
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2025-12-30 16:29:47 - INFO - Val Value_mse: 14.7438
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2025-12-30 16:36:11 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:36:11 - INFO -
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2025-12-30 16:36:11 - INFO - Epoch 45/50 Summary:
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2025-12-30 16:36:11 - INFO - Train Loss: 1.8058
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2025-12-30 16:36:11 - INFO - Train Num_policy_tokens: 8154.4906
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2025-12-30 16:36:11 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:36:11 - INFO - Train Policy_error: 0.3356
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2025-12-30 16:36:11 - INFO - Train Policy_loss: 1.6578
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2025-12-30 16:36:11 - INFO - Train Value_loss: 14.8168
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2025-12-30 16:36:11 - INFO - Train Value_mae: 3.6936
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2025-12-30 16:36:11 - INFO - Train Value_mse: 14.8168
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2025-12-30 16:36:11 - INFO - Val Loss: 1.7945
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2025-12-30 16:36:11 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:36:11 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:36:11 - INFO - Val Policy_error: 0.3333
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2025-12-30 16:36:11 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:36:11 - INFO - Val Value_loss: 14.7875
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2025-12-30 16:36:11 - INFO - Val Value_mae: 3.6891
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2025-12-30 16:36:11 - INFO - Val Value_mse: 14.7875
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2025-12-30 16:42:35 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:42:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:42:36 - INFO -
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2025-12-30 16:42:36 - INFO - Epoch 46/50 Summary:
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2025-12-30 16:42:36 - INFO - Train Loss: 1.8052
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2025-12-30 16:42:36 - INFO - Train Num_policy_tokens: 8151.7704
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2025-12-30 16:42:36 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:42:36 - INFO - Train Policy_error: 0.3355
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2025-12-30 16:42:36 - INFO - Train Policy_loss: 1.6572
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2025-12-30 16:42:36 - INFO - Train Value_loss: 14.7974
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2025-12-30 16:42:36 - INFO - Train Value_mae: 3.6894
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2025-12-30 16:42:36 - INFO - Train Value_mse: 14.7974
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2025-12-30 16:42:36 - INFO - Val Loss: 1.7945
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2025-12-30 16:42:36 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:42:36 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:42:36 - INFO - Val Policy_error: 0.3334
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2025-12-30 16:42:36 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:42:36 - INFO - Val Value_loss: 14.7500
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2025-12-30 16:42:36 - INFO - Val Value_mae: 3.6828
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2025-12-30 16:42:36 - INFO - Val Value_mse: 14.7500
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2025-12-30 16:49:00 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:49:00 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:49:00 - INFO -
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2025-12-30 16:49:00 - INFO - Epoch 47/50 Summary:
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2025-12-30 16:49:00 - INFO - Train Loss: 1.8052
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2025-12-30 16:49:00 - INFO - Train Num_policy_tokens: 8152.6889
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2025-12-30 16:49:00 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:49:00 - INFO - Train Policy_error: 0.3355
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2025-12-30 16:49:00 - INFO - Train Policy_loss: 1.6572
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2025-12-30 16:49:00 - INFO - Train Value_loss: 14.7850
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2025-12-30 16:49:00 - INFO - Train Value_mae: 3.6878
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2025-12-30 16:49:00 - INFO - Train Value_mse: 14.7850
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2025-12-30 16:49:00 - INFO - Val Loss: 1.7937
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2025-12-30 16:49:00 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:49:00 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:49:00 - INFO - Val Policy_error: 0.3330
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2025-12-30 16:49:00 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:49:00 - INFO - Val Value_loss: 14.7188
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2025-12-30 16:49:00 - INFO - Val Value_mae: 3.6781
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2025-12-30 16:49:00 - INFO - Val Value_mse: 14.7188
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2025-12-30 16:55:23 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:55:23 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 16:55:23 - INFO -
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2025-12-30 16:55:23 - INFO - Epoch 48/50 Summary:
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2025-12-30 16:55:23 - INFO - Train Loss: 1.8050
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2025-12-30 16:55:23 - INFO - Train Num_policy_tokens: 8152.1712
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2025-12-30 16:55:23 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 16:55:23 - INFO - Train Policy_error: 0.3355
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2025-12-30 16:55:23 - INFO - Train Policy_loss: 1.6573
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2025-12-30 16:55:23 - INFO - Train Value_loss: 14.7692
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2025-12-30 16:55:23 - INFO - Train Value_mae: 3.6848
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2025-12-30 16:55:23 - INFO - Train Value_mse: 14.7692
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2025-12-30 16:55:23 - INFO - Val Loss: 1.7945
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2025-12-30 16:55:23 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 16:55:23 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 16:55:23 - INFO - Val Policy_error: 0.3330
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2025-12-30 16:55:23 - INFO - Val Policy_loss: 1.6461
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2025-12-30 16:55:23 - INFO - Val Value_loss: 14.7438
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2025-12-30 16:55:23 - INFO - Val Value_mae: 3.6797
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2025-12-30 16:55:23 - INFO - Val Value_mse: 14.7438
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2025-12-30 17:01:45 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0048_val_loss_1.7930.chkpt
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2025-12-30 17:01:45 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/ep0048_val_loss_1.7930.chkpt
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2025-12-30 17:01:45 - INFO -
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2025-12-30 17:01:45 - INFO - Epoch 49/50 Summary:
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2025-12-30 17:01:45 - INFO - Train Loss: 1.8051
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2025-12-30 17:01:45 - INFO - Train Num_policy_tokens: 8154.9207
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2025-12-30 17:01:45 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:01:45 - INFO - Train Policy_error: 0.3355
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2025-12-30 17:01:45 - INFO - Train Policy_loss: 1.6573
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2025-12-30 17:01:45 - INFO - Train Value_loss: 14.7636
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2025-12-30 17:01:45 - INFO - Train Value_mae: 3.6840
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2025-12-30 17:01:45 - INFO - Train Value_mse: 14.7636
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2025-12-30 17:01:45 - INFO - Val Loss: 1.7930
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2025-12-30 17:01:45 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:01:45 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:01:45 - INFO - Val Policy_error: 0.3331
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2025-12-30 17:01:45 - INFO - Val Policy_loss: 1.6461
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2025-12-30 17:01:45 - INFO - Val Value_loss: 14.7281
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2025-12-30 17:01:45 - INFO - Val Value_mae: 3.6766
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2025-12-30 17:01:45 - INFO - Val Value_mse: 14.7281
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2025-12-30 17:08:07 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 17:08:08 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251230-trigo-value-llama-l6-h64-it2_251221-value0.01-resume/checkpoints/latest.chkpt
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2025-12-30 17:08:08 - INFO -
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2025-12-30 17:08:08 - INFO - Epoch 50/50 Summary:
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2025-12-30 17:08:08 - INFO - Train Loss: 1.8050
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2025-12-30 17:08:08 - INFO - Train Num_policy_tokens: 8152.6367
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2025-12-30 17:08:08 - INFO - Train Num_value_predictions: 20.0000
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2025-12-30 17:08:08 - INFO - Train Policy_error: 0.3354
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2025-12-30 17:08:08 - INFO - Train Policy_loss: 1.6569
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2025-12-30 17:08:08 - INFO - Train Value_loss: 14.7795
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2025-12-30 17:08:08 - INFO - Train Value_mae: 3.6858
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2025-12-30 17:08:08 - INFO - Train Value_mse: 14.7795
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2025-12-30 17:08:08 - INFO - Val Loss: 1.7945
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2025-12-30 17:08:08 - INFO - Val Num_policy_tokens: 7518.2000
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2025-12-30 17:08:08 - INFO - Val Num_value_predictions: 18.5000
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2025-12-30 17:08:08 - INFO - Val Policy_error: 0.3323
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2025-12-30 17:08:08 - INFO - Val Policy_loss: 1.6461
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2025-12-30 17:08:08 - INFO - Val Value_loss: 14.7250
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2025-12-30 17:08:08 - INFO - Val Value_mae: 3.6766
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2025-12-30 17:08:08 - INFO - Val Value_mse: 14.7250
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2025-12-30 17:08:10 - INFO - TensorBoard writer closed
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2025-12-30 17:08:10 - INFO -
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2025-12-30 17:08:10 - INFO - ================================================================================
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2025-12-30 17:08:10 - INFO - Training Complete
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2025-12-30 17:08:10 - INFO - ================================================================================
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2025-12-30 17:08:10 - INFO -
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2025-12-30 17:08:10 - INFO - Training completed successfully!
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