Commit
·
d115d28
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Parent(s):
4253ec2
20251224-trigo-value-llama-l6-h64-it2_251221-value0.02
Browse files
trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/config.yaml
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| 1 |
+
id: trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02
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| 2 |
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desc:
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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: 6
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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: 0.02
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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/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/events.out.tfevents.1766580446.camus.245257.0
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:ec7d3f9144e09ea207192f4b5200203bcbc2cd06f150a6ae8c06b577b06f3d10
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size 2230101
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trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/train.log
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@@ -0,0 +1,1172 @@
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|
| 1 |
+
2025-12-24 12:47:21 - INFO - ================================================================================
|
| 2 |
+
2025-12-24 12:47:21 - INFO - Attention Language Model Training
|
| 3 |
+
2025-12-24 12:47:21 - INFO - ================================================================================
|
| 4 |
+
2025-12-24 12:47:21 - INFO - Experiment ID: trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02
|
| 5 |
+
2025-12-24 12:47:21 - INFO - Output directory: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02
|
| 6 |
+
2025-12-24 12:47:21 - INFO - Config saved to: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/config.yaml
|
| 7 |
+
2025-12-24 12:47:21 - INFO - Log file: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/train.log
|
| 8 |
+
2025-12-24 12:47:21 - INFO -
|
| 9 |
+
2025-12-24 12:47:21 - INFO - Configuration:
|
| 10 |
+
2025-12-24 12:47:21 - INFO - id: trigor/${date:}-${remove_local_suffix:${hydra:job.config_name}}
|
| 11 |
+
desc:
|
| 12 |
+
- 'data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/'
|
| 13 |
+
paths:
|
| 14 |
+
root: .
|
| 15 |
+
data: /home/claude/data
|
| 16 |
+
output: /home/claude/data/hf-trigoRL
|
| 17 |
+
data:
|
| 18 |
+
type: TGNValueDataset
|
| 19 |
+
data_dir: ${paths.data}/hf-trigoRL/selfplay/iteration2-sim200-20251221/
|
| 20 |
+
max_length: 8192
|
| 21 |
+
min_length: 10
|
| 22 |
+
max_file_size: 10000
|
| 23 |
+
tokenizer_config: {}
|
| 24 |
+
train_split: '*1..48/50'
|
| 25 |
+
val_split: 49/50
|
| 26 |
+
loader:
|
| 27 |
+
batch_size: 20
|
| 28 |
+
shuffle: true
|
| 29 |
+
num_workers: 0
|
| 30 |
+
pin_memory: true
|
| 31 |
+
model:
|
| 32 |
+
type: ValueCausalLoss
|
| 33 |
+
config:
|
| 34 |
+
model_config:
|
| 35 |
+
type: LlamaCausalLM
|
| 36 |
+
config:
|
| 37 |
+
vocab_size: 128
|
| 38 |
+
hidden_size: 64
|
| 39 |
+
num_layers: 6
|
| 40 |
+
num_heads: 8
|
| 41 |
+
num_key_value_heads: 2
|
| 42 |
+
max_seq_len: 8192
|
| 43 |
+
intermediate_size: 171
|
| 44 |
+
activation: silu
|
| 45 |
+
rms_norm_eps: 1.0e-06
|
| 46 |
+
use_cache: true
|
| 47 |
+
value_head_config:
|
| 48 |
+
hidden_dim: 64
|
| 49 |
+
intermediate_dim: 128
|
| 50 |
+
bottleneck_dim: 64
|
| 51 |
+
dropout: 0.1
|
| 52 |
+
lambda_policy: 1.0
|
| 53 |
+
lambda_value: 0.02
|
| 54 |
+
gamma: 0.99
|
| 55 |
+
territory_value_factor: 1.0
|
| 56 |
+
ignore_index: 0
|
| 57 |
+
value_id: 3
|
| 58 |
+
pad_id: 0
|
| 59 |
+
label_smoothing: 0.1
|
| 60 |
+
training:
|
| 61 |
+
epochs: 50
|
| 62 |
+
learning_rate: 0.0001
|
| 63 |
+
weight_decay: 0.01
|
| 64 |
+
warmup_steps: 50
|
| 65 |
+
max_grad_norm: 1.0
|
| 66 |
+
gradient_accumulation_steps: 1
|
| 67 |
+
epoch_size: null
|
| 68 |
+
dtype: bfloat16
|
| 69 |
+
scheduler:
|
| 70 |
+
type: inverse_sqrt
|
| 71 |
+
d_model: 64
|
| 72 |
+
lr_mul: 500.0
|
| 73 |
+
save_frequency: 1
|
| 74 |
+
keep_n_checkpoints: 3
|
| 75 |
+
save_mode: best
|
| 76 |
+
monitor:
|
| 77 |
+
field: val_loss
|
| 78 |
+
mode: min
|
| 79 |
+
log_frequency: 160
|
| 80 |
+
wandb:
|
| 81 |
+
enabled: true
|
| 82 |
+
tags:
|
| 83 |
+
- llama
|
| 84 |
+
- gqa
|
| 85 |
+
- value-head
|
| 86 |
+
- dual-head
|
| 87 |
+
- rl-discount
|
| 88 |
+
tensorboard:
|
| 89 |
+
enabled: true
|
| 90 |
+
env:
|
| 91 |
+
CUDA_VISIBLE_DEVICES: 6
|
| 92 |
+
eval:
|
| 93 |
+
eval_frequency: 1
|
| 94 |
+
eval_batches: 50
|
| 95 |
+
device: cuda
|
| 96 |
+
seed: 42
|
| 97 |
+
deterministic: true
|
| 98 |
+
|
| 99 |
+
2025-12-24 12:47:21 - INFO - ================================================================================
|
| 100 |
+
2025-12-24 12:47:21 - INFO - Setting Random Seeds
|
| 101 |
+
2025-12-24 12:47:21 - INFO - ================================================================================
|
| 102 |
+
2025-12-24 12:47:22 - INFO - Seed: 42
|
| 103 |
+
2025-12-24 12:47:22 - INFO - Deterministic: True
|
| 104 |
+
2025-12-24 12:47:22 - INFO -
|
| 105 |
+
2025-12-24 12:47:22 - INFO - Device: cuda
|
| 106 |
+
2025-12-24 12:47:22 - INFO - GPU: NVIDIA GeForce RTX 4090
|
| 107 |
+
2025-12-24 12:47:22 - INFO - Memory: 25.26 GB
|
| 108 |
+
2025-12-24 12:47:22 - INFO - ================================================================================
|
| 109 |
+
2025-12-24 12:47:22 - INFO - Creating Datasets
|
| 110 |
+
2025-12-24 12:47:22 - INFO - ================================================================================
|
| 111 |
+
2025-12-24 12:47:22 - INFO -
|
| 112 |
+
2025-12-24 12:47:22 - INFO - Datasets created:
|
| 113 |
+
2025-12-24 12:47:22 - INFO - Training: 13598 samples, 679 batches
|
| 114 |
+
2025-12-24 12:47:22 - INFO - Validation: 254 samples, 13 batches
|
| 115 |
+
2025-12-24 12:47:22 - INFO -
|
| 116 |
+
2025-12-24 12:47:22 - INFO - ================================================================================
|
| 117 |
+
2025-12-24 12:47:22 - INFO - Creating Trainer
|
| 118 |
+
2025-12-24 12:47:22 - INFO - ================================================================================
|
| 119 |
+
2025-12-24 12:47:22 - INFO -
|
| 120 |
+
2025-12-24 12:47:22 - INFO - Setting trainer environment variables from config:
|
| 121 |
+
2025-12-24 12:47:22 - INFO - CUDA_VISIBLE_DEVICES: 7 (already set, not overriding)
|
| 122 |
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2025-12-24 12:47:22 - INFO - ================================================================================
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2025-12-24 12:47:22 - INFO - Creating Model
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2025-12-24 12:47:22 - INFO - ================================================================================
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2025-12-24 12:47:23 - INFO - Converting model to dtype: torch.bfloat16
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2025-12-24 12:47:23 - INFO -
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2025-12-24 12:47:23 - INFO - Model created:
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2025-12-24 12:47:23 - INFO - Type: ValueCausalLoss
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2025-12-24 12:47:23 - INFO - Base model: LlamaCausalLM
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2025-12-24 12:47:23 - INFO - Total parameters: 292,673
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2025-12-24 12:47:23 - INFO - Trainable parameters: 292,673
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2025-12-24 12:47:23 - INFO - Dtype: torch.bfloat16
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2025-12-24 12:47:26 - INFO -
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2025-12-24 12:47:26 - INFO - Trainer initialized:
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2025-12-24 12:47:26 - INFO - Device: cuda
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2025-12-24 12:47:26 - INFO - Checkpoint dir: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints
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2025-12-24 12:47:26 - INFO - Training samples: 13598
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2025-12-24 12:47:26 - INFO - Validation samples: 254
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2025-12-24 12:47:26 - INFO - Batch size: 20
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2025-12-24 12:47:26 - INFO - Gradient accumulation steps: 1
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2025-12-24 12:47:26 - INFO - Effective batch size: 20
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2025-12-24 12:47:26 - INFO - Epoch size: full dataset (679 batches)
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2025-12-24 12:47:26 - INFO - Epochs: 50
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2025-12-24 12:47:26 - INFO - Learning rate: 0.0001
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2025-12-24 12:47:26 - INFO - Warmup steps: 50
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2025-12-24 12:47:26 - INFO - Log frequency: every 160 examples
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2025-12-24 12:47:26 - INFO - Wandb logging: enabled
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2025-12-24 12:47:26 - INFO - TensorBoard logging: enabled
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2025-12-24 12:47:26 - INFO -
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2025-12-24 12:47:26 - INFO - ================================================================================
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2025-12-24 12:47:26 - INFO - Starting Training
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2025-12-24 12:47:26 - INFO - ================================================================================
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2025-12-24 12:47:26 - INFO -
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2025-12-24 12:47:26 - INFO - Evaluating initial model (epoch 0)...
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2025-12-24 12:47:31 - INFO -
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2025-12-24 12:47:31 - INFO - Initial model metrics:
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2025-12-24 12:47:31 - INFO - Loss: 5.2188
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2025-12-24 12:47:31 - INFO - Num_policy_tokens: 7762.0000
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2025-12-24 12:47:31 - INFO - Num_value_predictions: 19.5385
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2025-12-24 12:47:31 - INFO - Policy_error: 0.9955
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2025-12-24 12:47:31 - INFO - Policy_loss: 4.9038
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2025-12-24 12:47:31 - INFO - Value_loss: 15.7163
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2025-12-24 12:47:31 - INFO - Value_mae: 3.8474
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2025-12-24 12:47:31 - INFO - Value_mse: 15.7163
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2025-12-24 12:47:31 - INFO -
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2025-12-24 12:56:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0000_val_loss_2.0048.chkpt
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2025-12-24 12:56:34 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0000_val_loss_2.0048.chkpt
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2025-12-24 12:56:34 - INFO -
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2025-12-24 12:56:34 - INFO - Epoch 1/50 Summary:
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2025-12-24 12:56:34 - INFO - Train Loss: 2.4221
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2025-12-24 12:56:34 - INFO - Train Num_policy_tokens: 8160.5552
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2025-12-24 12:56:34 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 12:56:34 - INFO - Train Policy_error: 0.4454
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2025-12-24 12:56:34 - INFO - Train Policy_loss: 2.1215
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2025-12-24 12:56:34 - INFO - Train Value_loss: 15.0292
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2025-12-24 12:56:34 - INFO - Train Value_mae: 3.7028
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2025-12-24 12:56:34 - INFO - Train Value_mse: 15.0292
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2025-12-24 12:56:34 - INFO - Val Loss: 2.0048
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2025-12-24 12:56:34 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 12:56:34 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 12:56:34 - INFO - Val Policy_error: 0.3508
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2025-12-24 12:56:34 - INFO - Val Policy_loss: 1.7055
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2025-12-24 12:56:34 - INFO - Val Value_loss: 14.9615
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2025-12-24 12:56:34 - INFO - Val Value_mae: 3.7163
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2025-12-24 12:56:34 - INFO - Val Value_mse: 14.9615
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2025-12-24 13:05:37 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0001_val_loss_1.9489.chkpt
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2025-12-24 13:05:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0001_val_loss_1.9489.chkpt
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2025-12-24 13:05:37 - INFO -
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2025-12-24 13:05:37 - INFO - Epoch 2/50 Summary:
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2025-12-24 13:05:37 - INFO - Train Loss: 1.9727
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2025-12-24 13:05:37 - INFO - Train Num_policy_tokens: 8158.6392
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2025-12-24 13:05:37 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:05:37 - INFO - Train Policy_error: 0.3430
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2025-12-24 13:05:37 - INFO - Train Policy_loss: 1.6775
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2025-12-24 13:05:37 - INFO - Train Value_loss: 14.7565
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2025-12-24 13:05:37 - INFO - Train Value_mae: 3.6520
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2025-12-24 13:05:37 - INFO - Train Value_mse: 14.7565
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2025-12-24 13:05:37 - INFO - Val Loss: 1.9489
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2025-12-24 13:05:37 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:05:37 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:05:37 - INFO - Val Policy_error: 0.3394
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2025-12-24 13:05:37 - INFO - Val Policy_loss: 1.6514
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2025-12-24 13:05:37 - INFO - Val Value_loss: 14.8846
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2025-12-24 13:05:37 - INFO - Val Value_mae: 3.6418
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2025-12-24 13:05:37 - INFO - Val Value_mse: 14.8846
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2025-12-24 13:14:39 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0002_val_loss_1.9339.chkpt
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2025-12-24 13:14:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0002_val_loss_1.9339.chkpt
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2025-12-24 13:14:40 - INFO -
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2025-12-24 13:14:40 - INFO - Epoch 3/50 Summary:
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2025-12-24 13:14:40 - INFO - Train Loss: 1.9425
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2025-12-24 13:14:40 - INFO - Train Num_policy_tokens: 8159.7511
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2025-12-24 13:14:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:14:40 - INFO - Train Policy_error: 0.3365
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2025-12-24 13:14:40 - INFO - Train Policy_loss: 1.6488
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2025-12-24 13:14:40 - INFO - Train Value_loss: 14.6890
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2025-12-24 13:14:40 - INFO - Train Value_mae: 3.6360
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2025-12-24 13:14:40 - INFO - Train Value_mse: 14.6890
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2025-12-24 13:14:40 - INFO - Val Loss: 1.9339
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2025-12-24 13:14:40 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:14:40 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:14:40 - INFO - Val Policy_error: 0.3355
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2025-12-24 13:14:40 - INFO - Val Policy_loss: 1.6364
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2025-12-24 13:14:40 - INFO - Val Value_loss: 14.8269
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2025-12-24 13:14:40 - INFO - Val Value_mae: 3.6526
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2025-12-24 13:14:40 - INFO - Val Value_mse: 14.8269
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2025-12-24 13:23:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0003_val_loss_1.9261.chkpt
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2025-12-24 13:23:43 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0003_val_loss_1.9261.chkpt
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2025-12-24 13:23:43 - INFO -
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2025-12-24 13:23:43 - INFO - Epoch 4/50 Summary:
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2025-12-24 13:23:43 - INFO - Train Loss: 1.9334
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2025-12-24 13:23:43 - INFO - Train Num_policy_tokens: 8161.0412
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2025-12-24 13:23:43 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:23:43 - INFO - Train Policy_error: 0.3342
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2025-12-24 13:23:43 - INFO - Train Policy_loss: 1.6404
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2025-12-24 13:23:43 - INFO - Train Value_loss: 14.6547
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2025-12-24 13:23:43 - INFO - Train Value_mae: 3.6307
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2025-12-24 13:23:43 - INFO - Train Value_mse: 14.6547
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2025-12-24 13:23:43 - INFO - Val Loss: 1.9261
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2025-12-24 13:23:43 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:23:43 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:23:43 - INFO - Val Policy_error: 0.3338
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2025-12-24 13:23:43 - INFO - Val Policy_loss: 1.6304
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2025-12-24 13:23:43 - INFO - Val Value_loss: 14.8125
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2025-12-24 13:23:43 - INFO - Val Value_mae: 3.6659
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2025-12-24 13:23:43 - INFO - Val Value_mse: 14.8125
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2025-12-24 13:32:46 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0004_val_loss_1.9231.chkpt
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2025-12-24 13:32:46 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0004_val_loss_1.9231.chkpt
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2025-12-24 13:32:46 - INFO -
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2025-12-24 13:32:46 - INFO - Epoch 5/50 Summary:
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2025-12-24 13:32:46 - INFO - Train Loss: 1.9272
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2025-12-24 13:32:46 - INFO - Train Num_policy_tokens: 8157.5007
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2025-12-24 13:32:46 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:32:46 - INFO - Train Policy_error: 0.3326
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2025-12-24 13:32:46 - INFO - Train Policy_loss: 1.6344
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2025-12-24 13:32:46 - INFO - Train Value_loss: 14.6391
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2025-12-24 13:32:46 - INFO - Train Value_mae: 3.6313
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2025-12-24 13:32:46 - INFO - Train Value_mse: 14.6391
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2025-12-24 13:32:46 - INFO - Val Loss: 1.9231
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2025-12-24 13:32:46 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:32:46 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:32:46 - INFO - Val Policy_error: 0.3317
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2025-12-24 13:32:46 - INFO - Val Policy_loss: 1.6256
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2025-12-24 13:32:46 - INFO - Val Value_loss: 14.8894
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2025-12-24 13:32:46 - INFO - Val Value_mae: 3.6647
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2025-12-24 13:32:46 - INFO - Val Value_mse: 14.8894
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2025-12-24 13:41:49 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0005_val_loss_1.9189.chkpt
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2025-12-24 13:41:50 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0005_val_loss_1.9189.chkpt
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2025-12-24 13:41:50 - INFO -
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2025-12-24 13:41:50 - INFO - Epoch 6/50 Summary:
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2025-12-24 13:41:50 - INFO - Train Loss: 1.9234
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2025-12-24 13:41:50 - INFO - Train Num_policy_tokens: 8159.6171
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2025-12-24 13:41:50 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:41:50 - INFO - Train Policy_error: 0.3313
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2025-12-24 13:41:50 - INFO - Train Policy_loss: 1.6315
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2025-12-24 13:41:50 - INFO - Train Value_loss: 14.6024
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2025-12-24 13:41:50 - INFO - Train Value_mae: 3.6269
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2025-12-24 13:41:50 - INFO - Train Value_mse: 14.6024
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2025-12-24 13:41:50 - INFO - Val Loss: 1.9189
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2025-12-24 13:41:50 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:41:50 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:41:50 - INFO - Val Policy_error: 0.3314
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2025-12-24 13:41:50 - INFO - Val Policy_loss: 1.6232
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2025-12-24 13:41:50 - INFO - Val Value_loss: 14.7692
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2025-12-24 13:41:50 - INFO - Val Value_mae: 3.6382
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2025-12-24 13:41:50 - INFO - Val Value_mse: 14.7692
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2025-12-24 13:50:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 13:50:53 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 13:50:53 - INFO -
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2025-12-24 13:50:53 - INFO - Epoch 7/50 Summary:
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2025-12-24 13:50:53 - INFO - Train Loss: 1.9209
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2025-12-24 13:50:53 - INFO - Train Num_policy_tokens: 8162.2622
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2025-12-24 13:50:53 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:50:53 - INFO - Train Policy_error: 0.3305
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2025-12-24 13:50:53 - INFO - Train Policy_loss: 1.6294
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2025-12-24 13:50:53 - INFO - Train Value_loss: 14.5816
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2025-12-24 13:50:53 - INFO - Train Value_mae: 3.6212
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2025-12-24 13:50:53 - INFO - Train Value_mse: 14.5816
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2025-12-24 13:50:53 - INFO - Val Loss: 1.9255
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2025-12-24 13:50:53 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:50:53 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:50:53 - INFO - Val Policy_error: 0.3307
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2025-12-24 13:50:53 - INFO - Val Policy_loss: 1.6226
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2025-12-24 13:50:53 - INFO - Val Value_loss: 15.0433
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2025-12-24 13:50:53 - INFO - Val Value_mae: 3.6779
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2025-12-24 13:50:53 - INFO - Val Value_mse: 15.0433
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2025-12-24 13:59:56 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0007_val_loss_1.9165.chkpt
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2025-12-24 13:59:56 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0007_val_loss_1.9165.chkpt
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2025-12-24 13:59:56 - INFO -
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2025-12-24 13:59:56 - INFO - Epoch 8/50 Summary:
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2025-12-24 13:59:56 - INFO - Train Loss: 1.9191
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2025-12-24 13:59:56 - INFO - Train Num_policy_tokens: 8159.3034
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2025-12-24 13:59:56 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 13:59:56 - INFO - Train Policy_error: 0.3298
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2025-12-24 13:59:56 - INFO - Train Policy_loss: 1.6280
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2025-12-24 13:59:56 - INFO - Train Value_loss: 14.5456
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2025-12-24 13:59:56 - INFO - Train Value_mae: 3.6171
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2025-12-24 13:59:56 - INFO - Train Value_mse: 14.5456
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2025-12-24 13:59:56 - INFO - Val Loss: 1.9165
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2025-12-24 13:59:56 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 13:59:56 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 13:59:56 - INFO - Val Policy_error: 0.3295
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2025-12-24 13:59:56 - INFO - Val Policy_loss: 1.6202
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2025-12-24 13:59:56 - INFO - Val Value_loss: 14.8173
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2025-12-24 13:59:56 - INFO - Val Value_mae: 3.6526
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2025-12-24 13:59:56 - INFO - Val Value_mse: 14.8173
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2025-12-24 14:08:59 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:09:00 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:09:00 - INFO -
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2025-12-24 14:09:00 - INFO - Epoch 9/50 Summary:
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2025-12-24 14:09:00 - INFO - Train Loss: 1.9174
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2025-12-24 14:09:00 - INFO - Train Num_policy_tokens: 8155.5258
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2025-12-24 14:09:00 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:09:00 - INFO - Train Policy_error: 0.3291
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2025-12-24 14:09:00 - INFO - Train Policy_loss: 1.6268
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2025-12-24 14:09:00 - INFO - Train Value_loss: 14.5310
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2025-12-24 14:09:00 - INFO - Train Value_mae: 3.6125
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2025-12-24 14:09:00 - INFO - Train Value_mse: 14.5310
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2025-12-24 14:09:00 - INFO - Val Loss: 1.9171
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2025-12-24 14:09:00 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:09:00 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:09:00 - INFO - Val Policy_error: 0.3290
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2025-12-24 14:09:00 - INFO - Val Policy_loss: 1.6190
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2025-12-24 14:09:00 - INFO - Val Value_loss: 14.8413
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2025-12-24 14:09:00 - INFO - Val Value_mae: 3.6623
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2025-12-24 14:09:00 - INFO - Val Value_mse: 14.8413
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2025-12-24 14:18:03 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0009_val_loss_1.9135.chkpt
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2025-12-24 14:18:03 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0009_val_loss_1.9135.chkpt
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2025-12-24 14:18:03 - INFO -
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2025-12-24 14:18:03 - INFO - Epoch 10/50 Summary:
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2025-12-24 14:18:03 - INFO - Train Loss: 1.9161
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2025-12-24 14:18:03 - INFO - Train Num_policy_tokens: 8157.0044
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2025-12-24 14:18:03 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:18:03 - INFO - Train Policy_error: 0.3287
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2025-12-24 14:18:03 - INFO - Train Policy_loss: 1.6256
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2025-12-24 14:18:03 - INFO - Train Value_loss: 14.5334
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2025-12-24 14:18:03 - INFO - Train Value_mae: 3.6128
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2025-12-24 14:18:03 - INFO - Train Value_mse: 14.5334
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2025-12-24 14:18:03 - INFO - Val Loss: 1.9135
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2025-12-24 14:18:03 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:18:03 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:18:03 - INFO - Val Policy_error: 0.3287
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2025-12-24 14:18:03 - INFO - Val Policy_loss: 1.6184
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2025-12-24 14:18:03 - INFO - Val Value_loss: 14.7885
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2025-12-24 14:18:03 - INFO - Val Value_mae: 3.6454
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2025-12-24 14:18:03 - INFO - Val Value_mse: 14.7885
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2025-12-24 14:27:06 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0010_val_loss_1.9129.chkpt
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2025-12-24 14:27:07 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0010_val_loss_1.9129.chkpt
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2025-12-24 14:27:07 - INFO -
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2025-12-24 14:27:07 - INFO - Epoch 11/50 Summary:
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2025-12-24 14:27:07 - INFO - Train Loss: 1.9159
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2025-12-24 14:27:07 - INFO - Train Num_policy_tokens: 8161.6406
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2025-12-24 14:27:07 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:27:07 - INFO - Train Policy_error: 0.3284
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2025-12-24 14:27:07 - INFO - Train Policy_loss: 1.6253
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2025-12-24 14:27:07 - INFO - Train Value_loss: 14.5320
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2025-12-24 14:27:07 - INFO - Train Value_mae: 3.6119
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2025-12-24 14:27:07 - INFO - Train Value_mse: 14.5320
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2025-12-24 14:27:07 - INFO - Val Loss: 1.9129
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2025-12-24 14:27:07 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:27:07 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:27:07 - INFO - Val Policy_error: 0.3282
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2025-12-24 14:27:07 - INFO - Val Policy_loss: 1.6172
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2025-12-24 14:27:07 - INFO - Val Value_loss: 14.8510
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2025-12-24 14:27:07 - INFO - Val Value_mae: 3.6478
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2025-12-24 14:27:07 - INFO - Val Value_mse: 14.8510
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2025-12-24 14:36:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0011_val_loss_1.9123.chkpt
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2025-12-24 14:36:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0011_val_loss_1.9123.chkpt
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2025-12-24 14:36:10 - INFO -
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2025-12-24 14:36:10 - INFO - Epoch 12/50 Summary:
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2025-12-24 14:36:10 - INFO - Train Loss: 1.9153
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2025-12-24 14:36:10 - INFO - Train Num_policy_tokens: 8156.4978
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2025-12-24 14:36:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:36:10 - INFO - Train Policy_error: 0.3282
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2025-12-24 14:36:10 - INFO - Train Policy_loss: 1.6247
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2025-12-24 14:36:10 - INFO - Train Value_loss: 14.5242
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2025-12-24 14:36:10 - INFO - Train Value_mae: 3.6112
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2025-12-24 14:36:10 - INFO - Train Value_mse: 14.5242
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2025-12-24 14:36:10 - INFO - Val Loss: 1.9123
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2025-12-24 14:36:10 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:36:10 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:36:10 - INFO - Val Policy_error: 0.3275
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2025-12-24 14:36:10 - INFO - Val Policy_loss: 1.6172
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2025-12-24 14:36:10 - INFO - Val Value_loss: 14.7788
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2025-12-24 14:36:10 - INFO - Val Value_mae: 3.6394
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2025-12-24 14:36:10 - INFO - Val Value_mse: 14.7788
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2025-12-24 14:45:13 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:45:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:45:13 - INFO -
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2025-12-24 14:45:13 - INFO - Epoch 13/50 Summary:
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2025-12-24 14:45:13 - INFO - Train Loss: 1.9148
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2025-12-24 14:45:13 - INFO - Train Num_policy_tokens: 8159.6981
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2025-12-24 14:45:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:45:13 - INFO - Train Policy_error: 0.3280
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2025-12-24 14:45:13 - INFO - Train Policy_loss: 1.6246
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2025-12-24 14:45:13 - INFO - Train Value_loss: 14.5143
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2025-12-24 14:45:13 - INFO - Train Value_mae: 3.6138
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2025-12-24 14:45:13 - INFO - Train Value_mse: 14.5143
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2025-12-24 14:45:13 - INFO - Val Loss: 1.9147
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2025-12-24 14:45:13 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:45:13 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:45:13 - INFO - Val Policy_error: 0.3284
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2025-12-24 14:45:13 - INFO - Val Policy_loss: 1.6172
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2025-12-24 14:45:13 - INFO - Val Value_loss: 14.8462
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2025-12-24 14:45:13 - INFO - Val Value_mae: 3.6454
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2025-12-24 14:45:13 - INFO - Val Value_mse: 14.8462
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2025-12-24 14:54:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:54:16 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 14:54:16 - INFO -
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2025-12-24 14:54:16 - INFO - Epoch 14/50 Summary:
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2025-12-24 14:54:16 - INFO - Train Loss: 1.9141
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2025-12-24 14:54:16 - INFO - Train Num_policy_tokens: 8157.9602
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2025-12-24 14:54:16 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 14:54:16 - INFO - Train Policy_error: 0.3277
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2025-12-24 14:54:16 - INFO - Train Policy_loss: 1.6239
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2025-12-24 14:54:16 - INFO - Train Value_loss: 14.5117
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2025-12-24 14:54:16 - INFO - Train Value_mae: 3.6109
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2025-12-24 14:54:16 - INFO - Train Value_mse: 14.5117
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2025-12-24 14:54:16 - INFO - Val Loss: 1.9141
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2025-12-24 14:54:16 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 14:54:16 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 14:54:16 - INFO - Val Policy_error: 0.3280
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2025-12-24 14:54:16 - INFO - Val Policy_loss: 1.6166
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2025-12-24 14:54:16 - INFO - Val Value_loss: 14.8317
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2025-12-24 14:54:16 - INFO - Val Value_mae: 3.6490
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2025-12-24 14:54:16 - INFO - Val Value_mse: 14.8317
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2025-12-24 15:03:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:03:19 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:03:19 - INFO -
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2025-12-24 15:03:19 - INFO - Epoch 15/50 Summary:
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2025-12-24 15:03:19 - INFO - Train Loss: 1.9138
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2025-12-24 15:03:19 - INFO - Train Num_policy_tokens: 8161.1885
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2025-12-24 15:03:19 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:03:19 - INFO - Train Policy_error: 0.3276
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2025-12-24 15:03:19 - INFO - Train Policy_loss: 1.6238
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2025-12-24 15:03:19 - INFO - Train Value_loss: 14.4997
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2025-12-24 15:03:19 - INFO - Train Value_mae: 3.6103
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2025-12-24 15:03:19 - INFO - Train Value_mse: 14.4997
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2025-12-24 15:03:19 - INFO - Val Loss: 1.9135
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2025-12-24 15:03:19 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:03:19 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:03:19 - INFO - Val Policy_error: 0.3281
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2025-12-24 15:03:19 - INFO - Val Policy_loss: 1.6166
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2025-12-24 15:03:19 - INFO - Val Value_loss: 14.8846
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2025-12-24 15:03:19 - INFO - Val Value_mae: 3.6514
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2025-12-24 15:03:19 - INFO - Val Value_mse: 14.8846
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2025-12-24 15:12:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:12:22 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:12:22 - INFO -
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2025-12-24 15:12:22 - INFO - Epoch 16/50 Summary:
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2025-12-24 15:12:22 - INFO - Train Loss: 1.9136
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2025-12-24 15:12:22 - INFO - Train Num_policy_tokens: 8156.9249
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2025-12-24 15:12:22 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:12:22 - INFO - Train Policy_error: 0.3275
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2025-12-24 15:12:22 - INFO - Train Policy_loss: 1.6235
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2025-12-24 15:12:22 - INFO - Train Value_loss: 14.5031
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2025-12-24 15:12:22 - INFO - Train Value_mae: 3.6102
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2025-12-24 15:12:22 - INFO - Train Value_mse: 14.5031
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2025-12-24 15:12:22 - INFO - Val Loss: 1.9123
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2025-12-24 15:12:22 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:12:22 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:12:22 - INFO - Val Policy_error: 0.3274
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2025-12-24 15:12:22 - INFO - Val Policy_loss: 1.6160
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2025-12-24 15:12:22 - INFO - Val Value_loss: 14.8413
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2025-12-24 15:12:22 - INFO - Val Value_mae: 3.6514
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2025-12-24 15:12:22 - INFO - Val Value_mse: 14.8413
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2025-12-24 15:21:25 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:21:25 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:21:25 - INFO -
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2025-12-24 15:21:25 - INFO - Epoch 17/50 Summary:
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2025-12-24 15:21:25 - INFO - Train Loss: 1.9133
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2025-12-24 15:21:25 - INFO - Train Num_policy_tokens: 8157.9161
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2025-12-24 15:21:25 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:21:25 - INFO - Train Policy_error: 0.3273
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2025-12-24 15:21:25 - INFO - Train Policy_loss: 1.6236
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2025-12-24 15:21:25 - INFO - Train Value_loss: 14.4871
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2025-12-24 15:21:25 - INFO - Train Value_mae: 3.6095
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2025-12-24 15:21:25 - INFO - Train Value_mse: 14.4871
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2025-12-24 15:21:25 - INFO - Val Loss: 1.9135
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2025-12-24 15:21:25 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:21:25 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:21:25 - INFO - Val Policy_error: 0.3281
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2025-12-24 15:21:25 - INFO - Val Policy_loss: 1.6160
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2025-12-24 15:21:25 - INFO - Val Value_loss: 14.8654
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2025-12-24 15:21:25 - INFO - Val Value_mae: 3.6466
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2025-12-24 15:21:25 - INFO - Val Value_mse: 14.8654
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2025-12-24 15:30:28 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:30:28 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:30:28 - INFO -
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2025-12-24 15:30:28 - INFO - Epoch 18/50 Summary:
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2025-12-24 15:30:28 - INFO - Train Loss: 1.9132
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2025-12-24 15:30:28 - INFO - Train Num_policy_tokens: 8157.4683
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2025-12-24 15:30:28 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:30:28 - INFO - Train Policy_error: 0.3273
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2025-12-24 15:30:28 - INFO - Train Policy_loss: 1.6233
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2025-12-24 15:30:28 - INFO - Train Value_loss: 14.4887
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2025-12-24 15:30:28 - INFO - Train Value_mae: 3.6087
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2025-12-24 15:30:28 - INFO - Train Value_mse: 14.4887
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2025-12-24 15:30:28 - INFO - Val Loss: 1.9141
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2025-12-24 15:30:28 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:30:28 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:30:28 - INFO - Val Policy_error: 0.3269
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2025-12-24 15:30:28 - INFO - Val Policy_loss: 1.6166
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2025-12-24 15:30:28 - INFO - Val Value_loss: 14.8846
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2025-12-24 15:30:28 - INFO - Val Value_mae: 3.6526
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2025-12-24 15:30:28 - INFO - Val Value_mse: 14.8846
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2025-12-24 15:39:31 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:39:31 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:39:31 - INFO -
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2025-12-24 15:39:31 - INFO - Epoch 19/50 Summary:
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| 530 |
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2025-12-24 15:39:31 - INFO - Train Loss: 1.9127
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| 531 |
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2025-12-24 15:39:31 - INFO - Train Num_policy_tokens: 8159.3122
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2025-12-24 15:39:31 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:39:31 - INFO - Train Policy_error: 0.3273
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2025-12-24 15:39:31 - INFO - Train Policy_loss: 1.6233
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2025-12-24 15:39:31 - INFO - Train Value_loss: 14.4846
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2025-12-24 15:39:31 - INFO - Train Value_mae: 3.6083
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2025-12-24 15:39:31 - INFO - Train Value_mse: 14.4846
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2025-12-24 15:39:31 - INFO - Val Loss: 1.9135
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2025-12-24 15:39:31 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:39:31 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:39:31 - INFO - Val Policy_error: 0.3278
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2025-12-24 15:39:31 - INFO - Val Policy_loss: 1.6160
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2025-12-24 15:39:31 - INFO - Val Value_loss: 14.8510
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2025-12-24 15:39:31 - INFO - Val Value_mae: 3.6526
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2025-12-24 15:39:31 - INFO - Val Value_mse: 14.8510
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2025-12-24 15:48:34 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:48:34 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:48:34 - INFO -
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2025-12-24 15:48:34 - INFO - Epoch 20/50 Summary:
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2025-12-24 15:48:34 - INFO - Train Loss: 1.9119
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2025-12-24 15:48:34 - INFO - Train Num_policy_tokens: 8159.2239
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2025-12-24 15:48:34 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:48:34 - INFO - Train Policy_error: 0.3272
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2025-12-24 15:48:34 - INFO - Train Policy_loss: 1.6227
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2025-12-24 15:48:34 - INFO - Train Value_loss: 14.4670
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2025-12-24 15:48:34 - INFO - Train Value_mae: 3.6062
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2025-12-24 15:48:34 - INFO - Train Value_mse: 14.4670
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2025-12-24 15:48:34 - INFO - Val Loss: 1.9141
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2025-12-24 15:48:34 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:48:34 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:48:34 - INFO - Val Policy_error: 0.3273
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2025-12-24 15:48:34 - INFO - Val Policy_loss: 1.6160
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2025-12-24 15:48:34 - INFO - Val Value_loss: 14.8798
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2025-12-24 15:48:34 - INFO - Val Value_mae: 3.6526
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2025-12-24 15:48:34 - INFO - Val Value_mse: 14.8798
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2025-12-24 15:57:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:57:37 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 15:57:37 - INFO -
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2025-12-24 15:57:37 - INFO - Epoch 21/50 Summary:
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2025-12-24 15:57:37 - INFO - Train Loss: 1.9123
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2025-12-24 15:57:37 - INFO - Train Num_policy_tokens: 8157.9190
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2025-12-24 15:57:37 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 15:57:37 - INFO - Train Policy_error: 0.3271
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2025-12-24 15:57:37 - INFO - Train Policy_loss: 1.6230
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2025-12-24 15:57:37 - INFO - Train Value_loss: 14.4668
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2025-12-24 15:57:37 - INFO - Train Value_mae: 3.6070
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2025-12-24 15:57:37 - INFO - Train Value_mse: 14.4668
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2025-12-24 15:57:37 - INFO - Val Loss: 1.9123
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2025-12-24 15:57:37 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 15:57:37 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 15:57:37 - INFO - Val Policy_error: 0.3276
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2025-12-24 15:57:37 - INFO - Val Policy_loss: 1.6160
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2025-12-24 15:57:37 - INFO - Val Value_loss: 14.8462
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2025-12-24 15:57:37 - INFO - Val Value_mae: 3.6502
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2025-12-24 15:57:37 - INFO - Val Value_mse: 14.8462
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2025-12-24 16:06:40 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:06:40 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:06:40 - INFO -
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2025-12-24 16:06:40 - INFO - Epoch 22/50 Summary:
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2025-12-24 16:06:40 - INFO - Train Loss: 1.9119
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| 591 |
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2025-12-24 16:06:40 - INFO - Train Num_policy_tokens: 8158.6613
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2025-12-24 16:06:40 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:06:40 - INFO - Train Policy_error: 0.3271
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2025-12-24 16:06:40 - INFO - Train Policy_loss: 1.6227
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2025-12-24 16:06:40 - INFO - Train Value_loss: 14.4662
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2025-12-24 16:06:40 - INFO - Train Value_mae: 3.6071
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2025-12-24 16:06:40 - INFO - Train Value_mse: 14.4662
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2025-12-24 16:06:40 - INFO - Val Loss: 1.9141
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2025-12-24 16:06:40 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:06:40 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:06:40 - INFO - Val Policy_error: 0.3280
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2025-12-24 16:06:40 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:06:40 - INFO - Val Value_loss: 14.8942
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2025-12-24 16:06:40 - INFO - Val Value_mae: 3.6538
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2025-12-24 16:06:40 - INFO - Val Value_mse: 14.8942
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2025-12-24 16:15:43 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:15:43 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:15:43 - INFO -
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2025-12-24 16:15:43 - INFO - Epoch 23/50 Summary:
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2025-12-24 16:15:43 - INFO - Train Loss: 1.9120
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2025-12-24 16:15:43 - INFO - Train Num_policy_tokens: 8161.3623
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2025-12-24 16:15:43 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:15:43 - INFO - Train Policy_error: 0.3270
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2025-12-24 16:15:43 - INFO - Train Policy_loss: 1.6226
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2025-12-24 16:15:43 - INFO - Train Value_loss: 14.4713
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2025-12-24 16:15:43 - INFO - Train Value_mae: 3.6062
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2025-12-24 16:15:43 - INFO - Train Value_mse: 14.4713
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2025-12-24 16:15:43 - INFO - Val Loss: 1.9129
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2025-12-24 16:15:43 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:15:43 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:15:43 - INFO - Val Policy_error: 0.3274
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2025-12-24 16:15:43 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:15:43 - INFO - Val Value_loss: 14.8750
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2025-12-24 16:15:43 - INFO - Val Value_mae: 3.6502
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2025-12-24 16:15:43 - INFO - Val Value_mse: 14.8750
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2025-12-24 16:24:45 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:24:46 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:24:46 - INFO -
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2025-12-24 16:24:46 - INFO - Epoch 24/50 Summary:
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2025-12-24 16:24:46 - INFO - Train Loss: 1.9115
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2025-12-24 16:24:46 - INFO - Train Num_policy_tokens: 8158.4654
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2025-12-24 16:24:46 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:24:46 - INFO - Train Policy_error: 0.3271
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2025-12-24 16:24:46 - INFO - Train Policy_loss: 1.6224
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2025-12-24 16:24:46 - INFO - Train Value_loss: 14.4584
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2025-12-24 16:24:46 - INFO - Train Value_mae: 3.6064
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2025-12-24 16:24:46 - INFO - Train Value_mse: 14.4584
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2025-12-24 16:24:46 - INFO - Val Loss: 1.9129
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2025-12-24 16:24:46 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:24:46 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:24:46 - INFO - Val Policy_error: 0.3274
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2025-12-24 16:24:46 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:24:46 - INFO - Val Value_loss: 14.8894
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2025-12-24 16:24:46 - INFO - Val Value_mae: 3.6599
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2025-12-24 16:24:46 - INFO - Val Value_mse: 14.8894
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2025-12-24 16:33:48 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:33:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:33:49 - INFO -
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2025-12-24 16:33:49 - INFO - Epoch 25/50 Summary:
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2025-12-24 16:33:49 - INFO - Train Loss: 1.9117
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2025-12-24 16:33:49 - INFO - Train Num_policy_tokens: 8159.5670
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2025-12-24 16:33:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:33:49 - INFO - Train Policy_error: 0.3270
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2025-12-24 16:33:49 - INFO - Train Policy_loss: 1.6224
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2025-12-24 16:33:49 - INFO - Train Value_loss: 14.4634
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2025-12-24 16:33:49 - INFO - Train Value_mae: 3.6062
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2025-12-24 16:33:49 - INFO - Train Value_mse: 14.4634
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2025-12-24 16:33:49 - INFO - Val Loss: 1.9123
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2025-12-24 16:33:49 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:33:49 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:33:49 - INFO - Val Policy_error: 0.3271
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2025-12-24 16:33:49 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:33:49 - INFO - Val Value_loss: 14.8510
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2025-12-24 16:33:49 - INFO - Val Value_mae: 3.6538
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2025-12-24 16:33:49 - INFO - Val Value_mse: 14.8510
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2025-12-24 16:42:52 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:42:52 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:42:52 - INFO -
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2025-12-24 16:42:52 - INFO - Epoch 26/50 Summary:
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2025-12-24 16:42:52 - INFO - Train Loss: 1.9113
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2025-12-24 16:42:52 - INFO - Train Num_policy_tokens: 8158.3579
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2025-12-24 16:42:52 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:42:52 - INFO - Train Policy_error: 0.3270
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2025-12-24 16:42:52 - INFO - Train Policy_loss: 1.6224
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2025-12-24 16:42:52 - INFO - Train Value_loss: 14.4540
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2025-12-24 16:42:52 - INFO - Train Value_mae: 3.6049
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2025-12-24 16:42:52 - INFO - Train Value_mse: 14.4540
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2025-12-24 16:42:52 - INFO - Val Loss: 1.9123
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2025-12-24 16:42:52 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:42:52 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:42:52 - INFO - Val Policy_error: 0.3270
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2025-12-24 16:42:52 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:42:52 - INFO - Val Value_loss: 14.8606
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2025-12-24 16:42:52 - INFO - Val Value_mae: 3.6562
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2025-12-24 16:42:52 - INFO - Val Value_mse: 14.8606
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2025-12-24 16:51:54 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:51:55 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 16:51:55 - INFO -
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2025-12-24 16:51:55 - INFO - Epoch 27/50 Summary:
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2025-12-24 16:51:55 - INFO - Train Loss: 1.9118
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2025-12-24 16:51:55 - INFO - Train Num_policy_tokens: 8160.5390
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2025-12-24 16:51:55 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 16:51:55 - INFO - Train Policy_error: 0.3270
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2025-12-24 16:51:55 - INFO - Train Policy_loss: 1.6229
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2025-12-24 16:51:55 - INFO - Train Value_loss: 14.4480
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2025-12-24 16:51:55 - INFO - Train Value_mae: 3.6049
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2025-12-24 16:51:55 - INFO - Train Value_mse: 14.4480
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2025-12-24 16:51:55 - INFO - Val Loss: 1.9135
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2025-12-24 16:51:55 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 16:51:55 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 16:51:55 - INFO - Val Policy_error: 0.3273
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2025-12-24 16:51:55 - INFO - Val Policy_loss: 1.6160
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2025-12-24 16:51:55 - INFO - Val Value_loss: 14.9135
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2025-12-24 16:51:55 - INFO - Val Value_mae: 3.6611
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2025-12-24 16:51:55 - INFO - Val Value_mse: 14.9135
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2025-12-24 17:00:58 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:00:58 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:00:58 - INFO -
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2025-12-24 17:00:58 - INFO - Epoch 28/50 Summary:
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2025-12-24 17:00:58 - INFO - Train Loss: 1.9116
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2025-12-24 17:00:58 - INFO - Train Num_policy_tokens: 8158.5243
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2025-12-24 17:00:58 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:00:58 - INFO - Train Policy_error: 0.3270
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2025-12-24 17:00:58 - INFO - Train Policy_loss: 1.6227
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2025-12-24 17:00:58 - INFO - Train Value_loss: 14.4531
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2025-12-24 17:00:58 - INFO - Train Value_mae: 3.6058
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2025-12-24 17:00:58 - INFO - Train Value_mse: 14.4531
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2025-12-24 17:00:58 - INFO - Val Loss: 1.9135
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2025-12-24 17:00:58 - INFO - Val Num_policy_tokens: 7762.0000
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| 720 |
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2025-12-24 17:00:58 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:00:58 - INFO - Val Policy_error: 0.3272
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2025-12-24 17:00:58 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:00:58 - INFO - Val Value_loss: 14.8798
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2025-12-24 17:00:58 - INFO - Val Value_mae: 3.6562
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2025-12-24 17:00:58 - INFO - Val Value_mse: 14.8798
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2025-12-24 17:10:01 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:10:01 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:10:01 - INFO -
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2025-12-24 17:10:01 - INFO - Epoch 29/50 Summary:
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2025-12-24 17:10:01 - INFO - Train Loss: 1.9114
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| 731 |
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2025-12-24 17:10:01 - INFO - Train Num_policy_tokens: 8160.6819
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2025-12-24 17:10:01 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:10:01 - INFO - Train Policy_error: 0.3270
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2025-12-24 17:10:01 - INFO - Train Policy_loss: 1.6224
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2025-12-24 17:10:01 - INFO - Train Value_loss: 14.4562
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2025-12-24 17:10:01 - INFO - Train Value_mae: 3.6065
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2025-12-24 17:10:01 - INFO - Train Value_mse: 14.4562
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2025-12-24 17:10:01 - INFO - Val Loss: 1.9141
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2025-12-24 17:10:01 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:10:01 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:10:01 - INFO - Val Policy_error: 0.3271
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2025-12-24 17:10:01 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:10:01 - INFO - Val Value_loss: 14.8990
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2025-12-24 17:10:01 - INFO - Val Value_mae: 3.6526
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2025-12-24 17:10:01 - INFO - Val Value_mse: 14.8990
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2025-12-24 17:19:04 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:19:04 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:19:04 - INFO -
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| 749 |
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2025-12-24 17:19:04 - INFO - Epoch 30/50 Summary:
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| 750 |
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2025-12-24 17:19:04 - INFO - Train Loss: 1.9112
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| 751 |
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2025-12-24 17:19:04 - INFO - Train Num_policy_tokens: 8157.2459
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2025-12-24 17:19:04 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:19:04 - INFO - Train Policy_error: 0.3269
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2025-12-24 17:19:04 - INFO - Train Policy_loss: 1.6219
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2025-12-24 17:19:04 - INFO - Train Value_loss: 14.4601
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2025-12-24 17:19:04 - INFO - Train Value_mae: 3.6062
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2025-12-24 17:19:04 - INFO - Train Value_mse: 14.4601
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2025-12-24 17:19:04 - INFO - Val Loss: 1.9135
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2025-12-24 17:19:04 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:19:04 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:19:04 - INFO - Val Policy_error: 0.3270
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2025-12-24 17:19:04 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:19:04 - INFO - Val Value_loss: 14.8798
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2025-12-24 17:19:04 - INFO - Val Value_mae: 3.6538
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2025-12-24 17:19:04 - INFO - Val Value_mse: 14.8798
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2025-12-24 17:28:07 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:28:07 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 768 |
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2025-12-24 17:28:07 - INFO -
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2025-12-24 17:28:07 - INFO - Epoch 31/50 Summary:
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2025-12-24 17:28:07 - INFO - Train Loss: 1.9115
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2025-12-24 17:28:07 - INFO - Train Num_policy_tokens: 8157.7850
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2025-12-24 17:28:07 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:28:07 - INFO - Train Policy_error: 0.3269
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2025-12-24 17:28:07 - INFO - Train Policy_loss: 1.6223
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2025-12-24 17:28:07 - INFO - Train Value_loss: 14.4567
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2025-12-24 17:28:07 - INFO - Train Value_mae: 3.6054
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2025-12-24 17:28:07 - INFO - Train Value_mse: 14.4567
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2025-12-24 17:28:07 - INFO - Val Loss: 1.9123
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2025-12-24 17:28:07 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:28:07 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:28:07 - INFO - Val Policy_error: 0.3270
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2025-12-24 17:28:07 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:28:07 - INFO - Val Value_loss: 14.8558
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2025-12-24 17:28:07 - INFO - Val Value_mae: 3.6562
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2025-12-24 17:28:07 - INFO - Val Value_mse: 14.8558
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2025-12-24 17:37:10 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:37:10 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:37:10 - INFO -
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2025-12-24 17:37:10 - INFO - Epoch 32/50 Summary:
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2025-12-24 17:37:10 - INFO - Train Loss: 1.9109
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2025-12-24 17:37:10 - INFO - Train Num_policy_tokens: 8159.1856
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2025-12-24 17:37:10 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:37:10 - INFO - Train Policy_error: 0.3269
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2025-12-24 17:37:10 - INFO - Train Policy_loss: 1.6220
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2025-12-24 17:37:10 - INFO - Train Value_loss: 14.4467
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2025-12-24 17:37:10 - INFO - Train Value_mae: 3.6060
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2025-12-24 17:37:10 - INFO - Train Value_mse: 14.4467
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2025-12-24 17:37:10 - INFO - Val Loss: 1.9141
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2025-12-24 17:37:10 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:37:10 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:37:10 - INFO - Val Policy_error: 0.3272
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2025-12-24 17:37:10 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:37:10 - INFO - Val Value_loss: 14.8798
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2025-12-24 17:37:10 - INFO - Val Value_mae: 3.6562
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2025-12-24 17:37:10 - INFO - Val Value_mse: 14.8798
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2025-12-24 17:46:13 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:46:13 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:46:13 - INFO -
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2025-12-24 17:46:13 - INFO - Epoch 33/50 Summary:
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2025-12-24 17:46:13 - INFO - Train Loss: 1.9111
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2025-12-24 17:46:13 - INFO - Train Num_policy_tokens: 8158.3932
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2025-12-24 17:46:13 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:46:13 - INFO - Train Policy_error: 0.3268
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2025-12-24 17:46:13 - INFO - Train Policy_loss: 1.6221
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2025-12-24 17:46:13 - INFO - Train Value_loss: 14.4566
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2025-12-24 17:46:13 - INFO - Train Value_mae: 3.6052
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2025-12-24 17:46:13 - INFO - Train Value_mse: 14.4566
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2025-12-24 17:46:13 - INFO - Val Loss: 1.9135
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2025-12-24 17:46:13 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:46:13 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:46:13 - INFO - Val Policy_error: 0.3272
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2025-12-24 17:46:13 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:46:13 - INFO - Val Value_loss: 14.8750
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2025-12-24 17:46:13 - INFO - Val Value_mae: 3.6562
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2025-12-24 17:46:13 - INFO - Val Value_mse: 14.8750
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2025-12-24 17:55:16 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:55:17 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 17:55:17 - INFO -
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2025-12-24 17:55:17 - INFO - Epoch 34/50 Summary:
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2025-12-24 17:55:17 - INFO - Train Loss: 1.9109
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2025-12-24 17:55:17 - INFO - Train Num_policy_tokens: 8157.5700
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2025-12-24 17:55:17 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 17:55:17 - INFO - Train Policy_error: 0.3268
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2025-12-24 17:55:17 - INFO - Train Policy_loss: 1.6222
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2025-12-24 17:55:17 - INFO - Train Value_loss: 14.4387
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2025-12-24 17:55:17 - INFO - Train Value_mae: 3.6031
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2025-12-24 17:55:17 - INFO - Train Value_mse: 14.4387
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2025-12-24 17:55:17 - INFO - Val Loss: 1.9135
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2025-12-24 17:55:17 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 17:55:17 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 17:55:17 - INFO - Val Policy_error: 0.3271
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2025-12-24 17:55:17 - INFO - Val Policy_loss: 1.6160
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2025-12-24 17:55:17 - INFO - Val Value_loss: 14.9231
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2025-12-24 17:55:17 - INFO - Val Value_mae: 3.6587
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2025-12-24 17:55:17 - INFO - Val Value_mse: 14.9231
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2025-12-24 18:04:19 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:04:20 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:04:20 - INFO -
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2025-12-24 18:04:20 - INFO - Epoch 35/50 Summary:
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| 850 |
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2025-12-24 18:04:20 - INFO - Train Loss: 1.9110
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2025-12-24 18:04:20 - INFO - Train Num_policy_tokens: 8159.9853
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2025-12-24 18:04:20 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:04:20 - INFO - Train Policy_error: 0.3268
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2025-12-24 18:04:20 - INFO - Train Policy_loss: 1.6222
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2025-12-24 18:04:20 - INFO - Train Value_loss: 14.4462
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2025-12-24 18:04:20 - INFO - Train Value_mae: 3.6049
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2025-12-24 18:04:20 - INFO - Train Value_mse: 14.4462
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2025-12-24 18:04:20 - INFO - Val Loss: 1.9141
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2025-12-24 18:04:20 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:04:20 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:04:20 - INFO - Val Policy_error: 0.3269
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2025-12-24 18:04:20 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:04:20 - INFO - Val Value_loss: 14.8942
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2025-12-24 18:04:20 - INFO - Val Value_mae: 3.6575
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2025-12-24 18:04:20 - INFO - Val Value_mse: 14.8942
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2025-12-24 18:13:22 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:13:23 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:13:23 - INFO -
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2025-12-24 18:13:23 - INFO - Epoch 36/50 Summary:
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2025-12-24 18:13:23 - INFO - Train Loss: 1.9107
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2025-12-24 18:13:23 - INFO - Train Num_policy_tokens: 8156.0457
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2025-12-24 18:13:23 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:13:23 - INFO - Train Policy_error: 0.3268
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2025-12-24 18:13:23 - INFO - Train Policy_loss: 1.6220
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2025-12-24 18:13:23 - INFO - Train Value_loss: 14.4455
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2025-12-24 18:13:23 - INFO - Train Value_mae: 3.6042
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2025-12-24 18:13:23 - INFO - Train Value_mse: 14.4455
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2025-12-24 18:13:23 - INFO - Val Loss: 1.9135
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2025-12-24 18:13:23 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:13:23 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:13:23 - INFO - Val Policy_error: 0.3275
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2025-12-24 18:13:23 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:13:23 - INFO - Val Value_loss: 14.8846
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2025-12-24 18:13:23 - INFO - Val Value_mae: 3.6550
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2025-12-24 18:13:23 - INFO - Val Value_mse: 14.8846
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2025-12-24 18:22:26 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0036_val_loss_1.9117.chkpt
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2025-12-24 18:22:26 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/ep0036_val_loss_1.9117.chkpt
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2025-12-24 18:22:26 - INFO -
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2025-12-24 18:22:26 - INFO - Epoch 37/50 Summary:
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2025-12-24 18:22:26 - INFO - Train Loss: 1.9117
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2025-12-24 18:22:26 - INFO - Train Num_policy_tokens: 8161.0633
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2025-12-24 18:22:26 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:22:26 - INFO - Train Policy_error: 0.3270
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2025-12-24 18:22:26 - INFO - Train Policy_loss: 1.6228
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2025-12-24 18:22:26 - INFO - Train Value_loss: 14.4424
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2025-12-24 18:22:26 - INFO - Train Value_mae: 3.6044
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2025-12-24 18:22:26 - INFO - Train Value_mse: 14.4424
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2025-12-24 18:22:26 - INFO - Val Loss: 1.9117
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2025-12-24 18:22:26 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:22:26 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:22:26 - INFO - Val Policy_error: 0.3272
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2025-12-24 18:22:26 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:22:26 - INFO - Val Value_loss: 14.8462
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2025-12-24 18:22:26 - INFO - Val Value_mae: 3.6538
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2025-12-24 18:22:26 - INFO - Val Value_mse: 14.8462
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2025-12-24 18:31:29 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:31:29 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:31:29 - INFO -
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2025-12-24 18:31:29 - INFO - Epoch 38/50 Summary:
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2025-12-24 18:31:29 - INFO - Train Loss: 1.9106
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2025-12-24 18:31:29 - INFO - Train Num_policy_tokens: 8160.7054
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2025-12-24 18:31:29 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:31:29 - INFO - Train Policy_error: 0.3267
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2025-12-24 18:31:29 - INFO - Train Policy_loss: 1.6217
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2025-12-24 18:31:29 - INFO - Train Value_loss: 14.4510
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2025-12-24 18:31:29 - INFO - Train Value_mae: 3.6047
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2025-12-24 18:31:29 - INFO - Train Value_mse: 14.4510
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2025-12-24 18:31:29 - INFO - Val Loss: 1.9135
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2025-12-24 18:31:29 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:31:29 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:31:29 - INFO - Val Policy_error: 0.3269
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2025-12-24 18:31:29 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:31:29 - INFO - Val Value_loss: 14.8750
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2025-12-24 18:31:29 - INFO - Val Value_mae: 3.6550
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2025-12-24 18:31:29 - INFO - Val Value_mse: 14.8750
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2025-12-24 18:40:32 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:40:32 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:40:32 - INFO -
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2025-12-24 18:40:32 - INFO - Epoch 39/50 Summary:
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2025-12-24 18:40:32 - INFO - Train Loss: 1.9108
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2025-12-24 18:40:32 - INFO - Train Num_policy_tokens: 8161.5862
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2025-12-24 18:40:32 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:40:32 - INFO - Train Policy_error: 0.3268
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2025-12-24 18:40:32 - INFO - Train Policy_loss: 1.6221
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2025-12-24 18:40:32 - INFO - Train Value_loss: 14.4428
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2025-12-24 18:40:32 - INFO - Train Value_mae: 3.6041
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2025-12-24 18:40:32 - INFO - Train Value_mse: 14.4428
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2025-12-24 18:40:32 - INFO - Val Loss: 1.9135
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2025-12-24 18:40:32 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:40:32 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:40:32 - INFO - Val Policy_error: 0.3273
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2025-12-24 18:40:32 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:40:32 - INFO - Val Value_loss: 14.9087
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2025-12-24 18:40:32 - INFO - Val Value_mae: 3.6562
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2025-12-24 18:40:32 - INFO - Val Value_mse: 14.9087
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2025-12-24 18:49:36 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:49:36 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:49:36 - INFO -
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2025-12-24 18:49:36 - INFO - Epoch 40/50 Summary:
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2025-12-24 18:49:36 - INFO - Train Loss: 1.9110
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2025-12-24 18:49:36 - INFO - Train Num_policy_tokens: 8156.4875
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2025-12-24 18:49:36 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:49:36 - INFO - Train Policy_error: 0.3268
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2025-12-24 18:49:36 - INFO - Train Policy_loss: 1.6223
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2025-12-24 18:49:36 - INFO - Train Value_loss: 14.4299
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2025-12-24 18:49:36 - INFO - Train Value_mae: 3.6026
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2025-12-24 18:49:36 - INFO - Train Value_mse: 14.4299
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2025-12-24 18:49:36 - INFO - Val Loss: 1.9135
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2025-12-24 18:49:36 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:49:36 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:49:36 - INFO - Val Policy_error: 0.3271
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2025-12-24 18:49:36 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:49:36 - INFO - Val Value_loss: 14.8894
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2025-12-24 18:49:36 - INFO - Val Value_mae: 3.6538
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2025-12-24 18:49:36 - INFO - Val Value_mse: 14.8894
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2025-12-24 18:58:40 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:58:41 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 18:58:41 - INFO -
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2025-12-24 18:58:41 - INFO - Epoch 41/50 Summary:
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2025-12-24 18:58:41 - INFO - Train Loss: 1.9106
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2025-12-24 18:58:41 - INFO - Train Num_policy_tokens: 8163.5037
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2025-12-24 18:58:41 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 18:58:41 - INFO - Train Policy_error: 0.3268
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2025-12-24 18:58:41 - INFO - Train Policy_loss: 1.6221
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2025-12-24 18:58:41 - INFO - Train Value_loss: 14.4354
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2025-12-24 18:58:41 - INFO - Train Value_mae: 3.6033
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2025-12-24 18:58:41 - INFO - Train Value_mse: 14.4354
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2025-12-24 18:58:41 - INFO - Val Loss: 1.9129
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2025-12-24 18:58:41 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 18:58:41 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 18:58:41 - INFO - Val Policy_error: 0.3270
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2025-12-24 18:58:41 - INFO - Val Policy_loss: 1.6160
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2025-12-24 18:58:41 - INFO - Val Value_loss: 14.8750
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2025-12-24 18:58:41 - INFO - Val Value_mae: 3.6550
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2025-12-24 18:58:41 - INFO - Val Value_mse: 14.8750
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2025-12-24 19:07:45 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:07:45 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:07:45 - INFO -
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2025-12-24 19:07:45 - INFO - Epoch 42/50 Summary:
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2025-12-24 19:07:45 - INFO - Train Loss: 1.9108
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2025-12-24 19:07:45 - INFO - Train Num_policy_tokens: 8158.2739
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2025-12-24 19:07:45 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:07:45 - INFO - Train Policy_error: 0.3268
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2025-12-24 19:07:45 - INFO - Train Policy_loss: 1.6221
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2025-12-24 19:07:45 - INFO - Train Value_loss: 14.4425
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2025-12-24 19:07:45 - INFO - Train Value_mae: 3.6041
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2025-12-24 19:07:45 - INFO - Train Value_mse: 14.4425
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2025-12-24 19:07:45 - INFO - Val Loss: 1.9129
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2025-12-24 19:07:45 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:07:45 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:07:45 - INFO - Val Policy_error: 0.3273
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2025-12-24 19:07:45 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:07:45 - INFO - Val Value_loss: 14.8942
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2025-12-24 19:07:45 - INFO - Val Value_mae: 3.6538
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2025-12-24 19:07:45 - INFO - Val Value_mse: 14.8942
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2025-12-24 19:16:49 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:16:49 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:16:49 - INFO -
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2025-12-24 19:16:49 - INFO - Epoch 43/50 Summary:
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2025-12-24 19:16:49 - INFO - Train Loss: 1.9105
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2025-12-24 19:16:49 - INFO - Train Num_policy_tokens: 8161.6038
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2025-12-24 19:16:49 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:16:49 - INFO - Train Policy_error: 0.3268
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2025-12-24 19:16:49 - INFO - Train Policy_loss: 1.6219
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2025-12-24 19:16:49 - INFO - Train Value_loss: 14.4311
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2025-12-24 19:16:49 - INFO - Train Value_mae: 3.6033
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2025-12-24 19:16:49 - INFO - Train Value_mse: 14.4311
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2025-12-24 19:16:49 - INFO - Val Loss: 1.9135
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2025-12-24 19:16:49 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:16:49 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:16:49 - INFO - Val Policy_error: 0.3270
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2025-12-24 19:16:49 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:16:49 - INFO - Val Value_loss: 14.8846
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2025-12-24 19:16:49 - INFO - Val Value_mae: 3.6550
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2025-12-24 19:16:49 - INFO - Val Value_mse: 14.8846
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2025-12-24 19:25:53 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:25:53 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:25:53 - INFO -
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2025-12-24 19:25:53 - INFO - Epoch 44/50 Summary:
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2025-12-24 19:25:53 - INFO - Train Loss: 1.9106
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2025-12-24 19:25:53 - INFO - Train Num_policy_tokens: 8162.1311
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2025-12-24 19:25:53 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:25:53 - INFO - Train Policy_error: 0.3268
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2025-12-24 19:25:53 - INFO - Train Policy_loss: 1.6218
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2025-12-24 19:25:53 - INFO - Train Value_loss: 14.4347
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2025-12-24 19:25:53 - INFO - Train Value_mae: 3.6033
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2025-12-24 19:25:53 - INFO - Train Value_mse: 14.4347
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2025-12-24 19:25:53 - INFO - Val Loss: 1.9135
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2025-12-24 19:25:53 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:25:53 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:25:53 - INFO - Val Policy_error: 0.3267
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2025-12-24 19:25:53 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:25:53 - INFO - Val Value_loss: 14.8846
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2025-12-24 19:25:53 - INFO - Val Value_mae: 3.6526
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2025-12-24 19:25:53 - INFO - Val Value_mse: 14.8846
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2025-12-24 19:34:55 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:34:56 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:34:56 - INFO -
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2025-12-24 19:34:56 - INFO - Epoch 45/50 Summary:
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2025-12-24 19:34:56 - INFO - Train Loss: 1.9106
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2025-12-24 19:34:56 - INFO - Train Num_policy_tokens: 8160.7879
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2025-12-24 19:34:56 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:34:56 - INFO - Train Policy_error: 0.3268
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2025-12-24 19:34:56 - INFO - Train Policy_loss: 1.6221
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2025-12-24 19:34:56 - INFO - Train Value_loss: 14.4369
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2025-12-24 19:34:56 - INFO - Train Value_mae: 3.6032
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2025-12-24 19:34:56 - INFO - Train Value_mse: 14.4369
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2025-12-24 19:34:56 - INFO - Val Loss: 1.9129
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2025-12-24 19:34:56 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:34:56 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:34:56 - INFO - Val Policy_error: 0.3270
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2025-12-24 19:34:56 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:34:56 - INFO - Val Value_loss: 14.8702
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2025-12-24 19:34:56 - INFO - Val Value_mae: 3.6514
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2025-12-24 19:34:56 - INFO - Val Value_mse: 14.8702
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2025-12-24 19:43:59 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:43:59 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:43:59 - INFO -
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2025-12-24 19:43:59 - INFO - Epoch 46/50 Summary:
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2025-12-24 19:43:59 - INFO - Train Loss: 1.9109
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2025-12-24 19:43:59 - INFO - Train Num_policy_tokens: 8162.7496
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2025-12-24 19:43:59 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:43:59 - INFO - Train Policy_error: 0.3268
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2025-12-24 19:43:59 - INFO - Train Policy_loss: 1.6225
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2025-12-24 19:43:59 - INFO - Train Value_loss: 14.4323
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2025-12-24 19:43:59 - INFO - Train Value_mae: 3.6025
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2025-12-24 19:43:59 - INFO - Train Value_mse: 14.4323
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2025-12-24 19:43:59 - INFO - Val Loss: 1.9135
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2025-12-24 19:43:59 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:43:59 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:43:59 - INFO - Val Policy_error: 0.3269
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2025-12-24 19:43:59 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:43:59 - INFO - Val Value_loss: 14.8798
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2025-12-24 19:43:59 - INFO - Val Value_mae: 3.6550
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2025-12-24 19:43:59 - INFO - Val Value_mse: 14.8798
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2025-12-24 19:53:02 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:53:02 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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2025-12-24 19:53:02 - INFO -
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2025-12-24 19:53:02 - INFO - Epoch 47/50 Summary:
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2025-12-24 19:53:02 - INFO - Train Loss: 1.9104
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2025-12-24 19:53:02 - INFO - Train Num_policy_tokens: 8160.8851
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2025-12-24 19:53:02 - INFO - Train Num_value_predictions: 20.0000
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2025-12-24 19:53:02 - INFO - Train Policy_error: 0.3266
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2025-12-24 19:53:02 - INFO - Train Policy_loss: 1.6219
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2025-12-24 19:53:02 - INFO - Train Value_loss: 14.4231
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2025-12-24 19:53:02 - INFO - Train Value_mae: 3.6025
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2025-12-24 19:53:02 - INFO - Train Value_mse: 14.4231
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2025-12-24 19:53:02 - INFO - Val Loss: 1.9135
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2025-12-24 19:53:02 - INFO - Val Num_policy_tokens: 7762.0000
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2025-12-24 19:53:02 - INFO - Val Num_value_predictions: 19.5385
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2025-12-24 19:53:02 - INFO - Val Policy_error: 0.3265
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2025-12-24 19:53:02 - INFO - Val Policy_loss: 1.6160
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2025-12-24 19:53:02 - INFO - Val Value_loss: 14.8942
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2025-12-24 19:53:02 - INFO - Val Value_mae: 3.6550
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| 1105 |
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2025-12-24 19:53:02 - INFO - Val Value_mse: 14.8942
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2025-12-24 20:02:05 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1107 |
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2025-12-24 20:02:06 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1108 |
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2025-12-24 20:02:06 - INFO -
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| 1109 |
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2025-12-24 20:02:06 - INFO - Epoch 48/50 Summary:
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| 1110 |
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2025-12-24 20:02:06 - INFO - Train Loss: 1.9109
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| 1111 |
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2025-12-24 20:02:06 - INFO - Train Num_policy_tokens: 8158.9146
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| 1112 |
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2025-12-24 20:02:06 - INFO - Train Num_value_predictions: 20.0000
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| 1113 |
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2025-12-24 20:02:06 - INFO - Train Policy_error: 0.3268
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| 1114 |
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2025-12-24 20:02:06 - INFO - Train Policy_loss: 1.6220
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| 1115 |
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2025-12-24 20:02:06 - INFO - Train Value_loss: 14.4497
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2025-12-24 20:02:06 - INFO - Train Value_mae: 3.6047
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2025-12-24 20:02:06 - INFO - Train Value_mse: 14.4497
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| 1118 |
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2025-12-24 20:02:06 - INFO - Val Loss: 1.9135
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| 1119 |
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2025-12-24 20:02:06 - INFO - Val Num_policy_tokens: 7762.0000
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| 1120 |
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2025-12-24 20:02:06 - INFO - Val Num_value_predictions: 19.5385
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| 1121 |
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2025-12-24 20:02:06 - INFO - Val Policy_error: 0.3267
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| 1122 |
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2025-12-24 20:02:06 - INFO - Val Policy_loss: 1.6160
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| 1123 |
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2025-12-24 20:02:06 - INFO - Val Value_loss: 14.8942
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| 1124 |
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2025-12-24 20:02:06 - INFO - Val Value_mae: 3.6562
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| 1125 |
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2025-12-24 20:02:06 - INFO - Val Value_mse: 14.8942
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| 1126 |
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2025-12-24 20:11:09 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1127 |
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2025-12-24 20:11:09 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1128 |
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2025-12-24 20:11:09 - INFO -
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| 1129 |
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2025-12-24 20:11:09 - INFO - Epoch 49/50 Summary:
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| 1130 |
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2025-12-24 20:11:09 - INFO - Train Loss: 1.9108
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| 1131 |
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2025-12-24 20:11:09 - INFO - Train Num_policy_tokens: 8160.3608
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| 1132 |
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2025-12-24 20:11:09 - INFO - Train Num_value_predictions: 20.0000
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| 1133 |
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2025-12-24 20:11:09 - INFO - Train Policy_error: 0.3268
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| 1134 |
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2025-12-24 20:11:09 - INFO - Train Policy_loss: 1.6224
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2025-12-24 20:11:09 - INFO - Train Value_loss: 14.4300
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2025-12-24 20:11:09 - INFO - Train Value_mae: 3.6030
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2025-12-24 20:11:09 - INFO - Train Value_mse: 14.4300
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2025-12-24 20:11:09 - INFO - Val Loss: 1.9135
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| 1139 |
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2025-12-24 20:11:09 - INFO - Val Num_policy_tokens: 7762.0000
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| 1140 |
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2025-12-24 20:11:09 - INFO - Val Num_value_predictions: 19.5385
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| 1141 |
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2025-12-24 20:11:09 - INFO - Val Policy_error: 0.3269
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| 1142 |
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2025-12-24 20:11:09 - INFO - Val Policy_loss: 1.6160
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| 1143 |
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2025-12-24 20:11:09 - INFO - Val Value_loss: 14.8990
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2025-12-24 20:11:09 - INFO - Val Value_mae: 3.6562
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2025-12-24 20:11:09 - INFO - Val Value_mse: 14.8990
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| 1146 |
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2025-12-24 20:20:12 - INFO - Checkpoint saved: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1147 |
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2025-12-24 20:20:12 - INFO - Successfully uploaded checkpoint artifact: /home/claude/data/hf-trigoRL/trigor/20251224-trigo-value-llama-l6-h64-it2_251221-value0.02/checkpoints/latest.chkpt
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| 1148 |
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2025-12-24 20:20:12 - INFO -
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| 1149 |
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2025-12-24 20:20:12 - INFO - Epoch 50/50 Summary:
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| 1150 |
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2025-12-24 20:20:12 - INFO - Train Loss: 1.9106
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| 1151 |
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2025-12-24 20:20:12 - INFO - Train Num_policy_tokens: 8159.4050
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| 1152 |
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2025-12-24 20:20:12 - INFO - Train Num_value_predictions: 20.0000
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| 1153 |
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2025-12-24 20:20:12 - INFO - Train Policy_error: 0.3268
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2025-12-24 20:20:12 - INFO - Train Policy_loss: 1.6223
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2025-12-24 20:20:12 - INFO - Train Value_loss: 14.4185
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2025-12-24 20:20:12 - INFO - Train Value_mae: 3.6022
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2025-12-24 20:20:12 - INFO - Train Value_mse: 14.4185
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2025-12-24 20:20:12 - INFO - Val Loss: 1.9135
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| 1159 |
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2025-12-24 20:20:12 - INFO - Val Num_policy_tokens: 7762.0000
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| 1160 |
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2025-12-24 20:20:12 - INFO - Val Num_value_predictions: 19.5385
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| 1161 |
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2025-12-24 20:20:12 - INFO - Val Policy_error: 0.3272
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2025-12-24 20:20:12 - INFO - Val Policy_loss: 1.6160
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2025-12-24 20:20:12 - INFO - Val Value_loss: 14.9038
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| 1164 |
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2025-12-24 20:20:12 - INFO - Val Value_mae: 3.6599
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2025-12-24 20:20:12 - INFO - Val Value_mse: 14.9038
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| 1166 |
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2025-12-24 20:20:15 - INFO - TensorBoard writer closed
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2025-12-24 20:20:15 - INFO -
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2025-12-24 20:20:15 - INFO - ================================================================================
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| 1169 |
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2025-12-24 20:20:15 - INFO - Training Complete
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2025-12-24 20:20:15 - INFO - ================================================================================
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| 1171 |
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2025-12-24 20:20:15 - INFO -
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2025-12-24 20:20:15 - INFO - Training completed successfully!
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