End of training
Browse files- README.md +77 -0
- pytorch_model.bin +1 -1
- trainer_state.json +4195 -0
README.md
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| 1 |
+
---
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| 2 |
+
license: apache-2.0
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base_model: facebook/wav2vec2-xls-r-300m
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tags:
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- generated_from_trainer
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metrics:
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| 7 |
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- wer
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| 8 |
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model-index:
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| 9 |
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- name: 1-epochs5-char-based-freeze_cnn-dropout0.1
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| 10 |
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results: []
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| 11 |
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---
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| 12 |
+
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| 13 |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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| 14 |
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should probably proofread and complete it, then remove this comment. -->
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| 15 |
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# 1-epochs5-char-based-freeze_cnn-dropout0.1
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This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1245
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- Wer: 0.0865
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 10
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 4
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- total_train_batch_size: 40
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- total_eval_batch_size: 8
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- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|
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| 2.8545 | 0.37 | 2500 | 2.8872 | 1.0 |
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| 58 |
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| 0.7012 | 0.74 | 5000 | 0.3473 | 0.2840 |
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| 0.46 | 1.11 | 7500 | 0.2032 | 0.1510 |
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| 0.3848 | 1.48 | 10000 | 0.1668 | 0.1194 |
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| 0.3535 | 1.85 | 12500 | 0.1518 | 0.1086 |
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| 62 |
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| 0.3667 | 2.22 | 15000 | 0.1442 | 0.1019 |
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| 63 |
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| 0.3058 | 2.59 | 17500 | 0.1381 | 0.0961 |
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| 0.3026 | 2.96 | 20000 | 0.1327 | 0.0924 |
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| 0.2891 | 3.33 | 22500 | 0.1326 | 0.0917 |
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| 66 |
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| 0.294 | 3.7 | 25000 | 0.1278 | 0.0894 |
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| 0.2846 | 4.07 | 27500 | 0.1257 | 0.0885 |
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| 0.259 | 4.44 | 30000 | 0.1244 | 0.0874 |
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| 0.2348 | 4.81 | 32500 | 0.1245 | 0.0865 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1
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- Datasets 2.14.5
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| 77 |
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- Tokenizers 0.14.1
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 1262024813
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:04eff2dd8b9e3d6847edcb5c40e7788561ed71f955c8ccd9d3e5139ab408b6a6
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size 1262024813
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trainer_state.json
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| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 2500,
|
| 6 |
+
"global_step": 33755,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.01,
|
| 13 |
+
"learning_rate": 2.902843601895735e-07,
|
| 14 |
+
"loss": 9.1546,
|
| 15 |
+
"step": 50
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.01,
|
| 19 |
+
"learning_rate": 5.80568720379147e-07,
|
| 20 |
+
"loss": 9.1497,
|
| 21 |
+
"step": 100
|
| 22 |
+
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