| | --- |
| | license: apache-2.0 |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | name: C0_LID_DEV |
| | --- |
| | |
| | <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| | should probably proofread and complete it, then remove this comment. --> |
| |
|
| | # C0_LID_DEV |
| |
|
| | 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. |
| | It achieves the following results on the evaluation set: |
| | - Loss: inf |
| | - Wer: 0.8267 |
| |
|
| | ## Model description |
| |
|
| | More information needed |
| |
|
| | ## Intended uses & limitations |
| |
|
| | More information needed |
| |
|
| | ## Training and evaluation data |
| |
|
| | More information needed |
| |
|
| | ## Training procedure |
| |
|
| | ### Training hyperparameters |
| |
|
| | The following hyperparameters were used during training: |
| | - learning_rate: 0.0003 |
| | - train_batch_size: 4 |
| | - eval_batch_size: 8 |
| | - seed: 42 |
| | - gradient_accumulation_steps: 2 |
| | - total_train_batch_size: 8 |
| | - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| | - lr_scheduler_type: linear |
| | - lr_scheduler_warmup_steps: 500 |
| | - num_epochs: 1 |
| | - mixed_precision_training: Native AMP |
| |
|
| | ### Training results |
| |
|
| | | Training Loss | Epoch | Step | Validation Loss | Wer | |
| | |:-------------:|:-----:|:-----:|:---------------:|:------:| |
| | | No log | 0.0 | 25 | inf | 0.8426 | |
| | | 1.5354 | 0.17 | 2000 | inf | 0.8198 | |
| | | 1.5688 | 0.33 | 4000 | inf | 0.8271 | |
| | | 1.5294 | 0.5 | 6000 | inf | 0.8339 | |
| | | 1.1947 | 0.67 | 8000 | inf | 0.8260 | |
| | | 1.1534 | 0.83 | 10000 | inf | 0.8267 | |
| | | 1.1484 | 1.0 | 12000 | inf | 0.8267 | |
| |
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| |
|
| | ### Framework versions |
| |
|
| | - Transformers 4.11.3 |
| | - Pytorch 1.10.2+cu113 |
| | - Datasets 1.18.3 |
| | - Tokenizers 0.10.3 |
| |
|
