| | --- |
| | license: apache-2.0 |
| | base_model: mo-thecreator/wav2vec2-base-finetuned |
| | tags: |
| | - generated_from_trainer |
| | metrics: |
| | - accuracy |
| | model-index: |
| | - name: wav2vec2-base-finetuned-finetuned |
| | results: [] |
| | --- |
| | |
| | <!-- 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. --> |
| |
|
| | # wav2vec2-base-finetuned-finetuned |
| |
|
| | This model is a fine-tuned version of [mo-thecreator/wav2vec2-base-finetuned](https://huggingface.co/mo-thecreator/wav2vec2-base-finetuned) on the None dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 0.0829 |
| | - Accuracy: 0.9882 |
| |
|
| | ## 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: 3e-05 |
| | - train_batch_size: 8 |
| | - eval_batch_size: 8 |
| | - seed: 42 |
| | - gradient_accumulation_steps: 4 |
| | - total_train_batch_size: 32 |
| | - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| | - lr_scheduler_type: linear |
| | - lr_scheduler_warmup_ratio: 0.1 |
| | - num_epochs: 5 |
| |
|
| | ### Training results |
| |
|
| | | Training Loss | Epoch | Step | Accuracy | Validation Loss | |
| | |:-------------:|:-----:|:----:|:--------:|:---------------:| |
| | | 0.1448 | 1.0 | 1900 | 0.9601 | 0.1447 | |
| | | 0.0673 | 2.0 | 3800 | 0.9824 | 0.0817 | |
| | | 0.0178 | 3.0 | 5700 | 0.9796 | 0.1054 | |
| | | 0.0002 | 4.0 | 7600 | 0.9824 | 0.1074 | |
| | | 0.0108 | 5.0 | 9500 | 0.9882 | 0.0829 | |
| |
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| |
|
| | ### Framework versions |
| |
|
| | - Transformers 4.39.3 |
| | - Pytorch 2.1.2 |
| | - Datasets 2.18.0 |
| | - Tokenizers 0.15.2 |
| |
|
| | ### Contributors |
| |
|
| | - Abdalla312 |
| | - mo-thecreator |
