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--- |
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base_model: facebook/wav2vec2-base |
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license: apache-2.0 |
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metrics: |
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- wer |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: 241103_wav2vec2_Augmented_Dataset |
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results: [] |
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--- |
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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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should probably proofread and complete it, then remove this comment. --> |
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# 241103_wav2vec2_Augmented_Dataset |
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.8439 |
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- Wer: 1.0 |
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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: 5e-05 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 8 |
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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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| No log | 1.0 | 40 | 1.8480 | 1.0 | |
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| No log | 2.0 | 80 | 1.8473 | 1.0 | |
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| No log | 3.0 | 120 | 1.8458 | 1.0 | |
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| No log | 4.0 | 160 | 1.8448 | 1.0 | |
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| No log | 5.0 | 200 | 1.8447 | 1.0 | |
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| No log | 6.0 | 240 | 1.8444 | 1.0 | |
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| No log | 7.0 | 280 | 1.8440 | 1.0 | |
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| No log | 8.0 | 320 | 1.8439 | 1.0 | |
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### Framework versions |
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- Transformers 4.43.3 |
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- Pytorch 2.5.1+cu124 |
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- Datasets 2.19.2 |
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- Tokenizers 0.19.1 |
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