MelanieKoe
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Browse files- README.md +19 -19
- model.safetensors +1 -1
README.md
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.
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- Wer: 0.
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## Model description
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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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- lr_scheduler_warmup_steps:
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- training_steps: 4000
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- mixed_precision_training: Native AMP
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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### Framework versions
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.2935
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- Wer: 0.1709
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## Model description
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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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- lr_scheduler_warmup_steps: 1000
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- training_steps: 4000
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- mixed_precision_training: Native AMP
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 22.479 | 3.91 | 250 | 4.5097 | 1.0 |
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| 3.5142 | 7.81 | 500 | 3.2115 | 1.0 |
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| 3.144 | 11.72 | 750 | 3.1091 | 1.0 |
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| 2.5815 | 15.62 | 1000 | 1.2241 | 0.9991 |
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| 0.6479 | 19.53 | 1250 | 0.5868 | 0.3328 |
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| 0.3255 | 23.44 | 1500 | 0.7123 | 0.2050 |
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| 0.2136 | 27.34 | 1750 | 0.8753 | 0.1854 |
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| 0.1561 | 31.25 | 2000 | 0.9095 | 0.1892 |
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| 0.1195 | 35.16 | 2250 | 1.0824 | 0.1828 |
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| 0.0966 | 39.06 | 2500 | 1.0976 | 0.1756 |
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| 0.0829 | 42.97 | 2750 | 1.1946 | 0.1734 |
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| 0.0724 | 46.88 | 3000 | 1.2161 | 0.1713 |
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| 0.0611 | 50.78 | 3250 | 1.2877 | 0.1739 |
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| 0.0555 | 54.69 | 3500 | 1.3169 | 0.1687 |
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| 0.0537 | 58.59 | 3750 | 1.2744 | 0.1764 |
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| 0.0481 | 62.5 | 4000 | 1.2935 | 0.1709 |
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### Framework versions
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model.safetensors
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size 377629528
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