MelanieKoe
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Browse files- README.md +21 -21
- 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:
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- Wer:
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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 results
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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: 1.1584
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- Wer: 0.1683
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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 results
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| Training Loss | Epoch | Step | Validation Loss | Wer |
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|:-------------:|:-----:|:----:|:---------------:|:------:|
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| 19.3795 | 3.91 | 250 | 4.4039 | 1.0 |
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| 3.4426 | 7.81 | 500 | 3.2239 | 1.0 |
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| 3.1246 | 11.72 | 750 | 3.1005 | 1.0 |
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| 2.3409 | 15.62 | 1000 | 1.0214 | 0.8765 |
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| 0.6128 | 19.53 | 1250 | 0.6213 | 0.4643 |
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| 0.3506 | 23.44 | 1500 | 0.6847 | 0.2409 |
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| 0.2498 | 27.34 | 1750 | 0.7219 | 0.2055 |
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| 0.1928 | 31.25 | 2000 | 0.9377 | 0.1730 |
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| 0.1689 | 35.16 | 2250 | 1.0552 | 0.1794 |
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| 0.1437 | 39.06 | 2500 | 0.9440 | 0.1756 |
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| 0.1256 | 42.97 | 2750 | 1.1132 | 0.1721 |
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| 0.1199 | 46.88 | 3000 | 1.1349 | 0.1777 |
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| 0.1087 | 50.78 | 3250 | 1.0542 | 0.1781 |
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| 0.1056 | 54.69 | 3500 | 1.1394 | 0.1696 |
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| 0.1006 | 58.59 | 3750 | 1.1261 | 0.1696 |
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| 0.0933 | 62.5 | 4000 | 1.1584 | 0.1683 |
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### Framework versions
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 377629528
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