MelanieKoe
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Model save
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:
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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: 2.3151
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- Wer: 0.1807
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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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| 18.3155 | 6.1 | 250 | 3.8850 | 1.0 |
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| 3.2773 | 12.2 | 500 | 3.1874 | 1.0 |
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| 3.0747 | 18.29 | 750 | 3.0519 | 1.0 |
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| 1.8747 | 24.39 | 1000 | 1.0181 | 0.5229 |
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| 0.2774 | 30.49 | 1250 | 1.5081 | 0.2191 |
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| 0.1428 | 36.59 | 1500 | 1.5603 | 0.2067 |
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| 0.0989 | 42.68 | 1750 | 1.6293 | 0.1999 |
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| 0.0748 | 48.78 | 2000 | 1.9993 | 0.1978 |
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| 0.0584 | 54.88 | 2250 | 2.0658 | 0.1914 |
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| 0.0481 | 60.98 | 2500 | 2.1470 | 0.1845 |
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| 0.0433 | 67.07 | 2750 | 2.2501 | 0.1833 |
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| 0.038 | 73.17 | 3000 | 2.1957 | 0.1892 |
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| 0.0331 | 79.27 | 3250 | 2.2906 | 0.1845 |
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| 0.0314 | 85.37 | 3500 | 2.3224 | 0.1841 |
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| 0.0279 | 91.46 | 3750 | 2.3041 | 0.1828 |
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| 0.0267 | 97.56 | 4000 | 2.3151 | 0.1807 |
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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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