Model save
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- model-00001-of-00002.safetensors +1 -1
- model-00002-of-00002.safetensors +1 -1
README.md
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base_model: openai/whisper-large-v3
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tags:
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- generated_from_trainer
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model-index:
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- name: uaspeech-whisper-lg-3-Nov3
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results: []
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This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 1939.1388
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- eval_samples_per_second: 1.276
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- eval_steps_per_second: 0.16
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- epoch: 2.0844
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- step: 2900
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## Model description
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- num_epochs: 100
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.43.4
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base_model: openai/whisper-large-v3
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tags:
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- generated_from_trainer
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metrics:
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- wer
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model-index:
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- name: uaspeech-whisper-lg-3-Nov3
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results: []
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This model is a fine-tuned version of [openai/whisper-large-v3](https://huggingface.co/openai/whisper-large-v3) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0571
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- Wer: 8.1245
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## Model description
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- num_epochs: 100
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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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| 1.7741 | 0.0719 | 100 | 0.6537 | 58.1245 |
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| 0.4975 | 0.1437 | 200 | 0.4079 | 39.8141 |
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| 0.3739 | 0.2156 | 300 | 0.3398 | 33.3872 |
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| 0.3037 | 0.2875 | 400 | 0.2941 | 30.2344 |
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| 0.2783 | 0.3593 | 500 | 0.2456 | 26.1116 |
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| 0.2568 | 0.4312 | 600 | 0.2270 | 25.1011 |
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| 0.2012 | 0.5031 | 700 | 0.2372 | 25.9903 |
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| 0.2139 | 0.5749 | 800 | 0.1828 | 21.3015 |
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| 0.1649 | 0.6468 | 900 | 0.1750 | 19.7656 |
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| 0.149 | 0.7186 | 1000 | 0.1640 | 19.4826 |
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| 0.146 | 0.7905 | 1100 | 0.1444 | 17.5829 |
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| 0.1424 | 0.8624 | 1200 | 0.1305 | 15.5214 |
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| 0.116 | 0.9342 | 1300 | 0.1294 | 16.3703 |
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| 0.121 | 1.0061 | 1400 | 0.1210 | 16.1277 |
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| 0.0755 | 1.0783 | 1500 | 0.1022 | 13.7833 |
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| 0.0754 | 1.1502 | 1600 | 0.0814 | 11.1156 |
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| 0.0919 | 1.2221 | 1700 | 0.0849 | 11.6815 |
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| 0.0801 | 1.2939 | 1800 | 0.0827 | 11.4794 |
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| 0.0751 | 1.3658 | 1900 | 0.0757 | 10.3476 |
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| 0.0727 | 1.4377 | 2000 | 0.0820 | 11.2773 |
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| 0.0797 | 1.5095 | 2100 | 0.0582 | 8.5287 |
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| 0.0712 | 1.5814 | 2200 | 0.0672 | 10.2264 |
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| 0.0655 | 1.6533 | 2300 | 0.0736 | 10.2668 |
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| 0.0635 | 1.7251 | 2400 | 0.0641 | 9.4988 |
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| 0.0646 | 1.7970 | 2500 | 0.0552 | 8.8521 |
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| 0.0618 | 1.8688 | 2600 | 0.0596 | 8.3670 |
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| 0.063 | 1.9407 | 2700 | 0.0517 | 7.7607 |
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| 0.0628 | 2.0126 | 2800 | 0.0448 | 6.2247 |
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| 0.029 | 2.0844 | 2900 | 0.0571 | 8.1245 |
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### Framework versions
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- Transformers 4.43.4
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model-00001-of-00002.safetensors
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