End of training
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README.md
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---
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language:
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Hanhpt23/GermanMed-full dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Wer:
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## Model description
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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: 100
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- num_epochs:
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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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---
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language:
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- de
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license: apache-2.0
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base_model: openai/whisper-small
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tags:
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This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Hanhpt23/GermanMed-full dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6502
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- Wer: 22.8325
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- Cer: 15.2331
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## Model description
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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: 100
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- num_epochs: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
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|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
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| 0.4898 | 1.0 | 194 | 0.4951 | 31.3586 | 21.1891 |
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| 0.2315 | 2.0 | 388 | 0.4999 | 33.0968 | 22.6097 |
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| 0.1009 | 3.0 | 582 | 0.5097 | 29.4456 | 19.8430 |
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| 0.0558 | 4.0 | 776 | 0.5487 | 27.8412 | 19.0253 |
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| 0.0379 | 5.0 | 970 | 0.5783 | 28.7566 | 19.9297 |
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| 0.0232 | 6.0 | 1164 | 0.5849 | 24.9203 | 16.3505 |
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| 0.0136 | 7.0 | 1358 | 0.5879 | 27.7486 | 19.3562 |
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| 0.0143 | 8.0 | 1552 | 0.6237 | 25.2700 | 17.6567 |
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| 0.0036 | 9.0 | 1746 | 0.6323 | 26.4939 | 18.1002 |
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| 0.0035 | 10.0 | 1940 | 0.6338 | 26.5762 | 18.5022 |
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| 0.0045 | 11.0 | 2134 | 0.6337 | 23.3364 | 15.9694 |
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| 0.0041 | 12.0 | 2328 | 0.6363 | 23.6655 | 16.0144 |
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| 0.0004 | 13.0 | 2522 | 0.6397 | 22.1125 | 14.6475 |
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| 0.0002 | 14.0 | 2716 | 0.6415 | 22.7502 | 15.1846 |
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| 0.0002 | 15.0 | 2910 | 0.6443 | 22.7193 | 15.1742 |
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| 0.0002 | 16.0 | 3104 | 0.6461 | 22.7296 | 15.1915 |
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| 0.0001 | 17.0 | 3298 | 0.6477 | 22.6885 | 15.1777 |
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| 0.0002 | 18.0 | 3492 | 0.6490 | 22.6782 | 15.1586 |
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| 0.0001 | 19.0 | 3686 | 0.6499 | 22.7296 | 15.1673 |
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| 0.0001 | 20.0 | 3880 | 0.6502 | 22.8325 | 15.2331 |
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### Framework versions
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model.safetensors
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size 966995080
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