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End of training

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  1. README.md +27 -8
  2. model.safetensors +1 -1
README.md CHANGED
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  ---
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  language:
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- - fr
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  license: apache-2.0
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  base_model: openai/whisper-small
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  tags:
@@ -19,8 +19,9 @@ should probably proofread and complete it, then remove this comment. -->
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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: 0.4177
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- - Wer: 31.6775
 
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  ## Model description
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@@ -46,14 +47,32 @@ The following hyperparameters were used during training:
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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: 2
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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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- | 0.4761 | 1.0 | 194 | 0.4700 | 28.6331 |
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- | 0.1555 | 2.0 | 388 | 0.4177 | 31.6775 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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