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End of training
Browse files
README.md
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metrics:
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- name: Wer
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type: wer
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value: 5.
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Physician Dictation GPT 4 Turbo 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: 5.
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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: 500
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- training_steps:
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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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| 0.
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| 0.
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### Framework versions
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metrics:
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- name: Wer
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type: wer
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value: 5.7180074563176575
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [openai/whisper-medium](https://huggingface.co/openai/whisper-medium) on the Physician Dictation GPT 4 Turbo dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1587
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- Wer: 5.7180
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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: 500
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- training_steps: 8500
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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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| 0.0314 | 3.9683 | 500 | 0.1036 | 4.6175 |
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| 0.0088 | 7.9365 | 1000 | 0.1090 | 5.0712 |
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| 0.0009 | 11.9048 | 1500 | 0.1229 | 5.1880 |
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| 0.0013 | 15.8730 | 2000 | 0.1329 | 6.2211 |
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| 0.0031 | 19.8413 | 2500 | 0.1360 | 5.3227 |
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| 0.0004 | 23.8095 | 3000 | 0.1288 | 4.9589 |
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| 0.0008 | 27.7778 | 3500 | 0.1381 | 4.9724 |
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| 0.0001 | 31.7460 | 4000 | 0.1391 | 5.0667 |
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| 0.0001 | 35.7143 | 4500 | 0.1435 | 5.4710 |
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| 0.0001 | 39.6825 | 5000 | 0.1445 | 5.6821 |
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| 0.0002 | 43.6508 | 5500 | 0.1490 | 5.2194 |
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| 0.0 | 47.6190 | 6000 | 0.1510 | 5.8168 |
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| 0.0 | 51.5873 | 6500 | 0.1540 | 5.7899 |
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| 0.0 | 55.5556 | 7000 | 0.1559 | 5.8483 |
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| 0.0 | 59.5238 | 7500 | 0.1573 | 5.7135 |
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| 0.0 | 63.4921 | 8000 | 0.1583 | 5.7270 |
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| 0.0 | 67.4603 | 8500 | 0.1587 | 5.7180 |
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### Framework versions
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model.safetensors
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runs/May15_12-32-13_150-230-33-168/events.out.tfevents.1715776334.150-230-33-168.66339.0
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