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--- |
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library_name: transformers |
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tags: [] |
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--- |
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# Model Card for Model ID |
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<!-- Provide a quick summary of what the model is/does. --> |
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Trained with commonVoice 16.1 Taigi (nan-tw), about 4 ish validated hours <br> |
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Raw train logs in screenlog.0 <br> |
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CER before fine tuning: 100.45 (practically gibberish) <br> |
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CER 75.41 :( (understandable, it is trained only on 4 hours for a very niche language)<br> |
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<b>DEMO<b>: https://79ed50f9b823872678.gradio.live |
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## Model Details |
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### Model Description |
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<!-- Provide a longer summary of what this model is. --> |
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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. |
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- **Model type:** peft lora whisper-base |
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- **Language(s) (NLP):** Taigi (nan-tw) |
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- **Finetuned from model [optional]:** openai/whisper-base |
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### Training results |
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| Training Loss | Epoch | Validation Loss | |
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|:-------------:|:-----:|:---------------:| |
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| 2.0245 | 1.0 | 2.0332 | |
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| 1.7279 | 2.0 | 1.8450 | |
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| 1.6811 | 3.0 | 1.7509 | |
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| 1.6153 | 4.0 | 1.6890 | |
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| 1.5804 | 5.0 | 1.6443 | |
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| 1.5382 | 6.0 | 1.6113 | |
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| 1.5547 | 7.0 | 1.5843 | |
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| 1.5229 | 8.0 | 1.5626 | |
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| 1.4683 | 9.0 | 1.5455 | |
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| 1.4458 | 10.0 | 1.5330 | |
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| 1.4628 | 11.0 | 1.5210 | |
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| 1.4278 | 12.0 | 1.5136 | |
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| 1.4231 | 13.0 | 1.5046 | |
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| 1.3957 | 14.0 | 1.4997 | |
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| 1.4187 | 15.0 | 1.4950 | |
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| 1.4219 | 16.0 | 1.4936 | |
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| 1.5940 | 17.0 | 1.49281 | |
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