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