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README.md
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- Cantonese
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- 廣東話
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- 粤语
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- Cantonese
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- 廣東話
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- 粤语
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# Qwen-7B-Chat-Cantonese
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## Intro
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Qwen-7B-Chat-Cantonese is a fine-tuned version based on Qwen-7B-Chat, trained on a substantial amount of Cantonese language data.
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Qwen-7B-Chat-Cantonese係基於Qwen-7B-Chat嘅微調版本,基於大量粵語數據進行訓練。
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## Training Parameters
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| Parameter | Description | Value |
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|-----------------|----------------------------------------|--------|
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| Learning Rate | AdamW optimizer learning rate | 7e-5 |
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| Weight Decay | Regularization strength | 0.8 |
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| Gamma | Learning rate decay factor | 1.0 |
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| Batch Size | Number of samples per batch | 1000 |
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| Precision | Floating point precision | fp16 |
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| Learning Policy | Learning rate adjustment policy | cosine |
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| Warmup Steps | Initial steps without learning rate adjustment | 0 |
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| Total Steps | Total training steps | 1024 |
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| GPUs | Number of GPUs used | 2 |
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| Gradient Accumulation Steps | Number of steps to accumulate gradients before updating | 8 |
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![loss](https://cdn.statically.io/gh/stvlynn/cloudimg@master/blog/2310/image.q9v1ak08ljk.webp)
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## Demo
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![深水埗有哪些美食](https://cdn.statically.io/gh/stvlynn/cloudimg@master/blog/2310/截屏2024-05-04-11.59.27.2bea6k113e68.webp)
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![鲁迅为什么打周树人](https://cdn.statically.io/gh/stvlynn/cloudimg@master/blog/2310/截屏2024-05-04-11.56.46.72tt5czl2gw0.webp)
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![树上几只鸟](https://cdn.statically.io/gh/stvlynn/cloudimg@master/blog/2310/截屏2024-05-04-12.00.38.267hvmc3z3c0.webp)
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##Special Note
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This is my first fine-tuning LLM project. Pls forgive me if there's anything wrong.
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If you have any questions or suggestions, feel free to contact me.
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[Twitter @stv_lynn](https://x.com/stv_lynn)
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[Telegram @stvlynn](https://t.me/stvlynn)
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[email i@stv.pm](mailto://i@stv.pm)
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