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license: cc-by-nc-4.0
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license: cc-by-nc-4.0
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license: cc-by-nc-4.0
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<p align="center">
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<img width="500px" alt="Project Baize" src="https://user-images.githubusercontent.com/22514219/229195563-0cddfa74-e52f-4413-b4b4-e4ba489c4b3d.png">
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</p>
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<hr>
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## What's Baize?
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Baize is an open-source chat model fine-tuned with [LoRA](https://github.com/microsoft/LoRA). It uses 100k dialogs generated by letting ChatGPT chat with itself. We also use Alpaca's data to improve its performance. This repo contains 13B model.
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## Why it's called Baize?
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Baize (白泽) is a mythical creature in Chinese folklore, who speaks human languages and knows everything. This is exactly what we expect from a chat model.
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## Training Parameters
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- Base Model: [LLaMA-13B](https://arxiv.org/pdf/2302.13971.pdf)
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- Training Epoch: 1
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- Batch Size: 64
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- Maximum Input Length: 512
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- Learning Rate: 1e-4
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- LoRA Rank: 8
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- Updated Modules: All Linears
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## Training Dataset
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- [Standford Alpaca](https://github.com/tatsu-lab/stanford_alpaca) (51,942)
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- [Quora Dialogs](https://github.com/project-baize/baize) (54,456):
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- [StackOverflow Dialogs](https://github.com/project-baize/baize) (57,046)
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More details can be found in the Baize [GitHub]((https://github.com/project-baize/baize))
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