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Baichuan2-7B-chat-mathreasoning_enhanced
Ciel127/Baichuan2-7B-chat-mathreasoning_enhanced
Baichuan2-7B-chat-mathreasoning_enhanced is a machine learning model from Ciel127. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This meticulously crafted LoRA significantly enhances BaiChuan's mathematical reasoning capabilities.
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Public
Updated Jun 4, 2024
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537 MB
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At a glance
- License
- mit
- Access
- Public
- Created
- May 30, 2024
- Updated
- Jun 4, 2024
- SHA
- f7e8e86f
Model card
From the Hugging Face model README
We are proud to present our customized LoRA model tailored specifically for the Baichuan2-7B-Chat LLM.
This meticulously crafted LoRA significantly enhances BaiChuan's mathematical reasoning capabilities.
Through rigorous testing, we have observed a remarkable improvement in accuracy on the GSM8K dataset – a leap from 6.55% to 19.18% (Zero-Shot).
Remarkably, this boost in mathematical prowess does not come at the expense of other functionalities: proficiency in Chinese language processing, translation abilities, general English comprehension, and knowledge of open-world subjects remain consistently high.
Integration is effortless, requiring only a simple LoRA-Merge process to unlock these enhanced capabilities.
Completed with Unakar,so you can also find it at https://huggingface.co/unakar/Baichuan2-7B-Chat_Math_Reasoning_Enhanced.
- License
- mit
- Created
- May 30, 2024
- Updated
- Jun 4, 2024