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xinlai/Math-Step-DPO-10K

Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs 🖥️Code | 🤗Data | 📄Paper This repo contains the Math-Step-DPO-10K dataset for our paper Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs, Step-DPO is a simple, effective, and data-efficient method for boosting the mathematical reasoning ability of LLMs. Notably, Step-DPO, when applied to Qwen2-72B-Instruct, achieves scores of 70.8% and 94.0% on the test sets of MATH and… See the full description on the dataset page: https://huggingface.co/datasets/xinlai/Math-Step-DPO-10K.

Author / organizationxinlai
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Created25 June 2024
Last updated at source4 July 2024
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  • 17 Oct 2026 Description: Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs 🖥️Code | 🤗Data | 📄Paper This repo contains the Math-Step-DPO-10K dataset for our paper Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of L → Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs 🖥️Code | 🤗Data | 📄Paper This repo contains the Math-Step-DPO-10K dataset for our paper Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of L

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