neko-llm/HLE_SFT_GPQA_Diamond

HLE SFT GPQA Diamond Dataset是基于GPQA Diamond Dataset的数据集，专门为物理、化学、生物学等科学领域的高级问题提供了包含Chain of Thought (CoT) 推理过程的完整答案。这个数据集包含了198个问题，每个问题都包含问题本身、包含推理过程的输出和最终答案。The HLE SFT GPQA Diamond Dataset is based on the GPQA Diamond Dataset and is specifically designed for advanced questions in scientific fields such as physics, chemistry, and biology, providing complete answers that include the Chain of Thought (CoT) inference process. This dataset contains 198 questions, each with the question itself, output including the inference process, and the final answer.

搜集汇总

背景与挑战

背景概述

该数据集是基于GPQA Diamond数据集生成的监督微调数据集，专门针对物理、化学、生物等专业科学领域的高难度问题，通过DeepSeek-R1模型添加了链式思考推理过程，输出格式为'<think>推论过程</think>最终回答'。数据集包含61条有效数据，提供三种文件格式，适用于大语言模型的推理能力训练。