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Arioron/vex-python-DPO-Beta-1

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Hugging Face2025-11-13 更新2025-11-15 收录
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https://hf-mirror.com/datasets/Arioron/vex-python-DPO-Beta-1
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资源简介:
这是一个专为Direct Preference Optimization (DPO) 微调设计的Python代码生成和推理任务数据集。每个样本包含三个字段:prompt(与Python代码相关的指令或问题)、chosen(偏好的高质量解决方案)和rejected(低质量或不优的解决方案)。适用于微调大型语言模型进行Python编程任务,进行基于偏好的强化学习实验,以及训练模型理解和评估代码质量。

This dataset is designed for Direct Preference Optimization (DPO) fine-tuning, specifically targeting Python code generation and reasoning tasks. Each sample includes three fields: prompt (instruction or question related to Python code), chosen (preferred high-quality solution), and rejected (lower-quality or less optimal solution). It is suitable for fine-tuning large language models for Python programming tasks, conducting preference-based reinforcement learning experiments, and training models to understand and evaluate code quality.
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Arioron
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