遇见数据集

BAAI-2k

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arXiv2025-09-30 收录
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资源简介:

该数据集名为BAAI-2k,是从BAAI-Infinity-Instruct数据集中提取的2000个样本组成,专注于筛选出高回报样本,以确保数据的质量和类别的多样性。此外,该数据集还确保了各类别之间的均匀采样,并已用于调整包括Qwen 3和Llama 3系列在内的多种大型语言模型(LLMs)。同时,该数据集在多个下游基准测试中进行了评估。规模上,该数据集包含2000个样本,其任务是针对大型语言模型(LLMs)进行微调。

This dataset, named BAAI-2k, consists of 2000 samples extracted from the BAAI-Infinity-Instruct dataset. It is developed by screening high-reward samples to ensure both data quality and category diversity. Additionally, this dataset ensures uniform sampling across all categories, and has been utilized to fine-tune multiple large language models (LLMs) including the Qwen 3 and Llama 3 series. Meanwhile, this dataset has been evaluated on several downstream benchmark datasets. With a total of 2000 samples, this dataset is specifically designed for fine-tuning large language models (LLMs).

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