xlam-function-calling-60k Salesforce
APIGen Function-Calling Datasets Paper | Website | Models This repo contains 60,000 data collected by APIGen, an automated data generation pipeline designed to produce verifiable high-quality datasets for function-calling applications. Each data in our dataset is verified through three hierarchical stages: format checking, actual function executions, and semantic verification, ensuring its reliability and correctness. We conducted human evaluation over 600 sampled data points… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/xlam-function-calling-60k.
- 类型
- dataset
- 许可
- cc-by-4.0
- 语言
- en
- 下载量
- 19,431
- 点赞
- 676
- 访问
- gated
- 文件
- 0
标签
- 函数调用
- 工具使用
- 指令微调
- 合成数据
- 大语言模型
- 文本数据集
- 评测基准
摘要
该数据集由APIGen自动化数据生成管道收集，包含60,000条函数调用训练数据。每条数据经过格式检查、实际函数执行、语义验证三个层级严格校验，确保可靠性和正确性。适用于函数调用/工具使用场景的大语言模型训练与微调。