Function Calling & Tool UseSynthetic DataCommercial OK

xlam-function-calling-60k

by Salesforce

Silver54
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10K<n<100K

Description

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, and… See the full description on the dataset page: https://huggingface.co/datasets/Salesforce/xlam-function-calling-60k.

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task_categories:question-answeringtask_categories:text-generationtask_categories:reinforcement-learninglanguage:enlicense:cc-by-4.0size_categories:10K<n<100Kformat:jsonmodality:textlibrary:datasetslibrary:pandaslibrary:mlcroissantlibrary:polarsarxiv:2406.18518region:usfunction-callingLLM Agentcodesynthetic