datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
xlam-function-calling-60k
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/lockon/xlam-function-calling-60k.xlam-function-calling-60k
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.sommelier-xlam-single-call-splits
sommelier xlam single-call splits
Deterministic, deduplicated, single-tool-call train/validation/test
splits derived from
Salesforce/xlam-function-calling-60k
(APIGen, CC-BY-4.0), produced by the
sommelier pipeline for
reproducible tool-calling fine-tuning. These are the exact splits used to
train and evaluate
abdelstark/llama-3.1-nemotron-nano-8b-xlam-tool-calling-lora.
Why single-call
The upstream dataset mixes single-call and multi-call examples (~52.6%… See the full description on the dataset page: https://huggingface.co/datasets/abdelstark/sommelier-xlam-single-call-splits.Vietnamese-Salesforce-xlam-function-calling-60k-gg-translatedXL-AlpacaEval
Dataset Card for XL-AlpacaEval
XL-AlpacaEval is a benchmark for evaluating the cross-lingual open-ended generation capabilities of Large Language Models (LLMs), introduced in the paper XL-Instruct: Synthetic Data for Cross-Lingual Open-Ended Generation. It is designed to evaluate a model's ability to respond in a target language that is different from the source language of the user's query.
For evaluating multilingual (i.e., non-English, but monolingual) generation, see the sister… See the full description on the dataset page: https://huggingface.co/datasets/viyer98/XL-AlpacaEval.Vietnamese-Salesforce-xlam-function-calling-60k-gg-translatedxlam-function-calling-60k-ita
ReDiX Function Calling ITA
This dataset is the italian translation of Salesforce/xlam-function-calling-60k
sommelier-xlam-single-call-splits-fr
sommelier-xlam-single-call-splits-fr
French paired variant of the single call tool calling rows selected by the Sommelier reference pipeline from Salesforce/xlam-function-calling-60k. Only the user query is translated. Tool schemas and gold answers are byte identical to the English source rows, so the two languages measure the same task with the same scoring.
How it was built
The Sommelier data translate tool (source) translated the exact 17,000 rows the reference… See the full description on the dataset page: https://huggingface.co/datasets/abdelstark/sommelier-xlam-single-call-splits-fr.sommelier-xlam-single-call-splits-he-hymt-sanitized
Sommelier xLAM single-call Hebrew paired rows (Hy-MT2, sanitized release)
This CC-BY-4.0 dataset is derived from
Salesforce/xlam-function-calling-60k.
Sommelier filters the source corpus to single-tool-call examples, deterministically
splits it, and machine-translates only each natural-language query into Hebrew.
The exact training snapshot kept tool schemas and gold answers byte-identical to
the English root. For public release, 15 GitHub-PAT-shaped substrings inherited
from… See the full description on the dataset page: https://huggingface.co/datasets/abdelstark/sommelier-xlam-single-call-splits-he-hymt-sanitized.