Dataset · Hugging Face

waldiez/slm-callsite-eval

Name: slm-callsite-eval
Creator: waldiez
License: apache-2.0
Keywords: task_categories:text-generation, task_categories:text-classification, language:en, license:apache-2.0, size_categories:1K<n<10K, format:json, modality:tabular, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2610.09021, region:us, agents

SLM Call-Site Evaluation Benchmark The benchmark cases, scored model outputs and live end-to-end judgements for the paper Not Every Call Needs a Frontier Model: Per-Call-Site Evaluation of Small Language Models in a Deployed Agentic Home-Automation System Panagiotis Kasnesis, Christos Chatzigeorgiou, Lazaros Toumanidis, Amalia Contiero Syropoulou. 1st Workshop on SLMs for Agentic Systems (SLM-Agents), NeurIPS 2026, Paris. arXiv:2610.09021 · OpenReview · Code (GitHub) · Wactorz… See the full description on the dataset page: https://huggingface.co/datasets/waldiez/slm-callsite-eval.

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Author / organization	waldiez
License (as declared)	apache-2.0
Downloads	176 (as reported by Hugging Face)
Likes	2
Created	11 October 2026
Last updated at source	11 October 2026

agentssmall-language-modelsfunction-callingcode-generationhome-automationhome-assistantbenchmarkevaluationwactorz

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Not Every Call Needs a Frontier Model: Per-Call-Site Evaluation of Small Language Models in a Deployed Agentic Home-Automation SystemPaper · cites

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Not Every Call Needs a Frontier Model: Per-Call-Site Evaluation of Small Language Models in a Deployed Agentic Home-Automation SystemPaper

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