Dataset · Hugging Face

ighina/Faithform-LLMs

Name: Faithform-LLMs
Creator: ighina
License: mit
Keywords: task_categories:text-generation, source_datasets:ighina/FaithformBench, language:en, license:mit, size_categories:100K<n<1M, format:parquet, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, arxiv:2608.10916, region:us, autoformalization, lean4

Faithform-LLMs Benchmark D of FaithformBench: Benchmarking Faithfulness of Mathematical Chain-of-Thought Autoformalisation (Cornish, Ghinassi, et al., 2026). Faithform-LLMs follows the same design as Faithform-AF, but the formalisers are four general-purpose frontier LLMs: GPT-5.2, Gemini 3.1 Pro, Claude Opus 4.7 and Qwen Plus. They are applied to every verifiable step of FaithformBench, in both its original and its LLM-perturbed (BrokenMath-style) form. Each model is prompted… See the full description on the dataset page: https://huggingface.co/datasets/ighina/Faithform-LLMs.

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Author / organization	ighina
License (as declared)	mit
Downloads	130 (as reported by Hugging Face)
Likes	1
Created	25 September 2026
Last updated at source	25 September 2026

autoformalizationlean4mathematicschain-of-thoughtfaithfulnesstheorem-proving

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