Dataset · Hugging Face

csoai/cross-hardware-reproducibility

Name: cross-hardware-reproducibility
Creator: csoai
License: cc-by-4.0
Keywords: task_categories:text-generation, task_categories:text-classification, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:json, modality:tabular, modality:text, library:datasets, library:pandas, library:polars, library:mlcroissant, region:us, evaluation, reproducibility

Cross-hardware reproducibility of LLM evaluation results (item level) Start here — free verify: https://councilof.ai/gspc-verify/ (or the free MCP tool verify_card at https://councilof.ai/mcp) · Full catalog: https://councilof.ai/catalog.json · Methodology: https://councilof.ai/methodology/ · Measurement, not certification. Same model, same prompts, same decode settings, different machine: does each item get the same answer? This dataset holds the item-level evidence behind… See the full description on the dataset page: https://huggingface.co/datasets/csoai/cross-hardware-reproducibility.

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Author / organization	csoai
License (as declared)	cc-by-4.0
Downloads	1.1K (as reported by Hugging Face)
Likes	1
Created	27 September 2026
Last updated at source	14 October 2026

evaluationreproducibilitynondeterminismllmgpuinferenceollamameasurement

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