Dataset · Hugging Face

stanfordnlp/SHP-2

Name: SHP-2
Creator: stanfordnlp
Keywords: task_categories:text-generation, task_categories:question-answering, language:en, size_categories:1M<n<10M, format:json, modality:tabular, modality:text, library:datasets, library:dask, library:mlcroissant, arxiv:2112.00861, region:us, human feedback, rlhf, preferences

🚢 Stanford Human Preferences Dataset v2 (SHP-2) Summary SHP-2 is a dataset of 4.8M collective human preferences over responses to questions/instructions in 129 different subject areas, from cooking to legal advice. It is an extended version of the original 385K SHP dataset. The preferences are meant to reflect the helpfulness of one response over another, and are intended to be used for training RLHF reward models and NLG evaluation models (e.g., SteamSHP). Each… See the full description on the dataset page: https://huggingface.co/datasets/stanfordnlp/SHP-2.

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Author / organization	stanfordnlp
Downloads	1.2K (as reported by Hugging Face)
Likes	19
Created	23 May 2023
Last updated at source	11 January 2024

human feedbackrlhfpreferencesredditpreference modelRLNLGevaluation

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17 Oct 2026 Description: 🚢 Stanford Human Preferences Dataset v2 (SHP-2) Summary SHP-2 is a dataset of 4.8M collective human preferences over responses to questions/instructions in 129 different subject areas, from cooking to legal advice. It is an extended versio → 🚢 Stanford Human Preferences Dataset v2 (SHP-2) Summary SHP-2 is a dataset of 4.8M collective human preferences over responses to questions/instructions in 129 different subject areas, from cooking to legal advice. It is an extended versio

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