Dataset · Hugging Face

stanfordnlp/SHP

Name: SHP
Creator: stanfordnlp
Keywords: task_categories:text-generation, task_categories:question-answering, language:en, size_categories:100K<n<1M, format:json, modality:tabular, modality:text, library:datasets, library:dask, library:mlcroissant, arxiv:2112.00861, arxiv:2001.08435, region:us, human feedback, rlhf

🚢 Stanford Human Preferences Dataset (SHP) If you mention this dataset in a paper, please cite the paper: Understanding Dataset Difficulty with V-Usable Information (ICML 2022). Summary SHP is a dataset of 385K collective human preferences over responses to questions/instructions in 18 different subject areas, from cooking to legal advice. The preferences are meant to reflect the helpfulness of one response over another, and are intended to be used for training… See the full description on the dataset page: https://huggingface.co/datasets/stanfordnlp/SHP.

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Author / organization	stanfordnlp
Downloads	8.6K (as reported by Hugging Face)
Likes	330
Created	18 February 2023
Last updated at source	10 October 2023

human feedbackrlhfpreferencesredditpreference modelRLNLGevaluation

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Connected in the knowledge graph

stanfordnlp/SteamSHP-flan-t5-largeModel · used to train
mradermacher/Nexura-Gemma2B-GGUFModel · used to train
mradermacher/archangel_sft-kto_llama30b-i1-GGUFModel · used to train
mradermacher/Nexura-Gemma2B-i1-GGUFModel · used to train
stanfordnlp/SteamSHP-flan-t5-xlModel · used to train
ContextualAI/archangel_sft-dpo_pythia2-8bModel · used to train
mradermacher/archangel_sft-kto_llama30b-GGUFModel · used to train
rinna/japanese-gpt-neox-3.6b-instruction-sft-v2Model · used to train

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17 Oct 2026 Description: 🚢 Stanford Human Preferences Dataset (SHP) If you mention this dataset in a paper, please cite the paper: Understanding Dataset Difficulty with V-Usable Information (ICML 2022). Summary SHP is a dataset of 385K collective human preferences → 🚢 Stanford Human Preferences Dataset (SHP) If you mention this dataset in a paper, please cite the paper: Understanding Dataset Difficulty with V-Usable Information (ICML 2022). Summary SHP is a dataset of 385K collective human preferences

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