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awesome-instruction-dataset

by yaodongC

awesome listpushed almost 3 years ago

A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)

AI summary

Instruction datasets

A collection of datasets to train instruction-following language models

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What's in the list

89 links in 37 sections, with live GitHub stats.activeno commit in 2y

awesome-text/visual-instruction-tuning-dataset

Table of Contents / The Multi-modal Instruction Dataset

Table of Contents / The Instruction tuning Dataset

Table of Contents / Reinforcement Learning from Human Feedback (RLHF) Datasets

The Multi-modal Instruction Datasets / (Vision-CAIR/MiniGPT-4)|5K|EN|MT|MIX

The Multi-modal Instruction Datasets / (Vision-CAIR/MiniGPT-4)|5K|EN|MT|MIX / Related:

The Multi-modal Instruction Datasets / (haotian-liu/LLaVA)|150K|EN|MT|MIX

The Multi-modal Instruction Datasets / [({sunrainyg}/{InstructCV)|EN|MT|MIX}]{https://github.com/AlaaLab/InstructCV}

(tatsu-lab/Alpaca)|52K|EN|MT|SI

(gururise/Cleaned Alpaca)|52K|EN|MT|SI

(JosephusCheung/GuanacoDataset)|534K|ML|MT|SI

(Hello-SimpleAI/HC3)|24K|EN|MT|MIX

(Hello-SimpleAI/HC3-Chinese)|13K|CN|MT|MIX

(allenai/prosocial-dialog)|58K|EN|MT|MIX

(allenai/natural-instructions)|1.6K|ML|MT|HG

(bigscience/xP3)|N/A|ML|MT|MIX

(PhoebusSi/Alpaca-CoT)|500k|ML|MT|COL

  • Github Repo

    Summary: A datset for Chain-of-Thoughts reasoning based on LLaMA and Alpaca. Note: Their repository will continuously collect and combine various instruction tuning datasets

    2.6Kalmost 3 years
  • Apache License 2.0

    License:

(nomic-ai/gpt4all)|437k|EN|MT|COL

(teknium1/GPTeacher)|20k+|EN|MT|SI

(google-research/FLAN)|N/A|EN|MT|MIX

(thunlp/UltraChat)|280k|EN|TS|MIX

(cascip/ChatAlpaca)|10k|EN|MT|MIX

(orhonovich/unnatural-instructions)|240K|EN|MT|MIX

(Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|CN|MT|SI

(Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|CN|MT|SI / Related:

(databrickslabs/dolly)|15K|EN|MT|HG

(OpenAssistant/oasst1)|161K|ML|MT|HG

(RyokoAI/ShareGPT52K)|90K|ML|MT|SI

(zjunlp/Mol-Instructions)|2043K|ML|MT|MIX

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (Anthropic/hh-rlhf)|22k|EN|MT|MIX

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (Anthropic/hh-rlhf)|22k|EN|MT|MIX / Related:

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (thu-coai/Safety-Prompts)|100k|CN|MT|MIX

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (HuggingFaceH4/stack-exchange-preferences)|10741k|EN|TS|HG

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (HuggingFaceH4/stack-exchange-preferences)|10741k|EN|TS|HG / Related:

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|MT|MIX

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|MT|MIX / Related:

Reinforcement Learning from Human Feedback (RLHF) | Red-Teaming Datasets / (Reddit/eli5)|500k|EN|MT|HG

  • r/explainlikeimfive

    summary: This dataset contains questions and answers from the subreddits , and

  • eli5 dataset

    Related: a transformation of the dataset in a format similar to

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