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awesome-instruction-dataset

A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
https://github.com/yaodongC/awesome-instruction-dataset

Last synced: 5 days ago
JSON representation

Programming Languages
Python 5 Jupyter Notebook 2 HTML 1 C++ 1
Categories
Uncategorized 24 [(Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|MT|MIX](https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM) 4 [(Anthropic/hh-rlhf)|22k|EN|MT|MIX](https://huggingface.co/datasets/Anthropic/hh-rlhf) 3 [(zjunlp/Mol-Instructions)|2043K|ML|MT|MIX](https://huggingface.co/datasets/zjunlp/Mol-Instructions) 3 [(Vision-CAIR/MiniGPT-4)|5K|EN|MT|MIX](https://minigpt-4.github.io/) 3 [(HuggingFaceH4/stack-exchange-preferences)|10741k|EN|TS|HG](https://huggingface.co/datasets/HuggingFaceH4/stack-exchange-preferences) 3 [(Reddit/eli5)|500k|EN|MT|HG](https://huggingface.co/datasets/eli5) 2 [(thu-coai/Safety-Prompts)|100k|CN|MT|MIX](https://github.com/thu-coai/Safety-Prompts) 2 [({sunrainyg}/{InstructCV)|EN|MT|MIX}]{https://github.com/AlaaLab/InstructCV} 2 [(databrickslabs/dolly)|15K|EN|MT|HG](https://github.com/databrickslabs/dolly/tree/master/data) 2 [(nomic-ai/gpt4all)|437k|EN|MT|COL](https://github.com/nomic-ai/gpt4all) 2 [(allenai/prosocial-dialog)|58K|EN|MT|MIX](https://huggingface.co/datasets/allenai/prosocial-dialog) 2 [(allenai/natural-instructions)|1.6K|ML|MT|HG](https://github.com/allenai/natural-instructions) 1 [(bigscience/xP3)|N/A|ML|MT|MIX](https://huggingface.co/datasets/bigscience/xP3) 1 [(OpenAssistant/oasst1)|161K|ML|MT|HG](https://huggingface.co/datasets/OpenAssistant/oasst1) 1 [(JosephusCheung/GuanacoDataset)|534K|ML|MT|SI](https://huggingface.co/datasets/JosephusCheung/GuanacoDataset) 1 [(Hello-SimpleAI/HC3-Chinese)|13K|CN|MT|MIX](https://huggingface.co/datasets/Hello-SimpleAI/HC3-Chinese) 1 [(tatsu-lab/Alpaca)|52K|EN|MT|SI](https://github.com/tatsu-lab/stanford_alpaca) 1 [(PhoebusSi/Alpaca-CoT)|500k|ML|MT|COL](https://huggingface.co/datasets/QingyiSi/Alpaca-CoT) 1 [(Instruction-Tuning-with-GPT-4/GPT-4-LLM)|52K|EN|CN|MT|SI](https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM) 1 [(google-research/FLAN)|N/A|EN|MT|MIX](https://github.com/google-research/FLAN/tree/main/flan/v2) 1 [(haotian-liu/LLaVA)|150K|EN|MT|MIX](https://huggingface.co/datasets/liuhaotian/LLaVA-Instruct-150K) 1 [(RyokoAI/ShareGPT52K)|90K|ML|MT|SI](https://huggingface.co/datasets/RyokoAI/ShareGPT52K) 1 [(orhonovich/unnatural-instructions)|240K|EN|MT|MIX](https://github.com/orhonovich/unnatural-instructions) 1
Sub Categories
Uncategorized 24
Keywords
chatgpt 5 llm 2 llama 2 instruction-tuning 2 alpaca 2 deep-learning 2 chinese-language 1 attack-defense 1 gpt-4 1 large-language-models 1 chatbot 1 llm-inference 1 open-source 1 awesome-lists 1 awesome-list 1 awesome 1 alternative 1 instruction 1 prompt 1 prompt-engineering 1 safety 1 chatglm 1 cot 1 lora 1 moss 1 p-tuning 1 parameter-efficient 1 pytorch 1 tabul 1 tabular-data 1 tabular-model 1 instruction-following 1 language-model 1