yaodongC/awesome-instruction-dataset resource

Health v2 · maintenance only

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1154 stars · 55 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of open-source instruction tuning datasets for training text and multimodal instruction-following LLMs like ChatGPT, LLaMA, and Alpaca. It catalogs datasets with size, language, task, and generation-method tags, including visual instruction tuning and RLHF/red-teaming datasets.

Use cases

• find open datasets to fine-tune an instruction-following LLM
• locate RLHF and red-teaming datasets for chat model training
• compare instruction tuning datasets by size and language
• find multimodal image-instruction-answer datasets for vision-language models
• source training data for building an Alpaca or LLaMA-style model

When to choose

• you need a curated index of instruction tuning and RLHF datasets
• you are training or fine-tuning a chat LLM and want training data options
• you want both text and visual instruction datasets in one place

When to avoid

• you need the datasets themselves rather than links to them
• you want actively maintained, up-to-date dataset listings
• you need a tool or library for dataset processing rather than a catalog

Facets

dataset · maturity maintenance

machine-learning llm-training data-science large-language-models machine-learning artificial-intelligence awesome-lists cross-platform instruction-tuning rlhf llm-datasets awesome-list multimodal fine-tuning chat-models

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markdown · JSON · MCP: product_card(name="yaodongC/awesome-instruction-dataset")