atfortes/Awesome-LLM-Reasoning resource

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3675 stars · 211 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A curated awesome-list of papers and resources on unlocking reasoning abilities in large language models and multimodal LLMs, from Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1. It organizes surveys, analyses, and techniques for LLM, multimodal, and small-model reasoning.

Use cases

• find papers on chain-of-thought prompting
• research how DeepSeek-R1 and o1 do reasoning
• survey multimodal reasoning in LLMs
• keep up with LLM reasoning research
• find resources on scaling small models to reason
• prepare a literature review on LLM reasoning techniques

When to choose

• you need a curated, categorized reading list on LLM/MLLM reasoning
• you are a researcher or student surveying reasoning techniques like CoT
• you want to track the latest papers from CoT to o1 and DeepSeek-R1

When to avoid

• you need runnable code or a library rather than paper references
• you want a benchmark or dataset rather than a resource list
• you need non-reasoning LLM topics like fine-tuning or deployment

Facets

learning-resource · maturity active

prompt-engineering llm-inference nlp large-language-models artificial-intelligence tutorials awesome-lists cross-platform awesome-list chain-of-thought reasoning papers multimodal deepseek-r1 openai-o1

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For agents

markdown · JSON · MCP: product_card(name="atfortes/Awesome-LLM-Reasoning")