# atfortes/Awesome-LLM-Reasoning

From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓

Repository: https://github.com/atfortes/Awesome-LLM-Reasoning
Canonical: https://ross.abutalabs.com/products/awesome-llm-reasoning
License: MIT
License Family: permissive
Topics: language-models, reasoning, prompt, in-context-learning, chatgpt, chain-of-thought, prompt-engineering, cot, awesome, gpt, mllm, multimodal, papers, gpt-4o, openai-o1, strawberry, deepseek, deepseek-r1
Last push: 2026-04-20T00:57:27+00:00

## Health v2 (maintenance only)
Score: 67/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 78, release rhythm 35, longevity 99
- inputs: {"age_days": 1397, "days_push": 136, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3675, forks 211 (observed 2026-08-28T04:08:13.614090+00:00)

## What it is
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
- artifact type: learning-resource
- maturity: active
- function: prompt-engineering, llm-inference, nlp
- domain: large-language-models, artificial-intelligence, tutorials, awesome-lists
- platform: cross-platform
- tags: awesome-list, chain-of-thought, reasoning, papers, multimodal, deepseek-r1, openai-o1

## Member repositories
- atfortes/Awesome-LLM-Reasoning (main) score 67

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:08:13.614090+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:31:17.039643+00:00, confidence not recorded.
  - readme: https://github.com/atfortes/Awesome-LLM-Reasoning (fetched 2026-08-28T04:08:13.614090+00:00, sha 65ae61145577)
- Data as of 2026-08-30T08:39:29.467469+00:00.