{"id":24020671,"url":"https://github.com/zyuanlim/awesome-open-reasoning","last_synced_at":"2025-09-14T20:31:51.072Z","repository":{"id":271241178,"uuid":"912097425","full_name":"zyuanlim/Awesome-Open-Reasoning","owner":"zyuanlim","description":"A curated list of awesome open-source and open-weight language models or methods focused on reasoning capabilities.","archived":false,"fork":false,"pushed_at":"2025-01-06T13:12:43.000Z","size":3,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-06T14:25:55.830Z","etag":null,"topics":["artificial-intelligence","awesome","awesome-list","chain-of-thought","cot","inference-time-compute","language-models","large-reasoning-models","llm","machine-learning","nlp","reasoning","reasoning-language-models","test-time-compute","transformers"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zyuanlim.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-01-04T15:44:44.000Z","updated_at":"2025-01-06T13:13:51.000Z","dependencies_parsed_at":"2025-01-06T14:25:59.125Z","dependency_job_id":"eed0a2ac-c619-48e5-9665-455781e7d630","html_url":"https://github.com/zyuanlim/Awesome-Open-Reasoning","commit_stats":null,"previous_names":["zyuanlim/awesome-open-reasoning"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zyuanlim%2FAwesome-Open-Reasoning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zyuanlim%2FAwesome-Open-Reasoning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zyuanlim%2FAwesome-Open-Reasoning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zyuanlim%2FAwesome-Open-Reasoning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zyuanlim","download_url":"https://codeload.github.com/zyuanlim/Awesome-Open-Reasoning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":233027085,"owners_count":18613598,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["artificial-intelligence","awesome","awesome-list","chain-of-thought","cot","inference-time-compute","language-models","large-reasoning-models","llm","machine-learning","nlp","reasoning","reasoning-language-models","test-time-compute","transformers"],"created_at":"2025-01-08T12:18:22.767Z","updated_at":"2025-01-08T12:18:23.441Z","avatar_url":"https://github.com/zyuanlim.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Awesome Open Reasoning LLMs[![Awesome](https://awesome.re/badge.svg)](https://awesome.re)\n\nA curated list of awesome open-source and open-weight language models or methods focused on reasoning capabilities.\n\n\u003e Open-weight models are models that have been released with their weights and can be used for inference. Open-source models are models that have been released with their weights and the source code and/or data used to train them.\n\n## Contents\n\n- [Awesome Open Reasoning LLMs](#awesome-open-reasoning-llms)\n  - [Contents](#contents)\n  - [LLMs](#llms)\n  - [Contributing](#contributing)\n  - [License](#license)\n\n## LLMs\n\n| Model / Method                                                                    | Code Repository                                           | Hugging Face                                                                                             | Blog / Announcement                                                                                                         | Paper                                     |\n| --------------------------------------------------------------------------------- | --------------------------------------------------------- | -------------------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------- | ----------------------------------------- |\n| Entropix: Entropy Based Sampling and Parallel CoT Decoding                        | [GitHub](https://github.com/xjdr-alt/entropix)            |                                                                                                          |                                                                                                                             |                                           |\n| Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions                  | [GitHub](https://github.com/AIDC-AI/Marco-o1)             | [Model](https://huggingface.co/AIDC-AI/Marco-o1)                                                         |                                                                                                                             | [Paper](https://arxiv.org/abs/2411.14405) |\n| OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models | [GitHub](https://github.com/openreasoner/openr)           | [Collection](https://huggingface.co/openreasoner)                                                        |                                                                                                                             | [Paper](https://arxiv.org/abs/2410.09671) |\n| PRIME: Process Reinforcement Through Implicit Rewards                             | [GitHub](https://github.com/PRIME-RL/PRIME)               | [Collection](https://huggingface.co/PRIME-RL)                                                            | [Blog](https://curvy-check-498.notion.site/Process-Reinforcement-through-Implicit-Rewards-15f4fcb9c42180f1b498cc9b2eaf896f) |                                           |\n| QVQ-72B-Preview                                                                   |                                                           | [Model](https://huggingface.co/Qwen/QVQ-72B-Preview)                                                     | [Blog](https://qwenlm.github.io/blog/qvq-72b-preview/)                                                                      |                                           |\n| QwQ-32B-Preview                                                                   |                                                           | [Model](https://huggingface.co/Qwen/QwQ-32B-Preview)                                                     | [Blog](https://qwenlm.github.io/blog/qwq-32b-preview/)                                                                      |                                           |\n| Scaling Test-Time Compute with Open Models                                        | [GitHub](https://github.com/huggingface/search-and-learn) | [Discussion](https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute/discussions) | [Blog](https://huggingface.co/spaces/HuggingFaceH4/blogpost-scaling-test-time-compute)                                      |                                           |\n| SmallThinker-3B-Preview                                                           |                                                           | [Model](https://huggingface.co/PowerInfer/SmallThinker-3B-Preview)                                       | [Reddit](https://www.reddit.com/r/LocalLLaMA/comments/1hpop3y/introducing_smallthinker3bpreview_an_o1like/)                 |                                           |\n| Steiner                                                                           |                                                           | [Collection](https://huggingface.co/collections/peakji/steiner-preview-6712c6987110ce932a44e9a6)         | [Blog](https://medium.com/@peakji/a-small-step-towards-reproducing-openai-o1-b9a756a00855)                                  |                                           |\n| UwU                                                                               |                                                           | [Model](https://huggingface.co/qingy2024/UwU-7B-Instruct)                                                | [Reddit](https://www.reddit.com/r/LocalLLaMA/comments/1hudfsf/uwu_7b_instruct/)                                             |                                           |\n\n## Contributing\n\nPlease read [CONTRIBUTING.md](CONTRIBUTING.md) for details on submitting pull requests.\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzyuanlim%2Fawesome-open-reasoning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzyuanlim%2Fawesome-open-reasoning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzyuanlim%2Fawesome-open-reasoning/lists"}