A curated list of awesome open-source and open-weight language models or methods focused on reasoning capabilities.
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.
| Model / Method | Code Repository | Hugging Face | Blog / Announcement | Paper |
|---|---|---|---|---|
| Entropix: Entropy Based Sampling and Parallel CoT Decoding | GitHub | |||
| Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions | GitHub | Model | Paper | |
| OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models | GitHub | Collection | Paper | |
| PRIME: Process Reinforcement Through Implicit Rewards | GitHub | Collection | Blog | |
| QVQ-72B-Preview | Model | Blog | ||
| QwQ-32B-Preview | Model | Blog | ||
| Scaling Test-Time Compute with Open Models | GitHub | Discussion | Blog | |
| SmallThinker-3B-Preview | Model | |||
| Steiner | Collection | Blog | ||
| UwU | Model |
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This project is licensed under the MIT License - see the LICENSE file for details.