Latest Advances on System-2 Reasoning

Search-o1: Agentic Search-Enhanced Large Reasoning Models

🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applications.

Explore the Multimodal “Aha Moment” on 2B Model

R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization

Collect every awesome work about r1!

Latest Advances on Long Chain-of-Thought Reasoning

Official codebase for "Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling".

😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

Model Context Protocol server for DeepSeek's advanced language models

Doge Family of Small Language Model

Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"

Official implementation of GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents

Code for "UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning"

A comprehensive collection of process reward models.

🎉 [ACL 2025] The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".

Qwen3 Fine-tuning: Medical R1 Style Chat

Awesome Reasoning in MLLMs: Papers and Projects about learning to reason with MLLMs, including Chain-of-Thought (CoT), OpenAl o1, and DeepSeek-R1

Simple repository for training small reasoning models