Latest Advances on System-2 Reasoning

🚀🚀🚀A collection of some wesome 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

Collect every awesome work about r1!

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

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

Latest Advances on Long Chain-of-Thought Reasoning

Model Context Protocol server for DeepSeek's advanced language models

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

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"

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

A comprehensive collection of process reward models.

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

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

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

Notebooks to demo the use of Azure AI Python SDK / LangChain with DeepSeek R1 reasoning model in Azure AI Foundry.

使用langchain进行任务规划，构建子任务的会话场景资源，通过MCTS任务执行器，来让每个子任务通过在上下文中资源，通过自身反思探索来获取自身对问题的最优答案；这种方式依赖模型的对齐偏好，我们在每种偏好上设计了一个工程框架，来完成自我对不同答案的奖励进行采样策略

Auto-generate fallback and meter display from existing group info in d&b audiotechnik's R1 and ArrayCalc software.

Recreating the minimal training methods of DeepSeek-R1 for small langauge models.