Latest Advances on System-2 Reasoning

This is a replicate of DeepSeek-R1-Zero and DeepSeek-R1 training on small models with limited data

Production-tested AI infrastructure tools for efficient AGI development and community-driven innovation

Clean, minimal, accessible reproduction of DeepSeek R1-Zero

Democratizing Reinforcement Learning for LLMs

Fully open reproduction of DeepSeek-R1

Official Repo for Open-Reasoner-Zero

verl: Volcano Engine Reinforcement Learning for LLMs

Official PyTorch implementation for "Large Language Diffusion Models"

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

Scalable RL solution for advanced reasoning of language models

The rule-based evaluation subset and code implementation of Omni-MATH

An Open Large Reasoning Model for Real-World Solutions

Repo for paper: Examining LLMs' Uncertainty Expression Towards Questions Outside Parametric Knowledge

Let your Claude able to think

The official repository of the Omni-MATH benchmark.

Official PyTorch implementation for ICLR2024 paper "The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing"

Large Reasoning Models

Official PyTorch implementation for ICLR2025 paper "Scaling up Masked Diffusion Models on Text"

MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering

O1 Replication Journey

MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

A library for advanced large language model reasoning

This is the repository that contains the source code for the Self-Evaluation Guided MCTS for online DPO.

[NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models