{"repo":"Gen-Verse/ReasonFlux","free":true,"listed":false,"github":"https://github.com/Gen-Verse/ReasonFlux","clone":"git clone https://github.com/Gen-Verse/ReasonFlux.git","description":"[NeurIPS 2025 Spotlight] LLM post-training suite — featuring ReasonFlux, ReasonFlux-PRM, and ReasonFlux-Coder.","language":"Python","stars":543,"topics":["chain-of-thought","deepseek-r1","reinforcement-learning","llm-rlhf","sft-data","clawdbot-skill","code-generation","gemini-pro","o3-mini","post-training"],"license":null,"category":"machine-learning","readme_excerpt":"🧠 ReasonFlux Series Advanced Open-Source LLM Post-Training Suite Princeton University \\& PKU \\& UIUC \\& University of Chicago \\& ByteDance Seed 🎯 Mission : Building next-generation reasoning capabilities through innovative LLM post-training algorithms focusing on data selection , reinforcement learning , and inference scaling . Contents of Repository - Updates - Model Family Guide - ReasonFlux-PRM (NeurIPS 2025) - ReasonFlux-Coder (NeurIPS 2025 Spotlight) - ReasonFlux - Preliminary Work on Thought Template (NeurIPS 2024 Spotlight) - Performance Hightlights - Citation 🚀 What Makes ReasonFlux Series Special? 1. Trajectory-Aware Process Reward Models for Long-CoT Reasoning (ReasonFlux-PRM, NeurIPS 2025) Trajectory-aware reward models that provide dense supervision for both offline data selection and online policy optimization in long-CoT reasoning. 2. Co-Evolved RL for LLM Coder and Unit Tester (ReasonFlux-Coder, NeurIPS 2025 Spotlight) Innovative approach where coders and unit testers evolve together through reinforcement learning, creating more robust coding capabilities. 3. Long-CoT Reasoning with Thought Templates (ReasonFlux-Zero/F1) Revolutionary hierarchical reasoning framework that uses thought templates to guide complex problem-solving, achieving SOTA performance with higher efficiency. Preliminary Work on Thought Template Our ReasonFlux-Zero/F1 models are built upon insights from our preliminary work on thought templates—specifically, Buffer of Thoughts (NeurIPS 202","default_branch":null,"files":null,"tree":[],"storefront":"/r/Gen-Verse","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Gen-Verse/ReasonFlux/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}