ChenxinAn-fdu / POLARISLinks
Scaling RL on advanced reasoning models
☆543Updated this week
Alternatives and similar repositories for POLARIS
Users that are interested in POLARIS are comparing it to the libraries listed below
Sorting:
- Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling☆417Updated 2 months ago
- ReasonFlux Series - A family of LLM post-training algorithms focusing on data selection, reinforcement learning, and inference scaling☆462Updated 2 weeks ago
- official repository for “Reinforcement Learning for Reasoning in Large Language Models with One Training Example”☆330Updated this week
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆231Updated 2 months ago
- A MemAgent framework that can be extrapolated to 3.5M, along with a training framework for RL training of any agent workflow.☆548Updated this week
- The official repo of SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond☆160Updated 3 weeks ago
- The official code of “Agentic Reinforced Policy Optimization”, an agentic RL algorithm optimization.☆229Updated this week
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆232Updated 2 months ago
- Code for the paper: "Learning to Reason without External Rewards"☆337Updated 3 weeks ago
- ☆800Updated last month
- A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning☆239Updated last month
- Official implementation of the paper "Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space"☆200Updated last week
- Official codebase for "Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling".☆268Updated 5 months ago
- Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"☆245Updated 2 months ago
- ☆306Updated 2 months ago
- SkyRL: A Modular Full-stack RL Library for LLMs☆679Updated this week
- ☆604Updated 2 weeks ago
- 🌾 OAT: A research-friendly framework for LLM online alignment, including reinforcement learning, preference learning, etc.☆418Updated this week
- Official codebase for "SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution"☆571Updated 4 months ago
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆245Updated 3 months ago
- Dream 7B, a large diffusion language model☆857Updated last month
- ☆195Updated this week
- Tina: Tiny Reasoning Models via LoRA☆272Updated 2 months ago
- General Reasoner: Advancing LLM Reasoning Across All Domains☆156Updated last month
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆161Updated last week
- A version of verl to support tool use☆312Updated this week
- ☆157Updated 3 months ago
- ☆205Updated 5 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate" [COLM 2025]☆168Updated 3 weeks ago
- Building Open LLM Web Agents with Self-Evolving Online Curriculum RL☆430Updated last month