L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
☆262May 14, 2025Updated 9 months ago
Alternatives and similar repositories for l1
Users that are interested in l1 are comparing it to the libraries listed below
Sorting:
- ☆74Apr 13, 2025Updated 10 months ago
- Official Repo for Open-Reasoner-Zero☆2,087Jun 2, 2025Updated 9 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆258Aug 13, 2025Updated 6 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆97Feb 21, 2025Updated last year
- TreeRL: LLM Reinforcement Learning with On-Policy Tree Search in ACL'25☆89Jun 16, 2025Updated 8 months ago
- Democratizing Reinforcement Learning for LLMs☆5,167Feb 27, 2026Updated last week
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆743Feb 28, 2026Updated last week
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆417Oct 4, 2025Updated 5 months ago
- Simple RL training for reasoning☆3,830Dec 23, 2025Updated 2 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆202Nov 30, 2025Updated 3 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,219Aug 27, 2025Updated 6 months ago
- ☆16Mar 26, 2025Updated 11 months ago
- ☆17Apr 11, 2025Updated 10 months ago
- ☆762Dec 23, 2025Updated 2 months ago
- Paper list for Efficient Reasoning.☆828Feb 25, 2026Updated last week
- This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".☆31Aug 18, 2024Updated last year
- Scalable RL solution for advanced reasoning of language models☆1,811Mar 18, 2025Updated 11 months ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,739May 11, 2025Updated 9 months ago
- [ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search☆108Jun 3, 2025Updated 9 months ago
- ☆64Jan 12, 2026Updated last month
- ☆335May 24, 2025Updated 9 months ago
- ☆225Mar 26, 2025Updated 11 months ago
- Agent-RRM: Exploring Reasoning Reward Model for Agents☆49Updated this week
- Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL☆4,085Nov 13, 2025Updated 3 months ago
- ☆331May 31, 2025Updated 9 months ago
- [COLM 2025] LIMO: Less is More for Reasoning☆1,064Jul 30, 2025Updated 7 months ago
- Official codebase for "Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling".☆283Feb 19, 2025Updated last year
- Latest Advances on System-2 Reasoning☆1,329Jun 8, 2025Updated 8 months ago
- ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning & ReCall: Learning to Reason with Tool Call for LLMs via Rei…☆1,328May 16, 2025Updated 9 months ago
- [AAAI 2026] - Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"☆274Feb 20, 2026Updated 2 weeks ago
- A Sober Look at Language Model Reasoning☆93Nov 18, 2025Updated 3 months ago
- ☆215Feb 20, 2025Updated last year
- ☆179Dec 5, 2025Updated 3 months ago
- R1-searcher: Incentivizing the Search Capability in LLMs via Reinforcement Learning☆689Aug 5, 2025Updated 7 months ago
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆26Aug 9, 2025Updated 6 months ago
- ☆46Sep 27, 2025Updated 5 months ago
- [ICLR26]GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning☆176Jan 29, 2026Updated last month
- [NeurIPS 2025 Spotlight] LLM post-training suite for long-CoT reasoning, PRM, and code generation — featuring ReasonFlux, ReasonFlux-PRM,…☆521Sep 27, 2025Updated 5 months ago
- A series of technical report on Slow Thinking with LLM☆761Aug 13, 2025Updated 6 months ago