L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
☆265May 14, 2025Updated last year
Alternatives and similar repositories for l1
Users that are interested in l1 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆75Apr 13, 2025Updated last year
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆100Feb 21, 2025Updated last year
- ☆17Apr 11, 2025Updated last year
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆466Mar 20, 2026Updated 5 months ago
- Official Repo for Open-Reasoner-Zero☆2,100Jun 2, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Democratizing Reinforcement Learning for LLMs☆5,814Aug 24, 2026Updated last week
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆262Mar 7, 2026Updated 5 months ago
- Paper list for Efficient Reasoning.☆901May 29, 2026Updated 3 months ago
- Official Repo for SwS: A Weakness-driven Problem Synthesis Framework in RL for LLM Reasoning☆42Nov 11, 2025Updated 9 months ago
- ☆352May 24, 2025Updated last year
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆787Feb 28, 2026Updated 6 months ago
- Simple RL training for reasoning☆3,873Dec 23, 2025Updated 8 months ago
- ☆766Dec 23, 2025Updated 8 months ago
- Scalable RL solution for advanced reasoning of language models☆1,872Mar 18, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This repository includes a benchmark and code for the paper "Evaluating LLMs at Detecting Errors in LLM Responses".☆32Aug 18, 2024Updated 2 years ago
- An Open-source RL System from ByteDance Seed and Tsinghua AIR☆1,864May 11, 2025Updated last year
- ☆189Dec 5, 2025Updated 8 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆126May 6, 2025Updated last year
- [NeurIPS 2025] Thinkless: LLM Learns When to Think☆261Sep 26, 2025Updated 11 months ago
- Understanding R1-Zero-Like Training: A Critical Perspective☆1,274Aug 27, 2025Updated last year
- ☆222Feb 20, 2025Updated last year
- ☆224Mar 26, 2025Updated last year
- ☆65Mar 30, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆226Nov 30, 2025Updated 9 months ago
- [NeurIPS 2025] TTRL: Test-Time Reinforcement Learning☆1,122Apr 15, 2026Updated 4 months ago
- [ICML 2025] Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search☆114Jun 3, 2025Updated last year
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆30Aug 9, 2025Updated last year
- ☆336May 31, 2025Updated last year
- Awesome-Parallel-Reasoning: Unlocking the reasoning potential of LLMs. Papers, Code, Resources & Survey.☆55Mar 8, 2026Updated 5 months ago
- Official codebase for "Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling".☆288Feb 19, 2025Updated last year
- [COLM 2025] LIMO: Less is More for Reasoning☆1,084Jul 30, 2025Updated last year
- ☆1,186Jan 10, 2026Updated 7 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [AAAI 2026] - Official repo for paper: "Reinforcement Learning for Reasoning in Small LLMs: What Works and What Doesn't"☆292Mar 11, 2026Updated 5 months ago
- Agent RL framework for LLM agents: multi-turn reinforcement learning with StarPO and reasoning-collapse diagnostics☆2,789Aug 23, 2026Updated last week
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆165Jun 22, 2026Updated 2 months ago
- ☆811Jun 9, 2025Updated last year
- A version of verl to support diverse tool use [TMLR 2026]☆1,037Jul 15, 2026Updated last month
- Source code for our paper: "Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents".☆25Feb 20, 2026Updated 6 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆450Jul 11, 2025Updated last year