cmu-l3 / l1
L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
☆180Updated last month
Alternatives and similar repositories for l1:
Users that are interested in l1 are comparing it to the libraries listed below
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆90Updated last month
- ☆184Updated last month
- Repo of paper "Free Process Rewards without Process Labels"☆140Updated last month
- ☆278Updated last month
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate"☆135Updated 2 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆114Updated 3 weeks ago
- A Survey on Efficient Reasoning for LLMs☆301Updated 2 weeks ago
- ☆151Updated 3 weeks ago
- ☆99Updated 2 weeks ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆174Updated last month
- ☆91Updated last month
- TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆120Updated last month
- ☆50Updated this week
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆66Updated last month
- Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning☆169Updated 3 weeks ago
- A brief and partial summary of RLHF algorithms.☆127Updated last month
- A lightweight reproduction of DeepSeek-R1-Zero with indepth analysis of self-reflection behavior.☆222Updated 2 weeks ago
- Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling☆101Updated 2 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆66Updated 3 weeks ago
- Benchmark and research code for the paper SWEET-RL Training Multi-Turn LLM Agents onCollaborative Reasoning Tasks☆175Updated this week
- ☆148Updated 4 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond☆160Updated this week
- A Comprehensive Survey on Long Context Language Modeling☆129Updated 3 weeks ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆199Updated 11 months ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆52Updated 4 months ago
- SOTA RL fine-tuning solution for advanced math reasoning of LLM☆103Updated last week
- xVerify: Efficient Answer Verifier for Large Language Model Evaluations☆20Updated 3 weeks ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆122Updated 5 months ago
- Code for "Reasoning to Learn from Latent Thoughts"☆89Updated 3 weeks ago
- ☆89Updated 3 weeks ago