StarDewXXX / O1-PrunerLinks
Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
☆96Updated 10 months ago
Alternatives and similar repositories for O1-Pruner
Users that are interested in O1-Pruner are comparing it to the libraries listed below
Sorting:
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆257Updated 7 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 9 months ago
- ☆71Updated 8 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆197Updated last month
- ☆142Updated 3 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago
- ☆346Updated 5 months ago
- ☆176Updated last month
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆253Updated this week
- [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression☆127Updated 8 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆93Updated last year
- A Sober Look at Language Model Reasoning☆92Updated last month
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆114Updated 5 months ago
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆85Updated 6 months ago
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆347Updated 3 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆86Updated 9 months ago
- Repo of paper "Free Process Rewards without Process Labels"☆168Updated 9 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆119Updated last year
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆328Updated 2 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆95Updated 2 months ago
- ☆70Updated 6 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Updated 9 months ago
- AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning☆50Updated 6 months ago
- This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.☆176Updated 6 months ago
- ☆60Updated 5 months ago
- ☆198Updated 2 weeks ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆72Updated 8 months ago
- Test-time preferenece optimization (ICML 2025).☆177Updated 7 months ago
- ☆219Updated 9 months ago
- [COLM'25] Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?☆35Updated 7 months ago