Zanette-Labs / efficient-reasoningLinks
☆66Updated 5 months ago
Alternatives and similar repositories for efficient-reasoning
Users that are interested in efficient-reasoning are comparing it to the libraries listed below
Sorting:
- Model merging is a highly efficient approach for long-to-short reasoning.☆80Updated 3 months ago
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆156Updated last week
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 5 months ago
- ☆205Updated 5 months ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆254Updated last year
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆177Updated 2 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆129Updated 5 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆251Updated 4 months ago
- ☆209Updated 6 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆81Updated 8 months ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆170Updated 3 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆87Updated 6 months ago
- [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*☆113Updated 9 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied wit…☆137Updated last year
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆320Updated 2 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆81Updated 6 months ago
- Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆100Updated 2 weeks ago
- [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style☆60Updated last month
- ☆130Updated 3 weeks ago
- Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".☆56Updated 9 months ago
- ☆283Updated 3 months ago
- ☆43Updated 5 months ago
- ☆68Updated last year
- Repo of paper "Free Process Rewards without Process Labels"☆162Updated 6 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆244Updated last month
- [ICLR 2025] Language Imbalance Driven Rewarding for Multilingual Self-improving☆21Updated 2 weeks ago
- xVerify: Efficient Answer Verifier for Reasoning Model Evaluations☆128Updated 4 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆78Updated 8 months ago
- ☆74Updated 9 months ago
- Research Code for preprint "Optimizing Test-Time Compute via Meta Reinforcement Finetuning".☆104Updated last month