Alternatives and similar repositories for efficient-reasoning

Users that are interested in efficient-reasoning are comparing it to the libraries listed below

• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆47Updated 2 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆53Updated 2 months ago
• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆145Updated 2 months ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆96Updated this week
• SparkJiao / dpo-trajectory-reasoning
  [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".
  ☆78Updated 4 months ago
• WooooDyy / MathCritique
  Implementation for the research paper "Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision".
  ☆54Updated 6 months ago
• TsinghuaC3I / MARTI
  A Framework for LLM-based Multi-Agent Reinforced Training and Inference
  ☆61Updated this week
• GAIR-NLP / ReasonEval
  [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy
  ☆61Updated 5 months ago
• sail-sg / CPO
  [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.
  ☆121Updated 2 months ago
• hkust-nlp / dart-math
  [NeurIPS'24] Official code for *🎯DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*
  ☆105Updated 5 months ago
• Alsace08 / Chain-of-Embedding
  [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
  ☆56Updated 5 months ago
• cmu-l3 / l1
  L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning
  ☆213Updated 3 weeks ago
• StarDewXXX / O1-Pruner
  Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
  ☆79Updated 3 months ago
• Zhou-Zoey / RMB-Reward-Model-Benchmark
  ☆38Updated 2 months ago
• FreedomIntelligence / OVM
  ☆67Updated last year
• princeton-pli / LongProc
  LongProc: Benchmarking Long-Context Language Models on Long Procedural Generation
  ☆26Updated last month
• GeniusHTX / TALE
  ☆107Updated last week
• QwenLM / ProcessBench
  Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"
  ☆155Updated 2 weeks ago
• zhenyu-02 / LogitLens4LLMs
  A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…
  ☆84Updated 3 months ago
• limenlp / verl
  AdaRFT: Efficient Reinforcement Finetuning via Adaptive Curriculum Learning
  ☆35Updated 3 weeks ago
• tmlr-group / landscape-of-thoughts
  [ICLR 2025 Workshop] "Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models"
  ☆19Updated last week
• VITA-Group / SEAL
  Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free
  ☆25Updated last month
• THU-KEG / RM-Bench
  [ICLR 25 Oral] RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
  ☆47Updated 2 weeks ago
• PRIME-RL / ImplicitPRM
  Repo of paper "Free Process Rewards without Process Labels"
  ☆149Updated 2 months ago
• princeton-nlp / ProLong
  Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"
  ☆184Updated 2 months ago
• GAIR-NLP / ToRL
  ☆198Updated last week
• SihengLi99 / LLM-Honesty-Survey
  A Survey on the Honesty of Large Language Models
  ☆57Updated 5 months ago
• IAAR-Shanghai / xVerify
  xVerify: Efficient Answer Verifier for Reasoning Model Evaluations
  ☆106Updated last month
• kanishkg / cognitive-behaviors
  ☆173Updated 2 months ago
• bethgelab / sober-reasoning
  A Sober Look at Language Model Reasoning
  ☆52Updated this week