Alternatives and similar repositories for CoT-Valve

Users that are interested in CoT-Valve are comparing it to the libraries listed below

• hemingkx / TokenSkip
  TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆171Updated last month
• MingyuJ666 / Rope_with_LLM
  [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…
  ☆77Updated last month
• StarDewXXX / O1-Pruner
  Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
  ☆86Updated 5 months ago
• OpenSparseLLMs / LLaMA-MoE-v2
  🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
  ☆86Updated 8 months ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆155Updated 2 months ago
• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆77Updated 2 months ago
• UCSB-NLP-Chang / ThinkPrune
  ☆39Updated 3 months ago
• Raibows / CREAM
  Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.
  ☆25Updated 5 months ago
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆40Updated last year
• ChnQ / MI-Peaks
  ☆49Updated 3 weeks ago
• LINs-lab / DynMoE
  [ICLR 2025] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models
  ☆121Updated last month
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆149Updated this week
• RyanLiu112 / GenPRM
  Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆81Updated 2 months ago
• OpenBMB / RLPR
  Extrapolating RLVR to General Domains without Verifiers
  ☆134Updated last week
• GeniusHTX / TALE
  ☆126Updated 2 months ago
• Dereck0602 / Awesome_Test_Time_LLMs
  ☆117Updated 4 months ago
• TUDB-Labs / MixLoRA
  State-of-the-art Parameter-Efficient MoE Fine-tuning Method
  ☆176Updated 11 months ago
• zhyang2226 / AR-Lopti
  [arXiv] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  ☆36Updated 2 months ago
• xuyige / SoftCoT
  ACL'2025: SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. and preprint: SoftCoT++: Test-Time Scaling with Soft Chain-of…
  ☆38Updated 2 months ago
• SUSTechBruce / LOOK-M
  [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…
  ☆98Updated 9 months ago
• PRIME-RL / Entropy-Mechanism-of-RL
  The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.
  ☆282Updated last month
• zitian-gao / one-shot-em
  One-shot Entropy Minimization
  ☆175Updated last month
• GCYZSL / MoLA
  ☆148Updated last year
• sail-sg / sdft
  [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".
  ☆125Updated 9 months ago
• bethgelab / sober-reasoning
  A Sober Look at Language Model Reasoning
  ☆81Updated last month
• hkust-nlp / Laser
  Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
  ☆52Updated 2 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"
  ☆71Updated 7 months ago
• THU-KEG / AdaptThink
  ☆140Updated 2 months ago
• iie-ycx / DEER
  This is the repository of DEER, a Dynamic Early Exit in Reasoning method for Large Reasoning Language Models.
  ☆161Updated last month
• IAAR-Shanghai / xVerify
  xVerify: Efficient Answer Verifier for Reasoning Model Evaluations
  ☆127Updated 3 months ago