Alternatives and similar repositories for CoT-Valve

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

• MingyuJ666 / Rope_with_LLM
  [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…
  ☆85Updated 6 months ago
• hemingkx / TokenSkip
  [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆197Updated last month
• Kamichanw / CoS
  [ICML'25] Official code of paper "Fast Large Language Model Collaborative Decoding via Speculation"
  ☆28Updated 6 months ago
• StarDewXXX / O1-Pruner
  Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
  ☆97Updated 10 months ago
• GeniusHTX / TALE
  ☆140Updated 3 months ago
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆46Updated last year
• xiaomi-research / colar
  [NeurIPS 2025] Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
  ☆65Updated 5 months ago
• ChnQ / MI-Peaks
  ☆60Updated 5 months ago
• OpenSparseLLMs / LLaMA-MoE-v2
  🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
  ☆91Updated last year
• Raibows / CREAM
  Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.
  ☆28Updated 10 months ago
• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆94Updated 2 months ago
• hkust-nlp / mstar
  [ICML 2025] M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoning
  ☆70Updated 5 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…
  ☆73Updated 7 months ago
• ssmisya / PRMBench
  [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.
  ☆86Updated 10 months ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆197Updated last week
• czg1225 / dParallel
  dParallel: Learnable Parallel Decoding for dLLMs
  ☆51Updated 2 months ago
• Dereck0602 / Awesome_Test_Time_LLMs
  ☆136Updated 9 months ago
• zjunlp / LightThinker
  [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
  ☆126Updated 8 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…
  ☆104Updated last year
• hkust-nlp / Laser
  Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
  ☆61Updated 7 months ago
• RyanLiu112 / GenPRM
  [AAAI 2026] Official codebase for "GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning".
  ☆91Updated last month
• Zanette-Labs / efficient-reasoning
  ☆71Updated 8 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆71Updated 8 months ago
• aeroplanepaper / GRPO-LEAD
  ☆32Updated last month
• UCSB-NLP-Chang / ThinkPrune
  ☆45Updated 3 months ago
• StarDewXXX / AdaR1
  The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"
  ☆20Updated last month
• zhyang2226 / AR-Lopti
  [AI4MATH@ICML2025] Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
  ☆41Updated 7 months ago
• UbiquantAI / one-shot-em
  One-shot Entropy Minimization
  ☆187Updated 6 months ago
• THU-KEG / AdaptThink
  ☆175Updated 3 weeks ago
• ShadeCloak / ADORA
  ☆46Updated 8 months ago