Alternatives and similar repositories for CoT-UQ

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

• shawnricecake / Heima
  Code for Heima
  ☆55Updated 5 months ago
• NuoJohnChen / JudgeLRM
  JudgeLRM: Large Reasoning Models as a Judge
  ☆39Updated 3 weeks ago
• VainF / Thinkless
  [NeurIPS 2025] Thinkless: LLM Learns When to Think
  ☆230Updated 2 weeks ago
• sail-sg / FlowReasoner
  ☆135Updated 5 months ago
• yihedeng9 / OpenVLThinker
  OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement
  ☆113Updated 2 months ago
• MingLiiii / Layer_Gradient
  [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
  ☆74Updated 3 months ago
• TianheL / LM-Implicit-Reasoning
  [ACL 2025 Findings] Implicit Reasoning in Transformers is Reasoning through Shortcuts
  ☆16Updated 7 months ago
• sail-sg / feedback-conditional-policy
  Code for "Language Models Can Learn from Verbal Feedback Without Scalar Rewards"
  ☆42Updated last week
• EvolvingLMMs-Lab / multimodal-sae
  [ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
  ☆155Updated 2 weeks ago
• dinobby / Symbolic-MoE
  The code implementation of Symbolic-MoE
  ☆43Updated last month
• Geaming2002 / Ruler
  Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models
  ☆39Updated last year
• AMAP-ML / Tree-GRPO
  Tree Search for LLM Agent Reinforcement Learning
  ☆127Updated last week
• beichenzbc / BoostStep
  official code for "BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning"
  ☆36Updated 8 months ago
• xufangzhi / Genius
  [ACL 2025] A Generalizable and Purely Unsupervised Self-Training Framework
  ☆71Updated 4 months ago
• StarDewXXX / O1-Pruner
  Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning
  ☆90Updated 7 months ago
• luka-group / vlm-knowledge-conflict
  Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."
  ☆46Updated 11 months ago
• Luckfort / CD
  [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
  ☆80Updated 8 months ago
• cxcscmu / Montessori-Instruct
  Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]
  ☆48Updated 8 months ago
• shuhao02 / RouterDC
  The code of RouterDC
  ☆68Updated 5 months ago
• horseee / CoT-Valve
  CoT-Valve: Length-Compressible Chain-of-Thought Tuning
  ☆86Updated 7 months ago
• MLRM-Halu / MLRM-Halu
  [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
  ☆60Updated 4 months ago
• zitian-gao / one-shot-em
  One-shot Entropy Minimization
  ☆185Updated 3 months ago
• yafuly / TPO
  Test-time preferenece optimization (ICML 2025).
  ☆168Updated 5 months ago
• kokolerk / TON
  [NeurIPS 2025] Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
  ☆45Updated last week
• CERT-Lab / lora-sb
  Initialization using Update Approximation is a Silver Bullet for Extremely Efficient Low-Rank Fine-Tuning
  ☆51Updated 4 months ago
• haonan3 / V1
  V1: Toward Multimodal Reasoning by Designing Auxiliary Task
  ☆36Updated 5 months ago
• ZichenWen1 / DIJA
  Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"
  ☆65Updated last week
• Optimization-AI / DisCO
  Discriminative Constrained Optimization for Reinforcing Large Reasoning Models
  ☆37Updated 3 weeks ago
• RUCBM / DeepCritic
  Official repository for paper "DeepCritic: Deliberate Critique with Large Language Models"
  ☆36Updated 3 months ago
• Tencent / SelfEvolvingAgent
  ☆59Updated last month