Alternatives and similar repositories for Awesome-LMMs-Mechanistic-Interpretability

Users that are interested in Awesome-LMMs-Mechanistic-Interpretability are comparing it to the libraries listed below

• OpenDCAI / Awesome_MLLMs_Reasoning
  ☆112Updated 4 months ago
• Purshow / Awesome-LVLM-Hallucination
  ☆55Updated last year
• NOVAglow646 / LLM-MLLM-paper-list
  关于LLM和Multimodal LLM的paper list
  ☆53Updated this week
• Osilly / Awesome-Interleaving-Reasoning
  Interleaving Reasoning: Next-Generation Reasoning Systems for AGI
  ☆236Updated 3 months ago
• NishilBalar / Awesome-LVLM-Hallucination
  up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
  ☆245Updated 3 months ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆261Updated last week
• The-Martyr / Awesome-Modality-Priors-in-MLLMs
  Latest Advances on Modality Priors in Multimodal Large Language Models
  ☆29Updated last month
• Alsace08 / Chain-of-Embedding
  [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
  ☆93Updated last year
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆100Updated last year
• ChnQ / MI-Peaks
  ☆60Updated 6 months ago
• LJungang / Awesome-Video-Reasoning-Landscape
  🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.
  ☆125Updated 2 weeks ago
• ThreeSR / Awesome-Inference-Time-Scaling
  Paper List of Inference/Test Time Scaling/Computing
  ☆339Updated 4 months ago
• QingyangZhang / Label-Free-RLVR
  ☆299Updated 6 months ago
• XiaoYee / Awesome_Efficient_LRM_Reasoning
  😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond
  ☆330Updated 2 weeks ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆89Updated 11 months ago
• YU-deep / Awesome-Latent-Space
  A paper list of Awesome Latent Space.
  ☆289Updated last week
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆72Updated 9 months ago
• fscdc / Awesome-Efficient-Reasoning-Models
  [TMLR 2025] Efficient Reasoning Models: A Survey
  ☆292Updated 2 weeks ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆204Updated 3 weeks ago
• shikiw / Awesome-MLLM-Hallucination
  Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)
  ☆99Updated last year
• zjysteven / VLM-Visualizer
  Visualizing the attention of vision-language models
  ☆272Updated 10 months ago
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆129Updated 4 months ago
• clemneo / llava-interp
  ☆77Updated last year
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆368Updated last year
• chengzu-li / MVoT
  Imagine While Reasoning in Space: Multimodal Visualization-of-Thought (ICML 2025)
  ☆63Updated 9 months ago
• ZichenWen1 / DIJA
  Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"
  ☆73Updated 3 months ago
• beccabai / Data-centric_multimodal_LLM
  Survey on Data-centric Large Language Models
  ☆88Updated last year
• MLRM-Halu / MLRM-Halu
  [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
  ☆73Updated 7 months ago
• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆34Updated 10 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