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

• Purshow / Awesome-LVLM-Hallucination
  ☆47Updated 7 months ago
• The-Martyr / Awesome-Modality-Priors-in-MLLMs
  Latest Advances on Modality Priors in Multimodal Large Language Models
  ☆21Updated 2 months ago
• OpenDCAI / Awesome_MLLMs_Reasoning
  ☆102Updated last week
• ChnQ / MI-Peaks
  ☆36Updated last week
• Alsace08 / Chain-of-Embedding
  [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"
  ☆68Updated 6 months ago
• QingyangZhang / Label-Free-RLVR
  ☆236Updated last week
• Osilly / Awesome-Interleaving-Reasoning
  Interleaving Reasoning: Next-Generation Reasoning Systems for AGI
  ☆84Updated last week
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆127Updated 3 weeks ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆63Updated 7 months ago
• XiaoYee / Awesome_Efficient_LRM_Reasoning
  😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond
  ☆263Updated last week
• xieyuquanxx / awesome-Large-MultiModal-Hallucination
  😎 curated list of awesome LMM hallucinations papers, methods & resources.
  ☆149Updated last year
• 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…
  ☆92Updated 4 months ago
• DAMO-NLP-SG / VCD
  [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
  ☆293Updated 9 months ago
• shikiw / Awesome-MLLM-Hallucination
  Papers about Hallucination in Multi-Modal Large Language Models (MLLMs)
  ☆92Updated 7 months ago
• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆28Updated 4 months ago
• StarDewXXX / Awesome-Hybrid-CoT-Reasoning
  ☆51Updated last month
• NOVAglow646 / LLM-MLLM-paper-list
  关于LLM和Multimodal LLM的paper list
  ☆41Updated 2 weeks ago
• NishilBalar / Awesome-LVLM-Hallucination
  up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources
  ☆143Updated 2 months ago
• fscdc / Awesome-Efficient-Reasoning-Models
  [arXiv 2025] Efficient Reasoning Models: A Survey
  ☆227Updated this week
• ThreeSR / Awesome-Inference-Time-Scaling
  Paper List of Inference/Test Time Scaling/Computing
  ☆275Updated 2 weeks ago
• Dongping-Chen / MLLM-Judge
  [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.
  ☆74Updated 4 months ago
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆54Updated 3 months ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆147Updated 2 months ago
• BillChan226 / HALC
  [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"
  ☆88Updated 7 months ago
• wang2226 / Awesome-LLM-Decoding
  📜 Paper list on decoding methods for LLMs and LVLMs
  ☆52Updated 2 weeks ago
• EchoseChen / SPA-VL-RLHF
  The reinforcement learning codes for dataset SPA-VL
  ☆36Updated last year
• zjunlp / Deco
  [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
  ☆89Updated 7 months ago
• ZFancy / awesome-activation-engineering
  A curated list of resources for activation engineering
  ☆91Updated last month
• IntelLabs / lvlm-interpret
  ☆88Updated 3 months ago
• Jihuai-wpy / InferAligner
  ☆33Updated 9 months ago