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

• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆28Updated 2 months ago
• zepingyu0512 / awesome-SAE
  awesome SAE papers
  ☆33Updated last week
• ZFancy / awesome-activation-engineering
  A curated list of resources for activation engineering
  ☆83Updated 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"
  ☆56Updated 5 months ago
• javiferran / sae_entities
  ☆36Updated 2 months ago
• The-Martyr / Awesome-Modality-Priors-in-MLLMs
  Latest Advances on Modality Priors in Multimodal Large Language Models
  ☆19Updated 3 weeks ago
• 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…
  ☆84Updated 3 months ago
• zepingyu0512 / neuron-attribution
  code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models
  ☆34Updated 6 months ago
• clemneo / llava-interp
  ☆53Updated 7 months ago
• SihengLi99 / LLM-Honesty-Survey
  A Survey on the Honesty of Large Language Models
  ☆57Updated 5 months ago
• shengliu66 / VTI
  Code for Reducing Hallucinations in Vision-Language Models via Latent Space Steering
  ☆57Updated 6 months ago
• hkust-nlp / Activation_Decoding
  In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)
  ☆59Updated last year
• GATECH-EIC / ACT
  [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…
  ☆38Updated 11 months ago
• shuyhere / Awesome-Sparse-Autoencoder
  Collection of Reverse Engineering in Large Model
  ☆32Updated 4 months ago
• Lingkai-Kong / RE-Control
  Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective
  ☆32Updated 4 months ago
• nickjiang2378 / vl-interp
  Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)
  ☆73Updated last week
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆58Updated 6 months ago
• Joshua-Ren / Learning_dynamics_LLM
  ☆131Updated 2 weeks ago
• yuezih / less-is-more
  Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective (ACL 2024)
  ☆50Updated 7 months ago
• Qinyu-Allen-Zhao / LVLM-LP
  The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?
  ☆30Updated 7 months ago
• EIT-NLP / Awesome-Latent-CoT
  This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
  ☆96Updated last week
• Blueyee / Efficient-CoT-LRMs
  Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!
  ☆53Updated 2 months ago
• IntelLabs / lvlm-interpret
  ☆81Updated 2 months ago
• Purshow / Awesome-LVLM-Hallucination
  ☆46Updated 6 months ago
• EchoseChen / SPA-VL-RLHF
  The reinforcement learning codes for dataset SPA-VL
  ☆33Updated 11 months ago
• Open-DataFlow / Awesome_MLLMs_Reasoning
  ☆100Updated last month
• VITA-Group / SEAL
  Official code for SEAL: Steerable Reasoning Calibration of Large Language Models for Free
  ☆25Updated last month
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆72Updated 2 months ago
• licong-lin / negative-preference-optimization
  ☆58Updated 10 months ago
• QingyangZhang / Label-Free-RLVR
  ☆57Updated this week