Alternatives and similar repositories for Awesome-LLM-Interpretability

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

• 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…
  ☆140Updated 4 months ago
• alon-albalak / data-selection-survey
  A Survey on Data Selection for Language Models
  ☆253Updated 7 months ago
• zepingyu0512 / awesome-SAE
  awesome SAE papers
  ☆69Updated 7 months ago
• LuckyyySTA / Awesome-LLM-hallucination
  LLM hallucination paper list
  ☆328Updated last year
• OpenMOSS / Language-Model-SAEs
  Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.
  ☆168Updated this week
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆143Updated last year
• lyy1994 / awesome-data-contamination
  The Paper List on Data Contamination for Large Language Models Evaluation.
  ☆108Updated last month
• MikaStars39 / FeatureAlignment
  FeatureAlignment = Alignment + Mechanistic Interpretability
  ☆33Updated 9 months ago
• alisawuffles / proxy-tuning
  Code associated with Tuning Language Models by Proxy (Liu et al., 2024)
  ☆126Updated last year
• Furyton / awesome-language-model-analysis
  This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…
  ☆98Updated last year
• voidism / DoLa
  Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"
  ☆532Updated 11 months ago
• DAMO-NLP-SG / multilingual_analysis
  [NeurIPS 2024] How do Large Language Models Handle Multilingualism?
  ☆47Updated last year
• zepingyu0512 / neuron-attribution
  code for EMNLP 2024 paper: Neuron-Level Knowledge Attribution in Large Language Models
  ☆48Updated last year
• ZubinGou / math-evaluation-harness
  A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨
  ☆270Updated last year
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆223Updated last year
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆389Updated last year
• zepingyu0512 / awesome-llm-understanding-mechanism
  awesome papers in LLM interpretability
  ☆601Updated 4 months ago
• getao / icae
  The repo for In-context Autoencoder
  ☆159Updated last year
• RUCAIBox / Language-Specific-Neurons
  ☆89Updated last year
• zjunlp / KnowledgeCircuits
  [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
  ☆160Updated last month
• Glaciohound / LM-Steer
  Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)
  ☆133Updated 5 months ago
• nightdessert / Retrieval_Head
  open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality
  ☆224Updated last year
• ZFancy / awesome-activation-engineering
  A curated list of resources for activation engineering
  ☆119Updated 2 months ago
• kevinyaobytedance / llm_unlearn
  LLM Unlearning
  ☆178Updated 2 years ago
• davidbau / baukit
  ☆243Updated last year
• jlko / semantic_uncertainty
  Codebase for reproducing the experiments of the semantic uncertainty paper (short-phrase and sentence-length experiments).
  ☆399Updated last year
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆188Updated 8 months ago
• wang2226 / Awesome-LLM-Decoding
  📜 Paper list on decoding methods for LLMs and LVLMs
  ☆68Updated last month
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆289Updated 2 years ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆201Updated last year