Alternatives and similar repositories for Awesome-Interpretability-in-Large-Language-Models

Users that are interested in Awesome-Interpretability-in-Large-Language-Models are comparing it to the libraries listed below

• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆242Updated last year
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆152Updated 5 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆223Updated 7 months ago
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆526Updated this week
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆199Updated 4 months ago
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆245Updated 4 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆246Updated 9 months ago
• cooperleong00 / Awesome-LLM-Interpretability
  A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..
  ☆235Updated last month
• jacobdunefsky / transcoder_circuits
  ☆112Updated 5 months ago
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆761Updated this week
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆172Updated this week
• redwoodresearch / Easy-Transformer
  ☆114Updated 9 months ago
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆490Updated 11 months ago
• saprmarks / dictionary_learning
  ☆290Updated this week
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆91Updated last year
• saprmarks / feature-circuits
  ☆167Updated last month
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆151Updated 11 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆166Updated 3 weeks ago
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆113Updated this week
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆116Updated 11 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆100Updated 2 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• adamkarvonen / SAEBench
  ☆93Updated last month
• davidbau / baukit
  ☆206Updated last year
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆182Updated 6 months ago
• chrisliu298 / awesome-representation-engineering
  A resource repository for representation engineering in large language models
  ☆120Updated 6 months ago
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆563Updated this week
• zjunlp / KnowledgeCircuits
  [NeurIPS 2024] Knowledge Circuits in Pretrained Transformers
  ☆145Updated 2 months ago
• interpretingdl / eacl2024_transformer_interpretability_tutorial
  Materials for EACL2024 tutorial: Transformer-specific Interpretability
  ☆52Updated last year
• KihoPark / linear_rep_geometry
  ☆92Updated 3 months ago