Alternatives and similar repositories for Automatic-Circuit-Discovery

Users that are interested in Automatic-Circuit-Discovery are comparing it to the libraries listed below

• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆289Updated 9 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆272Updated last year
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆268Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆221Updated 9 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• adamkarvonen / SAEBench
  ☆125Updated 2 weeks ago
• saprmarks / dictionary_learning
  ☆347Updated last month
• saprmarks / feature-circuits
  ☆187Updated 2 months ago
• jacobdunefsky / transcoder_circuits
  ☆174Updated 10 months ago
• redwoodresearch / Easy-Transformer
  ☆123Updated last year
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆215Updated this week
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆77Updated 2 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆182Updated last year
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆630Updated this week
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆61Updated last year
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆674Updated this week
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆125Updated 7 months ago
• neelnanda-io / Crosscoders
  ☆54Updated 10 months ago
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆530Updated last month
• davidbau / baukit
  ☆230Updated last year
• collin-burns / discovering_latent_knowledge
  ☆276Updated last year
• KihoPark / linear_rep_geometry
  ☆106Updated 7 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆41Updated last year
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆97Updated 2 years ago
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆129Updated 3 years ago
• hannamw / EAP-IG
  ☆51Updated 2 months ago
• ARBORproject / arborproject.github.io
  ☆81Updated 7 months ago
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆977Updated this week
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 11 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆199Updated 10 months ago