Alternatives and similar repositories for sae-auto-interp:

Users that are interested in sae-auto-interp are comparing it to the libraries listed below

• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆78Updated last month
• saprmarks / feature-circuits
  ☆131Updated 3 months ago
• jacobdunefsky / transcoder_circuits
  ☆53Updated 2 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆176Updated last month
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆113Updated 7 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆207Updated last year
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆82Updated this week
• adamkarvonen / SAEBench
  ☆41Updated this week
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆66Updated last month
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆114Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆46Updated last month
• ArthurConmy / Automatic-Circuit-Discovery
  ☆201Updated 3 months ago
• saprmarks / geometry-of-truth
  ☆75Updated 5 months ago
• redwoodresearch / Easy-Transformer
  ☆106Updated 5 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆28Updated 2 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆153Updated 3 months ago
• saprmarks / dictionary_learning
  ☆179Updated this week
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆104Updated last month
• EleutherAI / sae
  Sparse autoencoders
  ☆407Updated this week
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆209Updated 5 months ago
• neelnanda-io / Crosscoders
  ☆21Updated last month
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆131Updated 3 months ago
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆149Updated 2 months ago
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆219Updated 3 weeks ago
• google-deepmind / mishax
  ☆115Updated this week
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆85Updated last year
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆174Updated 3 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆27Updated 7 months ago
• KihoPark / linear_rep_geometry
  ☆82Updated 11 months ago
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆18Updated last year