saprmarks / feature-circuits

Related projects ⓘ

Alternatives and complementary repositories for feature-circuits

• ArthurConmy / Automatic-Circuit-Discovery
  ☆188Updated last month
• EleutherAI / sae-auto-interp
  ☆107Updated this week
• jacobdunefsky / transcoder_circuits
  ☆44Updated this week
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆97Updated 5 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆31Updated last month
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆184Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆157Updated last month
• redwoodresearch / Easy-Transformer
  ☆98Updated 3 months ago
• saprmarks / dictionary_learning
  ☆145Updated 3 weeks ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆26Updated 5 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆65Updated last month
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆198Updated 4 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆108Updated last year
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆188Updated 4 months ago
• nrimsky / LM-exp
  LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces
  ☆78Updated last year
• KihoPark / linear_rep_geometry
  ☆76Updated 9 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆51Updated 11 months ago
• saprmarks / geometry-of-truth
  ☆71Updated 3 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆57Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆61Updated last week
• davidbau / baukit
  ☆170Updated 8 months ago
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆154Updated last month
• hannamw / EAP-IG
  ☆13Updated 2 months ago
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆17Updated 10 months ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆119Updated last month
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆27Updated 3 weeks ago
• EleutherAI / elk-generalization
  Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…
  ☆25Updated 5 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆123Updated last month
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆48Updated this week
• callummcdougall / sae_visualizer
  ☆24Updated 7 months ago