Alternatives and similar repositories for SAEBench

Users that are interested in SAEBench are comparing it to the libraries listed below

• neelnanda-io / Crosscoders
  ☆43Updated 6 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆200Updated 5 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆55Updated 7 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆223Updated 8 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆247Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆65Updated last month
• saprmarks / feature-circuits
  ☆170Updated last month
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆180Updated this week
• KihoPark / linear_rep_geometry
  ☆93Updated 3 months ago
• jacobdunefsky / transcoder_circuits
  ☆120Updated 6 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• saprmarks / dictionary_learning
  ☆302Updated 2 weeks ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆154Updated last year
• jbloomAus / SAEDashboard
  ☆50Updated 3 weeks ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆101Updated 3 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆248Updated 10 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆56Updated last year
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆251Updated 5 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆47Updated 7 months ago
• hannamw / EAP-IG
  ☆34Updated 2 weeks ago
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆116Updated this week
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆65Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆50Updated last month
• adamkarvonen / dictionary_learning_demo
  ☆12Updated 3 weeks ago
• IBM / activation-steering
  General-purpose activation steering library
  ☆74Updated 3 weeks ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆20Updated 6 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆34Updated last year
• saprmarks / geometry-of-truth
  ☆83Updated 9 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆23Updated this week
• ARBORproject / arborproject.github.io
  ☆75Updated 3 months ago