Alternatives and similar repositories for awesome-sparse-autoencoders

Users that are interested in awesome-sparse-autoencoders are comparing it to the libraries listed below

• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆290Updated 2 years ago
• saprmarks / dictionary_learning
  ☆380Updated 4 months ago
• adamkarvonen / SAEBench
  ☆140Updated last week
• jacobdunefsky / transcoder_circuits
  ☆193Updated last year
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆285Updated last year
• bartbussmann / matryoshka_sae
  ☆57Updated 11 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated last year
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆26Updated 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 …
  ☆235Updated 2 weeks ago
• saprmarks / feature-circuits
  ☆202Updated 2 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆227Updated last year
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆50Updated last year
• KihoPark / linear_rep_geometry
  ☆112Updated 10 months ago
• AIRI-Institute / SAE-Reasoning
  ☆90Updated 9 months ago
• neelnanda-io / Crosscoders
  ☆58Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆83Updated last year
• saprmarks / geometry-of-truth
  ☆98Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆84Updated last week
• OpenMOSS / Language-Model-SAEs
  Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.
  ☆168Updated this week
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆204Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆56Updated 8 months ago
• ARBORproject / arborproject.github.io
  ☆83Updated 10 months ago
• dtsip / in-context-learning
  ☆241Updated last year
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆681Updated 2 weeks ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆262Updated last year
• Lingkai-Kong / RE-Control
  Code for paper: Aligning Large Language Models with Representation Editing: A Control Perspective
  ☆34Updated 11 months ago
• adamkarvonen / dictionary_learning_demo
  ☆23Updated 4 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆236Updated last year
• hannamw / EAP-IG
  ☆68Updated 5 months ago
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 11 months ago