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.
  ☆289Updated 2 years ago
• adamkarvonen / SAEBench
  ☆136Updated 3 weeks ago
• saprmarks / dictionary_learning
  ☆366Updated 3 months ago
• jacobdunefsky / transcoder_circuits
  ☆191Updated last year
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆285Updated last year
• saprmarks / feature-circuits
  ☆195Updated 2 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated 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 …
  ☆231Updated last week
• neelnanda-io / Crosscoders
  ☆58Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆259Updated last year
• AIRI-Institute / SAE-Reasoning
  ☆89Updated 8 months ago
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆50Updated last year
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆223Updated last year
• bartbussmann / matryoshka_sae
  ☆53Updated 10 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆24Updated last year
• KihoPark / linear_rep_geometry
  ☆111Updated 10 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆232Updated 11 months ago
• ARBORproject / arborproject.github.io
  ☆83Updated 9 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆84Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 7 months ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆24Updated 2 months ago
• OpenMOSS / Language-Model-SAEs
  Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.
  ☆168Updated this week
• hannamw / EAP-IG
  ☆65Updated 4 months ago
• adamkarvonen / dictionary_learning_demo
  ☆22Updated 3 months ago
• saprmarks / geometry-of-truth
  ☆95Updated last year
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆672Updated last week
• Nix07 / finetuning
  This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…
  ☆28Updated last month
• openai / sparse_autoencoder
  ☆554Updated last year
• redwoodresearch / Easy-Transformer
  ☆133Updated last year
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆198Updated last year