Alternatives and similar repositories for awesome-sparse-autoencoders

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

• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆24Updated 9 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆265Updated last year
• jacobdunefsky / transcoder_circuits
  ☆165Updated 9 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 10 months ago
• adamkarvonen / SAEBench
  ☆118Updated last month
• saprmarks / feature-circuits
  ☆185Updated 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 …
  ☆207Updated this week
• neelnanda-io / Crosscoders
  ☆54Updated 9 months ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆22Updated last month
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 4 months ago
• saprmarks / dictionary_learning
  ☆336Updated 2 weeks ago
• bartbussmann / matryoshka_sae
  ☆41Updated 7 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆191Updated 9 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆65Updated last year
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆178Updated last year
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆53Updated 11 months ago
• saprmarks / geometry-of-truth
  ☆91Updated last year
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆125Updated 2 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆76Updated last month
• AIRI-Institute / SAE-Reasoning
  ☆81Updated 5 months ago
• KihoPark / linear_rep_geometry
  ☆106Updated 6 months ago
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆49Updated last year
• clarifying-EM / model-organisms-for-EM
  Code repo for the model organisms and convergent directions of EM papers.
  ☆26Updated last month
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆260Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆238Updated 11 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆121Updated 6 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆126Updated last year
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆146Updated last week
• IBM / activation-steering
  [ICLR 2025] General-purpose activation steering library
  ☆99Updated last week
• hannamw / eap-ig-faithfulness
  Code for "Automatic Circuit Finding and Faithfulness"
  ☆14Updated last year