Alternatives and similar repositories for awesome-sparse-autoencoders

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

• jacobdunefsky / transcoder_circuits
  ☆174Updated 10 months ago
• adamkarvonen / SAEBench
  ☆125Updated 2 weeks ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆272Updated last year
• saprmarks / feature-circuits
  ☆187Updated 2 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated 11 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆24Updated 10 months ago
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆215Updated last week
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆268Updated last year
• neelnanda-io / Crosscoders
  ☆54Updated 10 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
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆199Updated 10 months ago
• AIRI-Institute / SAE-Reasoning
  ☆86Updated 6 months ago
• KihoPark / linear_rep_geometry
  ☆106Updated 7 months ago
• saprmarks / dictionary_learning
  ☆348Updated last month
• bartbussmann / matryoshka_sae
  ☆47Updated 8 months ago
• redwoodresearch / Easy-Transformer
  ☆124Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 5 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆187Updated last year
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆23Updated 2 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆125Updated 7 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆136Updated 3 months ago
• saprmarks / geometry-of-truth
  ☆91Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆242Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆77Updated 2 months ago
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆154Updated this week
• hannamw / eap-ig-faithfulness
  Code for "Automatic Circuit Finding and Faithfulness"
  ☆14Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆221Updated 9 months ago
• hannamw / EAP-IG
  ☆51Updated 2 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• ARBORproject / arborproject.github.io
  ☆81Updated 7 months ago