Alternatives and similar repositories for codebook-features

Users that are interested in codebook-features are comparing it to the libraries listed below

• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆50Updated last month
• callummcdougall / sae_visualizer
  ☆28Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆65Updated last month
• bilal-chughtai / rep-theory-mech-interp
  ☆26Updated 2 years ago
• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆96Updated 3 months ago
• microsoft / mechanistic-error-probe
  A mechanistic approach for understanding and detecting factual errors of large language models.
  ☆45Updated 10 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆29Updated last year
• saprmarks / geometry-of-truth
  ☆83Updated 9 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆75Updated 6 months ago
• jbloomAus / SAEDashboard
  ☆50Updated 3 weeks ago
• TomFrederik / unseal
  Mechanistic Interpretability for Transformer Models
  ☆51Updated 3 years ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆23Updated this week
• 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
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 4 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆73Updated 7 months ago
• JoshEngels / SAE-Dark-Matter
  Code for our paper "Decomposing The Dark Matter of Sparse Autoencoders"
  ☆22Updated 3 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆101Updated 3 months ago
• EleutherAI / w2s
  ☆23Updated 8 months ago
• KihoPark / linear_rep_geometry
  ☆93Updated 3 months ago
• tdooms / bilinear-decomposition
  Official repo for the paper "Weight-based Decomposition: A Case for Bilinear MLPs"
  ☆21Updated 6 months ago
• EleutherAI / elk-generalization
  Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…
  ☆26Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆200Updated 5 months ago
• ucl-dark / llm_debate
  Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"
  ☆106Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆223Updated 8 months ago
• Nix07 / finetuning
  This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…
  ☆25Updated last year
• shauli-ravfogel / rlace-icml
  ☆36Updated 2 years ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆89Updated last week
• EleutherAI / features-across-time
  Understanding how features learned by neural networks evolve throughout training
  ☆34Updated 7 months ago
• redwoodresearch / Easy-Transformer
  ☆116Updated 9 months ago