Alternatives and similar repositories for sparse-dictionary-learning

Users that are interested in sparse-dictionary-learning are comparing it to the libraries listed below

• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆255Updated last year
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆158Updated last year
• jacobdunefsky / transcoder_circuits
  ☆131Updated 7 months ago
• adamkarvonen / SAEBench
  ☆101Updated 3 weeks ago
• saprmarks / feature-circuits
  ☆173Updated 2 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆67Updated 2 months ago
• saprmarks / geometry-of-truth
  ☆85Updated 10 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆55Updated 7 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 …
  ☆185Updated last week
• redwoodresearch / Easy-Transformer
  ☆120Updated 10 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• roeehendel / icl_task_vectors
  ☆95Updated last year
• OpenMOSS / Language-Model-SAEs
  For OpenMOSS Mechanistic Interpretability Team's Sparse Autoencoder (SAE) research.
  ☆124Updated this week
• ArthurConmy / Automatic-Circuit-Discovery
  ☆227Updated 8 months ago
• koayon / awesome-sparse-autoencoders
  A curated reading list of research in Sparse Autoencoders, Feature Extraction and related topics in Mechanistic Interpretability
  ☆21Updated 4 months ago
• saprmarks / dictionary_learning
  ☆308Updated last month
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆170Updated 2 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆163Updated 7 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆47Updated 8 months ago
• IBM / activation-steering
  General-purpose activation steering library
  ☆78Updated last month
• KihoPark / linear_rep_geometry
  ☆95Updated 4 months ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆65Updated last year
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆123Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆108Updated 4 months ago
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆72Updated 3 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆202Updated 6 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆252Updated 11 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆58Updated last year
• neelnanda-io / Crosscoders
  ☆44Updated 7 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆95Updated 3 weeks ago