Alternatives and similar repositories for dictionary_learning

Users that are interested in dictionary_learning are comparing it to the libraries listed below

• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆290Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆238Updated last year
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆293Updated 2 years ago
• EleutherAI / sparsify
  Sparsify transformers with SAEs and transcoders
  ☆688Updated last week
• adamkarvonen / SAEBench
  ☆143Updated last month
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆320Updated last year
• ArthurConmy / Automatic-Circuit-Discovery
  ☆267Updated last year
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆132Updated 2 years ago
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆800Updated 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 …
  ☆241Updated last week
• saprmarks / feature-circuits
  ☆206Updated 3 months ago
• jacobdunefsky / transcoder_circuits
  ☆197Updated last year
• decoderesearch / SAELens
  Training Sparse Autoencoders on Language Models
  ☆1,193Updated this week
• openai / sparse_autoencoder
  ☆567Updated last year
• neelnanda-io / Crosscoders
  ☆58Updated last year
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated last year
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆337Updated 6 months ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆25Updated 3 weeks ago
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆567Updated 6 months ago
• redwoodresearch / Easy-Transformer
  ☆138Updated last year
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆230Updated last year
• stanfordnlp / pyvene
  Stanford NLP Python library for understanding and improving PyTorch models via interventions
  ☆857Updated last week
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆140Updated 11 months ago
• collin-burns / discovering_latent_knowledge
  ☆284Updated last year
• ARBORproject / arborproject.github.io
  ☆83Updated 11 months ago
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆66Updated 2 years ago
• ndif-team / nnterp
  Unified access to Large Language Model modules using NNsight
  ☆87Updated last week
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆33Updated 7 months ago
• KihoPark / linear_rep_geometry
  ☆115Updated 11 months ago
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆391Updated last year