Alternatives and similar repositories for sparsify

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

• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆958Updated this week
• saprmarks / dictionary_learning
  ☆341Updated 3 weeks ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆262Updated last year
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆219Updated 8 months ago
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆655Updated last week
• openai / sparse_autoencoder
  ☆517Updated last year
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆285Updated 8 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 …
  ☆208Updated last week
• ArthurConmy / Automatic-Circuit-Discovery
  ☆240Updated 11 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆267Updated last year
• stanfordnlp / pyvene
  Stanford NLP Python library for understanding and improving PyTorch models via interventions
  ☆803Updated last week
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆127Updated last year
• adamkarvonen / SAEBench
  ☆121Updated last month
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆524Updated last month
• jacobdunefsky / transcoder_circuits
  ☆166Updated 9 months ago
• saprmarks / feature-circuits
  ☆185Updated last month
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆306Updated last month
• neelnanda-io / Crosscoders
  ☆54Updated 9 months ago
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆373Updated 10 months ago
• callummcdougall / ARENA_2.0
  Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
  ☆225Updated last month
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆198Updated 10 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆264Updated 3 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆123Updated 6 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆191Updated 9 months ago
• alan-cooney / transformer-from-scratch
  Decoder only transformer, built from scratch with PyTorch
  ☆31Updated last year
• goodfire-ai / r1-interpretability
  Open source interpretability artefacts for R1.
  ☆158Updated 4 months ago
• collin-burns / discovering_latent_knowledge
  ☆276Updated last year
• justinchiu / openlogprobs
  Extract full next-token probabilities via language model APIs
  ☆247Updated last year
• marin-community / marin
  Open-source framework for the research and development of foundation models.
  ☆419Updated this week
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆49Updated last year