Alternatives and similar repositories for sparsify

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

• saprmarks / dictionary_learning
  ☆367Updated 3 months ago
• decoderesearch / SAELens
  Training Sparse Autoencoders on Language Models
  ☆1,075Updated last week
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆231Updated 11 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆284Updated last year
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆707Updated this week
• openai / sparse_autoencoder
  ☆549Updated last year
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆302Updated 11 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆286Updated 2 years ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆255Updated last year
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆549Updated 3 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 …
  ☆228Updated this week
• stanfordnlp / pyvene
  Stanford NLP Python library for understanding and improving PyTorch models via interventions
  ☆834Updated last month
• adamkarvonen / SAEBench
  ☆136Updated 2 weeks ago
• jacobdunefsky / transcoder_circuits
  ☆189Updated last year
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆132Updated 2 years ago
• Prisma-Multimodal / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).
  ☆323Updated 4 months ago
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆385Updated last year
• saprmarks / feature-circuits
  ☆196Updated last month
• neelnanda-io / Crosscoders
  ☆57Updated last year
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆306Updated 5 months ago
• Dakingrai / awesome-mechanistic-interpretability-lm-papers
  ☆216Updated last year
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆195Updated last year
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆216Updated last year
• collin-burns / discovering_latent_knowledge
  ☆283Updated last year
• goodfire-ai / r1-interpretability
  Open source interpretability artefacts for R1.
  ☆163Updated 7 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆130Updated 9 months ago
• callummcdougall / ARENA_2.0
  Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
  ☆232Updated 3 months ago
• alan-cooney / transformer-from-scratch
  Decoder only transformer, built from scratch with PyTorch
  ☆31Updated 2 years ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆24Updated last month
• OpenMOSS / Language-Model-SAEs
  Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.
  ☆164Updated last week