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
  ☆669Updated this week
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆189Updated 3 months ago
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆226Updated 8 months ago
• saprmarks / dictionary_learning
  ☆255Updated last month
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆233Updated 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 …
  ☆161Updated this week
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆224Updated last year
• openai / sparse_autoencoder
  ☆441Updated 8 months ago
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆518Updated this week
• ArthurConmy / Automatic-Circuit-Discovery
  ☆211Updated 5 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆121Updated last year
• saprmarks / feature-circuits
  ☆149Updated 2 weeks ago
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆327Updated 4 months ago
• andyrdt / refusal_direction
  Code and results accompanying the paper "Refusal in Language Models Is Mediated by a Single Direction".
  ☆192Updated 5 months ago
• jacobdunefsky / transcoder_circuits
  ☆61Updated 4 months ago
• adamkarvonen / SAEBench
  ☆71Updated this week
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆479Updated 9 months ago
• stanfordnlp / pyvene
  Stanford NLP Python library for understanding and improving PyTorch models via interventions
  ☆718Updated 3 weeks ago
• callummcdougall / ARENA_2.0
  Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
  ☆206Updated last year
• mcleish7 / arithmetic
  Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)
  ☆186Updated 9 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆129Updated 9 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆90Updated last month
• TransluceAI / observatory
  A toolkit for describing model features and intervening on those features to steer behavior.
  ☆162Updated 4 months ago
• soniajoseph / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision Transformers (ViTs).
  ☆214Updated last week
• google-deepmind / mishax
  ☆124Updated this week
• GraySwanAI / circuit-breakers
  Improving Alignment and Robustness with Circuit Breakers
  ☆190Updated 5 months ago
• EleutherAI / concept-erasure
  Erasing concepts from neural representations with provable guarantees
  ☆226Updated last month
• callummcdougall / ARENA_3.0
  ☆480Updated this week
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆40Updated 10 months ago
• redwoodresearch / Easy-Transformer
  ☆113Updated 7 months ago