ndif-team / nnsight

Related projects ⓘ

Alternatives and complementary repositories for nnsight

• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆469Updated this week
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆198Updated 4 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆188Updated last month
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆157Updated last month
• ai-safety-foundation / sparse_autoencoder
  Sparse Autoencoder for Mechanistic Interpretability
  ☆188Updated 4 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆184Updated last year
• EleutherAI / sae
  Sparse autoencoders
  ☆342Updated last week
• saprmarks / dictionary_learning
  ☆145Updated 3 weeks ago
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆288Updated 2 weeks ago
• saprmarks / feature-circuits
  ☆105Updated last month
• callummcdougall / ARENA_2.0
  Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.
  ☆200Updated 9 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆108Updated last year
• redwoodresearch / Easy-Transformer
  ☆98Updated 3 months ago
• EleutherAI / sae-auto-interp
  ☆107Updated this week
• callummcdougall / ARENA_3.0
  ☆351Updated this week
• timaeus-research / devinterp
  Tools for studying developmental interpretability in neural networks.
  ☆75Updated last week
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆430Updated 5 months ago
• openai / sparse_autoencoder
  ☆328Updated 4 months ago
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆97Updated 5 months ago
• stanfordnlp / pyvene
  Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions
  ☆641Updated 2 weeks ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆65Updated last month
• justinchiu / openlogprobs
  Extract full next-token probabilities via language model APIs
  ☆229Updated 8 months ago
• soniajoseph / ViT-Prisma
  ViT Prisma is a mechanistic interpretability library for Vision Transformers (ViTs).
  ☆179Updated this week
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆51Updated 11 months ago
• TransformerLensOrg / TransformerLens
  A library for mechanistic interpretability of GPT-style language models
  ☆1,592Updated this week
• collin-burns / discovering_latent_knowledge
  ☆253Updated 8 months ago
• EleutherAI / concept-erasure
  Erasing concepts from neural representations with provable guarantees
  ☆209Updated last week
• davidbau / baukit
  ☆170Updated 8 months ago
• jacobdunefsky / transcoder_circuits
  ☆44Updated this week
• Cadenza-Labs / sleeper-agents
  ☆10Updated 4 months ago