Alternatives and similar repositories for SAEBench:

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

• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆46Updated last month
• hannamw / EAP-IG
  ☆17Updated last month
• jacobdunefsky / transcoder_circuits
  ☆53Updated 2 months ago
• EleutherAI / sae-auto-interp
  ☆135Updated this week
• EleutherAI / elk-generalization
  Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…
  ☆26Updated 7 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆28Updated 2 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆27Updated 7 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆35Updated 3 months ago
• saprmarks / feature-circuits
  ☆131Updated 3 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆38Updated 2 months ago
• saprmarks / geometry-of-truth
  ☆75Updated 5 months ago
• KihoPark / linear_rep_geometry
  ☆82Updated 11 months ago
• neelnanda-io / 1L-Sparse-Autoencoder
  ☆114Updated last year
• neelnanda-io / Crosscoders
  ☆21Updated last month
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆53Updated last year
• nrimsky / CAA
  Steering Llama 2 with Contrastive Activation Addition
  ☆113Updated 7 months ago
• jbloomAus / SAEDashboard
  ☆25Updated 2 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆78Updated last month
• ArthurConmy / Automatic-Circuit-Discovery
  ☆201Updated 3 months ago
• KoyenaPal / future-lens
  Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State
  ☆18Updated last year
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆62Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆66Updated last month
• bartbussmann / BatchTopK
  Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)
  ☆19Updated 4 months ago
• redwoodresearch / Easy-Transformer
  ☆106Updated 5 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆176Updated last month
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆18Updated 9 months ago
• amack315 / unsupervised-steering-vectors
  ☆28Updated 8 months ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆207Updated last year
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆120Updated 5 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆13Updated last month