Alternatives and similar repositories for InterpBench

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

• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆42Updated last year
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆31Updated 4 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆59Updated last year
• 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…
  ☆28Updated last year
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 5 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆56Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆78Updated 3 months ago
• jacobdunefsky / llm-steering-opt
  Tools for optimizing steering vectors in LLMs.
  ☆14Updated 6 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆126Updated 8 months ago
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆25Updated 11 months ago
• curt-tigges / probity
  ☆19Updated 6 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆30Updated last year
• EleutherAI / delphi
  Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …
  ☆219Updated last week
• ejnnr / cupbearer
  A library for mechanistic anomaly detection
  ☆22Updated 9 months ago
• adamkarvonen / SAEBench
  ☆131Updated last week
• MaheepChaudhary / SAE-Ravel
  Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…
  ☆12Updated 9 months ago
• KihoPark / linear_rep_geometry
  ☆108Updated 8 months ago
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆20Updated 9 months ago
• neelnanda-io / Crosscoders
  ☆55Updated 11 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆136Updated 4 months ago
• Butanium / nnterp
  Unified access to Large Language Model modules using NNsight
  ☆52Updated last week
• amack315 / unsupervised-steering-vectors
  ☆36Updated last year
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆66Updated last year
• clarifying-EM / model-organisms-for-EM
  Code repo for the model organisms and convergent directions of EM papers.
  ☆33Updated last month
• Butanium / tiny-activation-dashboard
  A tiny easily hackable implementation of a feature dashboard.
  ☆15Updated last week
• DanielSc4 / Dynamic-Activation-Composition
  Materials for "Multi-property Steering of Large Language Models with Dynamic Activation Composition"
  ☆13Updated 11 months ago
• efarrell1 / train_sparse_autoencoder
  Trains Sparse Autoencoders based on outputs from language models
  ☆11Updated last year
• redwoodresearch / Easy-Transformer
  ☆127Updated last year
• JoshEngels / SAE-Dark-Matter
  Code for our paper "Decomposing The Dark Matter of Sparse Autoencoders"
  ☆24Updated 8 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆83Updated 11 months ago