Alternatives and similar repositories for automated-interpretability

Users that are interested in automated-interpretability are comparing it to the libraries listed below

• hijohnnylin / neuronpedia-scorer
  ☆17Updated last year
• ckkissane / sae-transfer
  Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"
  ☆12Updated last year
• jbloomAus / SAEDashboard
  ☆64Updated this week
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆54Updated 3 months ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆57Updated 9 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
• LoryPack / LLM-LieDetector
  Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"
  ☆72Updated last year
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆18Updated 6 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆77Updated 8 months ago
• google / belief-localization
  This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…
  ☆61Updated 2 years ago
• callummcdougall / sae-exercises-mats
  ☆23Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆73Updated 2 weeks ago
• tilde-research / activault
  Engine for collecting, uploading, and downloading model activations
  ☆20Updated 4 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆28Updated last month
• amack315 / unsupervised-steering-vectors
  ☆32Updated last year
• msakarvadia / AttentionLens
  Interpretating the latent space representations of attention head outputs for LLMs
  ☆34Updated 11 months ago
• bilal-chughtai / rep-theory-mech-interp
  ☆26Updated 2 years ago
• montemac / activation_additions
  Algebraic value editing in pretrained language models
  ☆65Updated last year
• casmlab / NPHardEval
  Repository for NPHardEval, a quantified-dynamic benchmark of LLMs
  ☆57Updated last year
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 6 months ago
• saprmarks / geometry-of-truth
  ☆89Updated last year
• JacobPfau / fillerTokens
  ☆67Updated last year
• hamishivi / EasyLM
  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…
  ☆75Updated 11 months ago
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆128Updated 2 years ago
• zeyuyun1 / TransformerVis
  ☆43Updated 3 years ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆112Updated last month
• clarifying-EM / model-organisms-for-EM
  Code repo for the model organisms and convergent directions of EM papers.
  ☆21Updated 2 weeks ago
• 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
• callummcdougall / sae_visualizer
  ☆28Updated last year
• r-three / RAD
  Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
  ☆44Updated last year