Alternatives and similar repositories for guarantees-based-mechanistic-interpretability

Users that are interested in guarantees-based-mechanistic-interpretability are comparing it to the libraries listed below

• harmonic-ai / datasets
  Harmonic Datasets
  ☆51Updated last year
• google-deepmind / mishax
  ☆143Updated 2 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 6 months ago
• cmu-l3 / llmlean
  LLMs + Lean, on your laptop or in the cloud
  ☆192Updated last month
• timaeus-research / devinterp
  Tools for studying developmental interpretability in neural networks.
  ☆114Updated 4 months ago
• jbloomAus / SAEDashboard
  ☆79Updated last month
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆60Updated last year
• cmu-l3 / ntptutorial-II
  Neural theorem proving tutorial, version II
  ☆39Updated last year
• amack315 / unsupervised-steering-vectors
  ☆36Updated last year
• Butanium / tiny-activation-dashboard
  A tiny easily hackable implementation of a feature dashboard.
  ☆15Updated last month
• oli-clive-griffin / crosscode
  A library for training crosscoders
  ☆12Updated 5 months 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
• koayon / atp_star
  PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)
  ☆20Updated 10 months ago
• anthropics / toy-models-of-superposition
  Notebooks accompanying Anthropic's "Toy Models of Superposition" paper
  ☆130Updated 3 years ago
• KihoPark / LLM_Categorical_Hierarchical_Representations
  ☆111Updated 9 months ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆84Updated 11 months ago
• ApolloResearch / apd
  Attribution-based Parameter Decomposition
  ☆31Updated 5 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 …
  ☆225Updated last week
• google-deepmind / dangerous-capability-evaluations
  ☆62Updated last month
• tilde-research / sieve
  Applying SAEs for fine-grained control
  ☆24Updated 11 months ago
• apartresearch / interpretability-starter
  🧠 Starter templates for doing interpretability research
  ☆75Updated 2 years ago
• neelnanda-io / Crosscoders
  ☆56Updated last year
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆80Updated 4 months ago
• genlm / llamppl
  Probabilistic programming with large language models
  ☆144Updated this week
• jacobdunefsky / llm-steering-opt
  Tools for optimizing steering vectors in LLMs.
  ☆14Updated 7 months ago
• Mech-Interp / PySvelte
  A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations
  ☆14Updated last year
• METR / RE-Bench
  ☆117Updated last month
• ejnnr / cupbearer
  A library for mechanistic anomaly detection
  ☆22Updated 10 months ago
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆129Updated 9 months ago
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆31Updated last year