Alternatives and similar repositories for sparsity-artifacts-crosscoders

Users that are interested in sparsity-artifacts-crosscoders are comparing it to the libraries listed below

• clarifying-EM / model-organisms-for-EM
  Code repo for the model organisms and convergent directions of EM papers.
  ☆40Updated 2 months ago
• Nix07 / finetuning
  This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…
  ☆28Updated last month
• KihoPark / linear_rep_geometry
  ☆112Updated 10 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆55Updated 7 months ago
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆82Updated 4 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆43Updated last year
• mcleish7 / gemstone-scaling-laws
  Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)
  ☆30Updated 2 months ago
• taufeeque9 / codebook-features
  Sparse and discrete interpretability tool for neural networks
  ☆65Updated last year
• jiahai-feng / binding-iclr
  ☆16Updated last year
• adamkarvonen / SAE_BoardGameEval
  ☆23Updated 10 months ago
• gregorbachmann / Next-Token-Failures
  ☆107Updated last year
• jmerullo / lm_vector_arithmetic
  ☆36Updated 2 years ago
• epfml / schedules-and-scaling
  Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"
  ☆86Updated last year
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆84Updated last year
• formll / resolving-scaling-law-discrepancies
  ☆20Updated last month
• bartbussmann / matryoshka_sae
  ☆55Updated 11 months ago
• janphilippfranken / sami
  Self-Supervised Alignment with Mutual Information
  ☆20Updated last year
• tml-epfl / why-weight-decay
  Why Do We Need Weight Decay in Modern Deep Learning? [NeurIPS 2024]
  ☆69Updated last year
• noanabeshima / matryoshka-saes
  ☆25Updated last year
• wesg52 / universal-neurons
  Universal Neurons in GPT2 Language Models
  ☆31Updated last year
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆45Updated 2 years ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated last year
• MadryLab / datamodels-data
  Data for "Datamodels: Predicting Predictions with Training Data"
  ☆97Updated 2 years ago
• matchten / LoRA-Models-for-SAEs
  Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"
  ☆17Updated 8 months ago
• apple / ml-reversal-blessing
  ☆17Updated 4 months ago
• IdoAmos / not-from-scratch
  ☆33Updated last year
• tdooms / bilinear-decomposition
  Official repo for the paper "Bilinear MLPs enable weight-based mechanistic interpretability".
  ☆24Updated 4 months ago
• bilal-chughtai / rep-theory-mech-interp
  ☆27Updated 2 years ago
• RobertCsordas / onion_representations
  ☆12Updated last year
• tim-lawson / mlsae
  Multi-Layer Sparse Autoencoders (ICLR 2025)
  ☆27Updated 10 months ago