Alternatives and similar repositories for matryoshka_sae

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

• adamkarvonen / SAEBench
  ☆146Updated last month
• KihoPark / linear_rep_geometry
  ☆116Updated last year
• saprmarks / feature-circuits
  ☆206Updated 3 months ago
• ApolloResearch / e2e_sae
  Sparse Autoencoder Training Library
  ☆56Updated 9 months ago
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆47Updated 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 …
  ☆241Updated 2 weeks ago
• JoshEngels / MultiDimensionalFeatures
  Code for reproducing our paper "Not All Language Model Features Are Linear"
  ☆83Updated last year
• tim-lawson / mlsae
  Multi-Layer Sparse Autoencoders (ICLR 2025)
  ☆29Updated last week
• peterljq / Parsimonious-Concept-Engineering
  PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)
  ☆42Updated 3 weeks ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆57Updated 3 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆163Updated 7 months ago
• science-of-finetuning / crosscoder_learning
  Modified to support crosscoder training.
  ☆25Updated last week
• UFO-101 / auto-circuit
  A library for efficient patching and automatic circuit discovery.
  ☆88Updated last month
• slavachalnev / SAE-TS
  Improving Steering Vectors by Targeting Sparse Autoencoder Features
  ☆27Updated last year
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆293Updated 2 years ago
• ckkissane / crosscoder-model-diff-replication
  Open source replication of Anthropic's Crosscoders for Model Diffing
  ☆63Updated last year
• jonhue / activeft
  PyTorch library for Active Fine-Tuning
  ☆96Updated 4 months ago
• bartbussmann / BatchTopK
  Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)
  ☆60Updated 6 months ago
• IBM / activation-steering
  [ICLR 2025] General-purpose activation steering library
  ☆141Updated 4 months ago
• noanabeshima / matryoshka-saes
  ☆25Updated last year
• neelnanda-io / Crosscoders
  ☆58Updated last year
• milesaturpin / cot-unfaithfulness
  ☆51Updated 2 years ago
• 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 last year
• saprmarks / geometry-of-truth
  ☆99Updated last year
• adamkarvonen / dictionary_learning_demo
  ☆23Updated 5 months ago
• shehper / sparse-dictionary-learning
  An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
  ☆54Updated last year
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆191Updated 9 months ago
• jacobdunefsky / transcoder_circuits
  ☆197Updated last year
• steering-vectors / steering-vectors
  Steering vectors for transformer language models in Pytorch / Huggingface
  ☆140Updated 11 months ago
• efarrell1 / train_sparse_autoencoder
  Trains Sparse Autoencoders based on outputs from language models
  ☆11Updated last year