☆428Aug 21, 2025Updated last year
Alternatives and similar repositories for dictionary_learning
Users that are interested in dictionary_learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Training Sparse Autoencoders on Language Models☆1,537Updated this week
- ☆187May 1, 2026Updated 4 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆275Updated this week
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,104Updated this week
- ☆225Oct 14, 2025Updated 11 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆275Feb 27, 2026Updated 6 months ago
- Sparsify transformers with SAEs and transcoders☆740Updated this week
- ☆26Aug 23, 2025Updated last year
- ☆212Nov 17, 2024Updated last year
- Sparse Autoencoder Training Library☆58May 1, 2025Updated last year
- ☆603Jul 19, 2024Updated 2 years ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆67Oct 27, 2024Updated last year
- Using sparse coding to find distributed representations used by neural networks.☆313Nov 10, 2023Updated 2 years ago
- A library for mechanistic interpretability of GPT-style language models☆3,884Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆111May 23, 2026Updated 3 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆306Jul 20, 2024Updated 2 years ago
- ☆141Oct 28, 2023Updated 2 years ago
- Mechanistic Interpretability Visualizations using React☆366Apr 30, 2026Updated 4 months ago
- ☆62Nov 19, 2024Updated last year
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆30Nov 20, 2024Updated last year
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆67Jul 24, 2025Updated last year
- ☆74Jan 17, 2025Updated last year
- Modified to support crosscoder training.☆29Jul 2, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A framework for training, analyzing, and visualizing sparse autoencoders and related interpretability methods☆228Sep 6, 2026Updated last week
- A curated reading list of research in Sparse Autoencoders, Feature Extraction and related topics in Mechanistic Interpretability☆33Jan 30, 2025Updated last year
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).☆390Jul 23, 2025Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆50May 31, 2024Updated 2 years ago
- Attribution-based Parameter Decomposition☆35Jun 11, 2025Updated last year
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆21Jan 19, 2025Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆94Nov 27, 2024Updated last year
- ☆33Nov 28, 2024Updated last year
- 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…☆14Jan 26, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆18Jul 9, 2025Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆58Oct 30, 2025Updated 10 months ago
- Code for 'The Linear Representation Hypothesis and the Geometry of Large Language Models' (ICML 2024)☆132Feb 11, 2025Updated last year
- Parameter Decomposition☆142Updated this week
- Unified access to Large Language Model modules using NNsight☆119Updated this week
- ☆26Jan 28, 2025Updated last year
- Applying SAEs for fine-grained control☆27Dec 15, 2024Updated last year