Sparsify transformers with SAEs and transcoders
☆740Sep 14, 2026Updated this week
Alternatives and similar repositories for sparsify
Users that are interested in sparsify 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☆1,538Updated this week
- 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
- ☆602Jul 19, 2024Updated 2 years ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆275Feb 27, 2026Updated 6 months ago
- ☆428Aug 21, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆187May 1, 2026Updated 4 months ago
- Sparse Autoencoder Training Library☆58May 1, 2025Updated last year
- Sparse Autoencoder for Mechanistic Interpretability☆306Jul 20, 2024Updated 2 years ago
- ☆225Oct 14, 2025Updated 11 months ago
- A library for mechanistic interpretability of GPT-style language models☆3,890Updated this week
- The nnsight package enables interpreting and manipulating the internals of deep learned models.☆1,105Updated this week
- Using sparse coding to find distributed representations used by neural networks.☆313Nov 10, 2023Updated 2 years ago
- ☆212Nov 17, 2024Updated last year
- A framework for training, analyzing, and visualizing sparse autoencoders and related interpretability methods☆228Sep 6, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆158Updated this week
- ☆111May 23, 2026Updated 3 months ago
- ☆141Oct 28, 2023Updated 2 years ago
- ☆62Nov 19, 2024Updated last year
- Mechanistic Interpretability Visualizations using React☆366Apr 30, 2026Updated 4 months ago
- Training code for Sparse Autoencoders on Embedding models☆40Jul 11, 2026Updated 2 months ago
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Mar 31, 2025Updated last year
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆899Mar 6, 2026Updated 6 months ago
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆94Nov 27, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- This repository collects all relevant resources about interpretability in LLMs☆404Nov 1, 2024Updated last year
- [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering☆85Jun 20, 2026Updated 2 months ago
- ☆32Apr 4, 2024Updated 2 years ago
- ☆26Aug 23, 2025Updated last year
- Code to reproduce key results accompanying "SAEs (usually) Transfer Between Base and Chat Models"☆13Jul 18, 2024Updated 2 years ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆67Oct 27, 2024Updated last year
- ☆297Oct 1, 2024Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆163Feb 21, 2025Updated last year
- Code for our paper "Decomposing The Dark Matter of Sparse Autoencoders"☆23Feb 6, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)☆67Jul 24, 2025Updated last year
- A tiny easily hackable implementation of a feature dashboard.☆18Oct 21, 2025Updated 10 months ago
- Tools for understanding how transformer predictions are built layer-by-layer☆612Aug 7, 2025Updated last year
- ☆20Apr 10, 2025Updated last year
- ☆74Jan 17, 2025Updated last year
- Sparse probing paper full code.☆68Dec 17, 2023Updated 2 years ago
- Open source interpretability artefacts for R1.☆183Apr 21, 2025Updated last year