An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
☆68May 12, 2024Updated 2 years ago
Alternatives and similar repositories for sparse-dictionary-learning
Users that are interested in sparse-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:
- ☆141Oct 28, 2023Updated 2 years ago
- Find context neurons in Pythia models.☆13Jun 13, 2023Updated 3 years ago
- Clustered Compositional Embeddings☆13Oct 25, 2023Updated 2 years ago
- ☆12Sep 16, 2024Updated last year
- Using sparse coding to find distributed representations used by neural networks.☆311Nov 10, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆26Dec 20, 2023Updated 2 years ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆30Feb 6, 2026Updated 6 months ago
- Sparse Autoencoder for Mechanistic Interpretability☆304Jul 20, 2024Updated 2 years ago
- ☆601Jul 19, 2024Updated 2 years ago
- Training Sparse Autoencoders on Language Models☆1,518Updated this week
- Implementation of Contrastive Neuron Attribution for behavioral detection and steering.☆37Jun 1, 2026Updated 2 months ago
- PyTorch implementation for Neural Additive Models☆25Dec 2, 2020Updated 5 years ago
- Measuring the Impact of Early-2025 AI on Experienced Open-Source Developer Productivity: https://metr.org/blog/2025-07-10-early-2025-ai-e…☆17Feb 23, 2026Updated 6 months ago
- Tools for exploring Transformer neuron behaviour, including input pruning and diversification.☆11Jun 6, 2023Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆1,081Mar 6, 2024Updated 2 years ago
- ☆11Aug 15, 2023Updated 3 years ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆307Jan 22, 2026Updated 7 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆21Jan 19, 2025Updated last year
- A library for mechanistic anomaly detection☆22Jan 9, 2025Updated last year
- ☆63Oct 3, 2024Updated last year
- Implementation for the PHM paper at ICLR'21☆12Mar 1, 2023Updated 3 years ago
- Implementations of various linear RNN layers using pytorch and triton☆55Aug 4, 2023Updated 3 years ago
- Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization☆11Nov 29, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆12Mar 7, 2024Updated 2 years ago
- ☆14Jul 13, 2025Updated last year
- PERM GaussianKG☆10Nov 24, 2021Updated 4 years ago
- A simple app that combines Ace Editor and RevealJS. You can write markdown on the left, and preview your presentation on the right.☆12Mar 17, 2021Updated 5 years ago
- Repository for ICLR'23 Long-tailed Learning Requires Feature Learning☆10Feb 22, 2023Updated 3 years ago
- Build a Docker container to build, train and deploy fast.ai based Deep Learning models with Amazon SageMaker☆13Dec 15, 2018Updated 7 years ago
- Ἀνατομή is a PyTorch library to analyze representation of neural networks☆13Jan 31, 2024Updated 2 years ago
- ☆115Aug 8, 2024Updated 2 years ago
- Visualization tool for CUB-200-2011 part keypoints (Wah et al.).☆10Sep 17, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ✨个人的python代码库（部分）。🌈包涵python基础、各类主流自然语言处理工具接口调用，Keras&Tensortflow实战，数据分析、爬虫等☆13Mar 17, 2022Updated 4 years ago
- superquadrics based grasping☆13Dec 4, 2018Updated 7 years ago
- Example of an autoencoder set up for spectrograms, using Theano and Lasagne☆12Jan 13, 2016Updated 10 years ago
- A long-horizon, sparse-reward math environment for reinforcement learning. Official code repo for "What makes Math problems hard for rein…☆36Aug 11, 2025Updated last year
- ☆18Jul 9, 2025Updated last year
- Official implementation for "Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning"☆12Jun 20, 2025Updated last year
- Code for lin-RFM used for sparse recovery tasks☆17Mar 13, 2025Updated last year