An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"
☆62May 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:
- ☆135Oct 28, 2023Updated 2 years ago
- Find context neurons in Pythia models.☆13Jun 13, 2023Updated 2 years ago
- This is the code corresponding to our publication introducing ConvDecoder with physics-based regularization (CD+r) for MRI☆10Feb 6, 2026Updated 3 months ago
- Open source repro of "Towards Monosemanticity"☆33May 6, 2024Updated 2 years ago
- Clustered Compositional Embeddings☆13Oct 25, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆12Sep 16, 2024Updated last year
- Using sparse coding to find distributed representations used by neural networks.☆304Nov 10, 2023Updated 2 years ago
- ☆26Dec 20, 2023Updated 2 years ago
- Sparse Autoencoder for Mechanistic Interpretability☆296Jul 20, 2024Updated last year
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆30Feb 6, 2026Updated 3 months ago
- Sparsify transformers with SAEs and transcoders☆720Apr 27, 2026Updated 3 weeks ago
- Training Sparse Autoencoders on Language Models☆1,375Updated this week
- PyTorch implementation for Neural Additive Models☆25Dec 2, 2020Updated 5 years ago
- The official codebase for "Experiential Reinforcement Learning" - https://arxiv.org/pdf/2602.13949v1☆68May 8, 2026Updated last week
- 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.
- ☆24Jun 30, 2025Updated 10 months ago
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..☆305Jan 22, 2026Updated 4 months ago
- ☆17Jun 10, 2024Updated last year
- ☆12Aug 15, 2023Updated 2 years ago
- FeatureAlignment = Alignment + Mechanistic Interpretability☆35Mar 8, 2025Updated last year
- ☆1,080Mar 6, 2024Updated 2 years ago
- Tidy autoregressive inference in JAX☆15Sep 1, 2025Updated 8 months ago
- Repository for the paper: "TiC-LM: A Web-Scale Benchmark for Time-Continual LLM Pretraining" ACL Oral 2025☆24Apr 19, 2026Updated last month
- A library for mechanistic anomaly detection☆22Jan 9, 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.
- Implementations of various linear RNN layers using pytorch and triton☆55Aug 4, 2023Updated 2 years ago
- Code repository for the paper "Mission: Impossible Language Models."☆56Sep 25, 2025Updated 7 months ago
- TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition☆32Feb 5, 2026Updated 3 months ago
- Implementation for the PHM paper at ICLR'21☆13Mar 1, 2023Updated 3 years ago
- Python package for evaluating model calibration in classification☆20Nov 12, 2019Updated 6 years ago
- The official implementation of HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization☆19Mar 7, 2025Updated last year
- ☆14Jul 13, 2025Updated 10 months ago
- ☆12Mar 7, 2024Updated 2 years ago
- Official Pytorch implementation of Chromatic Graph Transformers☆10Jun 14, 2023Updated 2 years 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.
- ☆34Oct 21, 2025Updated 7 months ago
- Ἀνατομή is a PyTorch library to analyze representation of neural networks☆13Jan 31, 2024Updated 2 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
- Label shift experiments☆17Dec 3, 2020Updated 5 years ago
- codes and plots for "Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs"☆11Dec 30, 2024Updated last year
- ☆107Aug 8, 2024Updated last year
- A long-horizon, sparse-reward math environment for reinforcement learning. Official code repo for "What makes Math problems hard for rein…☆35Aug 11, 2025Updated 9 months ago