bartbussmann / BatchTopKLinks
Implementation of the BatchTopK activation function for training sparse autoencoders (SAEs)
☆45Updated last month
Alternatives and similar repositories for BatchTopK
Users that are interested in BatchTopK are comparing it to the libraries listed below
Sorting:
- ☆40Updated 7 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆207Updated this week
- Sparse Autoencoder Training Library☆54Updated 3 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆58Updated 10 months ago
- ☆114Updated last month
- ☆67Updated 2 weeks ago
- ☆126Updated last year
- ☆104Updated 6 months ago
- ☆53Updated 9 months ago
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆77Updated 9 months ago
- ☆90Updated last year
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆129Updated 2 years ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆70Updated 2 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆27Updated last year
- ☆27Updated 2 years ago
- ☆15Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆177Updated 4 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from e…☆28Updated last year
- ☆122Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆214Updated 8 months ago
- ☆23Updated 7 months ago
- Official implementation of "BERTs are Generative In-Context Learners"☆32Updated 5 months ago
- PyTorch library for Active Fine-Tuning☆89Updated 6 months ago
- ☆184Updated last month
- Official repo for the paper "Weight-based Decomposition: A Case for Bilinear MLPs"☆22Updated 3 weeks ago
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆24Updated 6 months ago
- ☆17Updated last week
- A library for efficient patching and automatic circuit discovery.☆76Updated last month
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆40Updated last year