JoshEngels / MultiDimensionalFeaturesLinks
Code for reproducing our paper "Not All Language Model Features Are Linear"
☆83Updated last year
Alternatives and similar repositories for MultiDimensionalFeatures
Users that are interested in MultiDimensionalFeatures are comparing it to the libraries listed below
Sorting:
- Sparse Autoencoder Training Library☆56Updated 9 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆238Updated last week
- A library for efficient patching and automatic circuit discovery.☆88Updated last month
- Open source replication of Anthropic's Crosscoders for Model Diffing☆63Updated last year
- ☆74Updated last year
- ☆91Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- Function Vectors in Large Language Models (ICLR 2024)☆190Updated 9 months ago
- ☆99Updated last year
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆75Updated 7 months ago
- Universal Neurons in GPT2 Language Models☆30Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆45Updated last year
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆30Updated 3 months ago
- ☆112Updated 11 months ago
- ☆115Updated 11 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Updated 11 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆64Updated 5 months ago
- PyTorch and NNsight implementation of AtP* (Kramar et al 2024, DeepMind)☆20Updated last year
- PyTorch library for Active Fine-Tuning☆96Updated 4 months ago
- ☆23Updated last year
- Replicating O1 inference-time scaling laws☆92Updated last year
- ☆86Updated last month
- Code repo for the model organisms and convergent directions of EM papers.☆45Updated 4 months ago
- ☆137Updated last year
- ☆29Updated 3 months ago
- ☆33Updated last year
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆238Updated last year
- ☆205Updated 3 months ago