JoshEngels / MultiDimensionalFeaturesLinks
Code for reproducing our paper "Not All Language Model Features Are Linear"
☆80Updated 10 months ago
Alternatives and similar repositories for MultiDimensionalFeatures
Users that are interested in MultiDimensionalFeatures are comparing it to the libraries listed below
Sorting:
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆215Updated this week
- Sparse Autoencoder Training Library☆54Updated 5 months ago
- A library for efficient patching and automatic circuit discovery.☆77Updated 2 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆134Updated 3 months ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆59Updated 11 months ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆72Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆125Updated 7 months ago
- Universal Neurons in GPT2 Language Models☆30Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆180Updated 5 months ago
- ☆72Updated last year
- ☆23Updated 8 months ago
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆92Updated 10 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
- ☆142Updated 3 weeks ago
- ☆91Updated last year
- PyTorch library for Active Fine-Tuning☆93Updated last week
- ☆109Updated 7 months ago
- ☆71Updated last month
- Multi-Layer Sparse Autoencoders (ICLR 2025)☆25Updated 7 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆28Updated last year
- ☆85Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆41Updated last year
- Sparse and discrete interpretability tool for neural networks☆63Updated last year
- ☆100Updated last year
- ☆106Updated 7 months ago
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- Replicating O1 inference-time scaling laws☆90Updated 10 months ago
- [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers☆73Updated 3 months ago
- ☆187Updated 2 months ago
- Code release for "Debating with More Persuasive LLMs Leads to More Truthful Answers"☆117Updated last year