ckkissane / crosscoder-model-diff-replicationLinks
Open source replication of Anthropic's Crosscoders for Model Diffing
☆63Updated last year
Alternatives and similar repositories for crosscoder-model-diff-replication
Users that are interested in crosscoder-model-diff-replication are comparing it to the libraries listed below
Sorting:
- ☆58Updated last year
- 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
- Sparse Autoencoder Training Library☆56Updated 9 months ago
- ☆99Updated last year
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆163Updated 7 months ago
- Steering Llama 2 with Contrastive Activation Addition☆207Updated last year
- ☆142Updated last month
- ☆195Updated last year
- ☆205Updated 3 months ago
- ☆132Updated 2 years ago
- ☆137Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆83Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆140Updated 11 months ago
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆45Updated last year
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆238Updated last year
- ☆86Updated last month
- 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
- 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
- Attribution-based Parameter Decomposition☆33Updated 7 months ago
- Universal Neurons in GPT2 Language Models☆30Updated last year
- ☆36Updated last year
- Modified to support crosscoder training.☆25Updated 2 weeks ago
- Algebraic value editing in pretrained language models☆67Updated 2 years ago
- ☆115Updated 11 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆45Updated 4 months ago
- Performant framework for training, analyzing and visualizing Sparse Autoencoders (SAEs) and their frontier variants.☆175Updated last week
- Improving Steering Vectors by Targeting Sparse Autoencoder Features☆26Updated last year
- Function Vectors in Large Language Models (ICLR 2024)☆190Updated 9 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated 3 months ago