Aaquib111 / edge-attribution-patching
Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
☆30Updated 10 months ago
Alternatives and similar repositories for edge-attribution-patching:
Users that are interested in edge-attribution-patching are comparing it to the libraries listed below
- A library for efficient patching and automatic circuit discovery.☆62Updated last month
- ☆25Updated this week
- ☆115Updated 8 months ago
- ☆216Updated 6 months ago
- ☆157Updated this week
- Open source replication of Anthropic's Crosscoders for Model Diffing☆49Updated 5 months ago
- Sparse Autoencoder Training Library☆47Updated 5 months ago
- ☆81Updated last week
- Algebraic value editing in pretrained language models☆64Updated last year
- ☆91Updated 4 months ago
- ☆82Updated 8 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆25Updated last year
- Sparse probing paper full code.☆56Updated last year
- ☆91Updated 2 months ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆11Updated 2 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆166Updated this week
- Steering Llama 2 with Contrastive Activation Addition☆137Updated 10 months ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆43Updated 6 months ago
- ☆121Updated last year
- ☆34Updated last month
- Using sparse coding to find distributed representations used by neural networks.☆230Updated last year
- Official Code for our paper: "Language Models Learn to Mislead Humans via RLHF""☆10Updated 6 months ago
- ☆12Updated 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…☆26Updated 10 months ago
- ☆30Updated 2 months ago
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆71Updated last month
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spaces☆91Updated last year
- ☆67Updated last month
- Steering vectors for transformer language models in Pytorch / Huggingface☆94Updated last month
- General-purpose activation steering library☆56Updated 3 months ago