mlepori1 / NeuroSurgeon
NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers
☆39Updated last month
Alternatives and similar repositories for NeuroSurgeon:
Users that are interested in NeuroSurgeon are comparing it to the libraries listed below
- A library for efficient patching and automatic circuit discovery.☆56Updated 3 weeks ago
- ☆21Updated 2 weeks ago
- ☆38Updated last year
- ☆88Updated last month
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆40Updated 5 months ago
- ☆62Updated this week
- Sparse probing paper full code.☆55Updated last year
- Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"☆29Updated 9 months ago
- Sparse Autoencoder Training Library☆42Updated 4 months ago
- ☆60Updated 3 months ago
- ☆120Updated last year
- Simple and scalable tools for data-driven pretraining data selection.☆16Updated last month
- A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.☆69Updated this week
- ☆61Updated last year
- Steering vectors for transformer language models in Pytorch / Huggingface☆90Updated 2 weeks ago
- Experiments with representation engineering☆11Updated last year
- ☆61Updated 2 years ago
- Open source replication of Anthropic's Crosscoders for Model Diffing☆44Updated 4 months ago
- ☆65Updated 2 years ago
- ☆35Updated 2 years ago
- Steering Llama 2 with Contrastive Activation Addition☆125Updated 9 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 11 months ago
- ☆89Updated last year
- ☆80Updated 7 months ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆22Updated 9 months ago
- ☆28Updated 8 months ago
- How do transformer LMs encode relations?☆46Updated last year
- Algebraic value editing in pretrained language models☆63Updated last year