dmbeaglehole / neural_controllersLinks
Code for steering and monitoring with concepts vectors in LLMs. https://arxiv.org/abs/2502.03708
☆19Updated 5 months ago
Alternatives and similar repositories for neural_controllers
Users that are interested in neural_controllers are comparing it to the libraries listed below
Sorting:
- Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature☆175Updated 6 months ago
- A fast, effective data attribution method for neural networks in PyTorch☆227Updated last year
- `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.☆100Updated last week
- ☆80Updated 3 years ago
- Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".☆108Updated 2 years ago
- Efficient empirical NTKs in PyTorch☆22Updated 3 years ago
- ☆112Updated 11 months ago
- Model Zoos published at the NeurIPS 2022 Dataset & Benchmark track: "Model Zoos: A Dataset of Diverse Populations of Neural Network Model…☆57Updated 3 months ago
- Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"☆20Updated 2 years ago
- ☆32Updated last year
- ☆132Updated 2 years ago
- Code for the paper "The Journey, Not the Destination: How Data Guides Diffusion Models"☆25Updated 2 years ago
- ☆241Updated last year
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated 2 months ago
- A simple PyTorch implementation of influence functions.☆92Updated last year
- Influence Analysis and Estimation - Survey, Papers, and Taxonomy☆84Updated last year
- This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).☆52Updated last year
- NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers☆42Updated 10 months ago
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- AI Logging for Interpretability and Explainability🔬☆138Updated last year
- ☆29Updated 11 months ago
- ☆244Updated last year
- ☆103Updated 2 years ago
- ☆13Updated 2 years ago
- An Open Source Implementation of Anthropic's Paper: "Towards Monosemanticity: Decomposing Language Models with Dictionary Learning"☆50Updated last year
- ☆140Updated last week
- ☆63Updated 3 years ago
- [ICLR 2025] General-purpose activation steering library☆133Updated 3 months ago
- ☆202Updated 2 months ago
- Using sparse coding to find distributed representations used by neural networks.☆290Updated 2 years ago