frankaging / Interchange-Intervention-TrainingLinks
The codebase for Inducing Causal Structure for Interpretable Neural Networks
☆11Updated 4 years ago
Alternatives and similar repositories for Interchange-Intervention-Training
Users that are interested in Interchange-Intervention-Training are comparing it to the libraries listed below
Sorting:
- "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)☆89Updated 2 years 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…☆12Updated 11 months ago
- ☆51Updated 2 years ago
- ☆36Updated 3 years ago
- Align your LM to express calibrated verbal statements of confidence in its long-form generations.☆28Updated last year
- NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers☆42Updated 10 months ago
- ☆104Updated last year
- ☆40Updated last year
- Data for "Datamodels: Predicting Predictions with Training Data"☆97Updated 2 years ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆57Updated 2 months ago
- Compositional Explanations of Neurons, NeurIPS 2020 https://arxiv.org/abs/2006.14032☆26Updated 4 years ago
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- ☆32Updated last year
- The official repository for our paper "Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks". We…☆46Updated 2 years ago
- ☆63Updated 3 years ago
- Official code repository for Correct-N-Contrast☆23Updated 3 years ago
- Code for the ICLR 2021 Paper "In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness"☆13Updated 4 years ago
- Teaching Models to Express Their Uncertainty in Words☆39Updated 3 years ago
- [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors☆82Updated last year
- Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.☆55Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆106Updated 2 years ago
- https://arxiv.org/abs/2102.12594☆14Updated 2 years ago
- Code for preprint: Summarizing Differences between Text Distributions with Natural Language☆43Updated 2 years ago
- This repository includes code for the paper "Does Localization Inform Editing? Surprising Differences in Where Knowledge Is Stored vs. Ca…☆60Updated 2 years ago
- The code to reproduce CVPR 2021 paper "Towards Robust Classification Model by Counterfactual and Invariant Data Generation"☆17Updated 4 years ago
- Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet☆32Updated 2 years ago
- Landing page for MIB: A Mechanistic Interpretability Benchmark☆23Updated 4 months ago
- Code for Environment Inference for Invariant Learning (ICML 2021 Paper)☆51Updated 4 years ago
- ☆31Updated 2 years ago
- ☆25Updated last year