PAIR-code / interpretabilityLinks
PAIR.withgoogle.com and friend's work on interpretability methods
☆205Updated last week
Alternatives and similar repositories for interpretability
Users that are interested in interpretability are comparing it to the libraries listed below
Sorting:
- Utilities for the HuggingFace transformers library☆72Updated 2 years ago
- ☆242Updated last year
- Repository for research in the field of Responsible NLP at Meta.☆202Updated 4 months ago
- A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.☆105Updated 2 years ago
- ☆127Updated last year
- The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.☆179Updated 3 years ago
- ☆276Updated last year
- ☆81Updated 7 months ago
- Interpretability for sequence generation models 🐛 🔍☆438Updated 2 weeks ago
- Evaluate interpretability methods on localizing and disentangling concepts in LLMs.☆54Updated 11 months ago
- Aligning AI With Shared Human Values (ICLR 2021)☆299Updated 2 years ago
- Tools for understanding how transformer predictions are built layer-by-layer☆530Updated last month
- Materials for EACL2024 tutorial: Transformer-specific Interpretability☆60Updated last year
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆92Updated last year
- Experiments with representation engineering☆13Updated last year
- How do transformer LMs encode relations?☆53Updated last year
- A library for efficient patching and automatic circuit discovery.☆77Updated 2 months ago
- The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…☆97Updated 4 years ago
- Mechanistic Interpretability Visualizations using React☆289Updated 9 months ago
- Inspecting and Editing Knowledge Representations in Language Models☆116Updated 2 years ago
- ☆123Updated last year
- CausalGym: Benchmarking causal interpretability methods on linguistic tasks☆47Updated 10 months ago
- Steering vectors for transformer language models in Pytorch / Huggingface☆124Updated 7 months ago
- ☆64Updated 2 years ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models …☆213Updated last week
- NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers☆41Updated 7 months ago
- ☆26Updated 7 months ago
- ☆173Updated 10 months ago
- Erasing concepts from neural representations with provable guarantees☆237Updated 8 months ago
- ☆109Updated 7 months ago