apartresearch / interpretability-starter
🧠 Starter templates for doing interpretability research
☆67Updated last year
Alternatives and similar repositories for interpretability-starter:
Users that are interested in interpretability-starter are comparing it to the libraries listed below
- Mechanistic Interpretability Visualizations using React☆235Updated 2 months ago
- Tools for studying developmental interpretability in neural networks.☆85Updated last month
- ☆207Updated 5 months ago
- we got you bro☆35Updated 7 months ago
- Mechanistic Interpretability for Transformer Models☆49Updated 2 years ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paper☆114Updated 2 years ago
- ☆57Updated 3 months ago
- ☆122Updated 2 weeks ago
- Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).☆183Updated 2 months ago
- Resources from the EleutherAI Math Reading Group☆52Updated this week
- Steering vectors for transformer language models in Pytorch / Huggingface☆88Updated last week
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆206Updated last year
- ☆120Updated last year
- Open source replication of Anthropic's Crosscoders for Model Diffing☆40Updated 4 months ago
- ☆26Updated 10 months ago
- ☆26Updated last year
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"☆72Updated 2 years ago
- Sparse and discrete interpretability tool for neural networks☆59Updated last year
- ☆262Updated last year
- ☆58Updated this week
- ☆84Updated 2 weeks ago
- A curated list of awesome resources for Artificial Intelligence Alignment research☆69Updated last year
- ☆110Updated 6 months ago
- Erasing concepts from neural representations with provable guarantees☆223Updated last month
- ☆153Updated this week
- Code and Data Repo for the CoNLL Paper -- Future Lens: Anticipating Subsequent Tokens from a Single Hidden State☆18Updated last year
- Utilities for the HuggingFace transformers library☆64Updated 2 years ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆186Updated 9 months ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"☆71Updated last year
- Code associated to papers on superposition (in ML interpretability)☆28Updated 2 years ago