dit7ya / awesome-ai-alignment
A curated list of awesome resources for Artificial Intelligence Alignment research
β70Updated last year
Alternatives and similar repositories for awesome-ai-alignment
Users that are interested in awesome-ai-alignment are comparing it to the libraries listed below
Sorting:
- π§ Starter templates for doing interpretability researchβ70Updated last year
- datasets from the paper "Towards Understanding Sycophancy in Language Models"β75Updated last year
- we got you broβ35Updated 9 months ago
- Tools for studying developmental interpretability in neural networks.β89Updated 3 months ago
- Keeping language models honest by directly eliciting knowledge encoded in their activations.β202Updated this week
- Machine Learning for Alignment Bootcampβ72Updated 3 years ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spacesβ91Updated last year
- β132Updated 6 months ago
- A dataset of alignment research and code to reproduce itβ77Updated last year
- Mechanistic Interpretability Visualizations using Reactβ245Updated 4 months ago
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.β211Updated last year
- β223Updated 7 months ago
- Experiments with representation engineeringβ11Updated last year
- β27Updated last year
- Machine Learning for Alignment Bootcamp (MLAB).β29Updated 3 years ago
- ControlArena is a suite of realistic settings, mimicking complex deployment environments, for running control evaluations. This is an alpβ¦β57Updated this week
- Redwood Research's transformer interpretability toolsβ14Updated 3 years ago
- Mechanistic Interpretability for Transformer Modelsβ50Updated 2 years ago
- A puzzle to learn about promptingβ128Updated 2 years ago
- Notebooks accompanying Anthropic's "Toy Models of Superposition" paperβ121Updated 2 years ago
- β68Updated last year
- β167Updated last month
- A collection of different ways to implement accessing and modifying internal model activations for LLMsβ16Updated 6 months ago
- A library for efficient patching and automatic circuit discovery.β64Updated 3 weeks ago
- Steering vectors for transformer language models in Pytorch / Huggingfaceβ100Updated 2 months ago
- β114Updated 9 months ago
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from eβ¦β26Updated 11 months ago
- Delphi was the home of a temple to Phoebus Apollo, which famously had the inscription, 'Know Thyself.' This library lets language models β¦β172Updated this week
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"β78Updated 2 years ago
- β73Updated 2 months ago