dit7ya / awesome-ai-alignmentLinks
A curated list of awesome resources for Artificial Intelligence Alignment research
ā73Updated 2 years ago
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:
- Keeping language models honest by directly eliciting knowledge encoded in their activations.ā215Updated this week
- š§ Starter templates for doing interpretability researchā74Updated 2 years ago
- Tools for studying developmental interpretability in neural networks.ā117Updated 5 months ago
- we got you broā36Updated last year
- Machine Learning for Alignment Bootcampā81Updated 3 years ago
- ā283Updated last year
- A dataset of alignment research and code to reproduce itā78Updated 2 years ago
- ā63Updated this week
- Erasing concepts from neural representations with provable guaranteesā239Updated 10 months ago
- ā27Updated 2 years ago
- Utilities for the HuggingFace transformers libraryā72Updated 2 years ago
- Experiments with representation engineeringā13Updated last year
- ā76Updated 2 years ago
- ā143Updated 4 months ago
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.ā234Updated 4 months ago
- ā316Updated last year
- Emergent world representations: Exploring a sequence model trained on a synthetic taskā197Updated 2 years ago
- Redwood Research's transformer interpretability toolsā14Updated 3 years ago
- datasets from the paper "Towards Understanding Sycophancy in Language Models"ā99Updated 2 years ago
- A puzzle to learn about promptingā135Updated 2 years ago
- ā260Updated last year
- Resources from the EleutherAI Math Reading Groupā54Updated 9 months ago
- Mechanistic Interpretability Visualizations using Reactā304Updated last year
- Investigating the generalization behavior of LM probes trained to predict truth labels: (1) from one annotator to another, and (2) from eā¦ā28Updated last year
- Mechanistic Interpretability for Transformer Modelsā53Updated 3 years ago
- LLM experiments done during SERI MATS - focusing on activation steering / interpreting activation spacesā100Updated 2 years ago
- RuLES: a benchmark for evaluating rule-following in language modelsā242Updated 9 months ago
- unofficial re-implementation of "Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets"ā81Updated 3 years ago
- ā133Updated last year
- A collection of different ways to implement accessing and modifying internal model activations for LLMsā19Updated last year