AI Experiments

Assorted experiments I made with large AI models.

Contents

• faiss - Experiments with FAISS, a library for efficient similarity search and clustering of dense vectors.
• alexandria - Experiments with the Alexandria Index. Specifically, two arXiv datasets, embedding 2.25 million papers' abstracts and titles into 784-dimensional float32 vectors, using the Instruct-XL model.