

Matryoshka Embeddings with Aditya Kusupati, Zach Nussbaum, and Zain Hasan - Weaviate Podcast #89!
10 snips Feb 20, 2024
Join the 89th Weaviate Podcast on Matryoshka Embeddings with Aditya Kusupati, Zach Nussbaum, and Zain Hasan. Learn about challenges in training Matryoshka embeddings, experiences building embeddings API, Aditya's research on differentiable ANN indexes, and more!
Chapters
Transcript
Episode notes
1 2 3 4 5 6 7 8
Introduction
00:00 • 2min
Exploring Matrioshka Embeddings for Efficient Model Usage
01:55 • 3min
Adaptive Search and Approximate Neighbors
04:57 • 7min
Fine-tuning Models with Matryoshka Embeddings
12:23 • 24min
Exploring the Replicability and Open Sourcing of Embedding Models
36:11 • 5min
Exploring High-Dimensional Embeddings and Visualization
40:54 • 23min
Exploring Advanced Data Representation and Indexing Techniques in AI
01:03:39 • 5min
Exploring Future Trends in Multi-Modal Embeddings and Adaptive Systems
01:08:52 • 3min