Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Tool
Poultry Barn Mapping
A repository for training models from high-resolution aerial imagery and a dataset of predicted poultry barns across the United States.
Tool
Solar Farms Mapping
The Solar Farms Mapping release is an artificial intelligence dataset for solar energy locations in India – a spatially explicit machine learning model to map utility-scale solar projects across India using freely available satellite imagery.
Tool
FLUTE
FLUTE (Federated Learning Utilities for Testing and Experimentation) is a platform for conducting high-performance federated learning simulations.
Microsoft Research Blog
DeepSpeed: Advancing MoE inference and training to power next-generation AI scale
In the last three years, the largest trained dense models have increased in size by over 1,000 times, from a few hundred million parameters to over 500 billion parameters in Megatron-Turing NLG 530B (MT-NLG). Improvements…
Project
AI meets PL
In this area of research, we broadly explore combining machine learning and program synthesis in various ways. This is an umbrella project that has spawned several projects exploring applications of such a combination in different…