Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, the World’s Largest and Most Powerful Generative Language Model
We are excited to introduce the DeepSpeed- and Megatron-powered Megatron-Turing Natural Language Generation model (MT-NLG), the largest and the most powerful monolithic transformer language model trained to date, with 530 billion parameters. It is the…
AI at Scale: Behind the Scenes | OD382
What if you could eliminate the barriers to accelerate innovation? The possibilities for your organization are only limited by the imagination. In this virtual “whiteboard” session David Carmona, GM, AI & Innovation Marketing gives you…
Precision agriculture uses computer science to make farms more efficient and reduce climate change
On an 8,000-acre family farm in Eastern Washington, Microsoft Research helps deploy precision agriculture, putting AI and powerful data analysis tools in the hands of an eighth-generation farmer, enabling him to adapt to climate extremes…
CIKM 2021 Tutorial on Large Scale Information Extraction with Privacy Aware Constraints
In this digital age, people spend a significant portion of their lives online and this has led to an explosion of personal data from users and their activities. Typically, this data is private and no-body…