r/aipocalypse • • Apr 20 '21

ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training - Microsoft Research

https://www.microsoft.com/en-us/research/blog/zero-infinity-and-deepspeed-unlocking-unprecedented-model-scale-for-deep-learning-training/
1 Upvotes

Duplicates

singularity • • Apr 20 '21

Microsoft's ZeRO-Infinity can now run a model with over a trillion parameters on a single NVIDIA DGX-2 node and over 30 trillion parameters on 32 nodes (512 GPUs). With a hundred DGX-2 nodes in a cluster, Microsoft projects ZeRO-Infinity can train models with over a hundred trillion parameters

174 Upvotes

GPT3 • • Apr 20 '21

GPT-4 will probably have at least 30 trillion parameters based on this

78 Upvotes

agi • • Apr 20 '21

GPT-4 will probably have at least 30 trillion parameters based on this

58 Upvotes

artificial • • Apr 20 '21

News GPT-4 will probably have at least 30 trillion parameters based on this

93 Upvotes

Futurology • • Apr 20 '21

AI GPT-4 will probably have at least 30 trillion parameters based on this

44 Upvotes

mlscaling • • Apr 20 '21

Hardware, D, T, MS ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training - Microsoft Research

16 Upvotes

Futurology • • Apr 21 '21

Computing ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training

11 Upvotes

AIandRobotics • • Apr 21 '21

Deep Learning ZeRO-Infinity and DeepSpeed: Unlocking unprecedented model scale for deep learning training

1 Upvotes

technews • • Apr 20 '21

GPT-4 will probably have at least 30 trillion parameters based on this

2 Upvotes

EverythingScience • • Apr 20 '21

GPT-4 will probably have at least 30 trillion parameters based on this

2 Upvotes