ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters - Microsoft Research
ZeRO & DeepSpeed: New system optimizations enable training mod…
Feb 10, 2020
MicrosoftAlexis Hagen
ZeRO & Fastest BERT: Increasing the scale and speed of deep learning training in DeepSpeed
1:05:09
ZeRO & Fastest BERT: Increasing the scale and speed of deep learni…
Aug 6, 2020
Microsoft
14K views · 178 reactions | Microsoft systems researchers and engineers release Zero Redundancy Optimizer (ZeRO) and DeepSpeed library, a system able to train 100-billion-parameter deep learning models. Learn more about the breakthrough and how it led to Turing Natural Language Generation: https://aka.ms/AA79z36 | Microsoft Research | Facebook
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14K views · 178 reactions | Microsoft systems researchers and engineer…
14.8K views2 weeks ago
FacebookMicrosoft Research
33K views · 247 reactions | Announcing ZeRO-2 from Microsoft, new memory optimizations in DeepSpeed for training large-scale deep learning models. DeepSpeed trains 100B parameter models 10x faster than state-of-the-art. Learn how DeepSpeed sets a BERT training record: https://aka.ms/AA8i33u | Microsoft Research | Facebook
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33K views · 247 reactions | Announcing ZeRO-2 from Microso…
33.9K views2 weeks ago
FacebookMicrosoft Research
DeepSpeed ZeRO++: A leap in speed for LLM and chat model training with 4X less communication
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DeepSpeed ZeRO++: A leap in speed for LLM and chat model trai…
Jun 22, 2023
MicrosoftBrenda Potts
10K views · 180 reactions | With just a few lines of code changes in PyTorch, DeepSpeed can optimize for performance challenges in deep learning model training. Join the team for a webinar to see how these minimal changes lead to faster training speeds at larger scales. Register now: https://aka.ms/AA9skqf | Microsoft Research | Facebook
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10K views · 180 reactions | With just a few lines of code changes in Py…
10.8K views1 month ago
FacebookMicrosoft Research
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