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researcher

S. A. Jacobs

7 papers hereh-index 13823 citations30 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author4
  • last author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.DC3

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedZeRO++: Extremely Efficient Collective Communication for Giant Model Training

15 citations · 33 across the 7 of their papers we have counts for

collaborators
Showing 2023 · cs.DCShow all

1 paper · 2 filters

cs.DC2023★ 15 cited

ZeRO++: Extremely Efficient Collective Communication for Giant Model Training

Guanhua Wang, Heyang Qin, Sam Ade Jacobs +6

Zero Redundancy Optimizer (ZeRO) has been used to train a wide range of large language models on massive GPUs clusters due to its ease of use, efficiency, and good scalability. How…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.