Re:Petals: Run 100B+ language models at home bit-torrent style
by KaoruAoiShiho on Monday January 02, 2023 @10:14AM
(#34218726)
What are the speeds of other existing methods?
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Re:Petals: Run 100B+ language models at home bit-torrent style
by borzunov on Monday January 02, 2023 @02:15PM
(#34222309)
Theoretical best-case for RAM offloading is 5.5 sec/token, for SSD offloading - 22 sec/token. Implementations we've tested are not faster than 10 sec/token though. See details in our paper: https://arxiv.org/pdf/2209.01188.pdf