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feat: GaLore support #29512

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kristaller486 opened this issue Mar 7, 2024 · 2 comments · Fixed by #29588
Closed

feat: GaLore support #29512

kristaller486 opened this issue Mar 7, 2024 · 2 comments · Fixed by #29588
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Feature request Request for a new feature

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@kristaller486
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Feature request

Support for the GaLore training strategy, which allows full-weights training of 7B models on consumer 24Gb cards like RTX 4090.

Arxiv: https://arxiv.org/abs/2403.03507
Implementation: https://github.com/jiaweizzhao/GaLore

Motivation

This is another step towards democratizing LLM. And it's awesome!

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I am teapot
@amyeroberts amyeroberts added the Feature request Request for a new feature label Mar 7, 2024
@amyeroberts
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cc @pacman100 @younesbelkada

@younesbelkada
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Stay tuned ! #29588 should be landing soon

@younesbelkada younesbelkada mentioned this issue Mar 19, 2024
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FEAT / Optim: Add GaLore optimizer younesbelkada/transformers
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@amyeroberts @younesbelkada @kristaller486