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Memory to fine-tune 16B model? #23

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glicerico opened this issue Mar 26, 2023 · 0 comments
Open

Memory to fine-tune 16B model? #23

glicerico opened this issue Mar 26, 2023 · 0 comments

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@glicerico
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I am trying to fine tune this model using deepspeed, as suggested in the README: https://github.com/salesforce/jaxformer#a100-fine-tune
I have tried on up to 4 x A100 with a total of 360GB of RAM, but every time my training crashes before starting, after the memory gets fully used (monitored with htop).
How much memory do I need to fine tune this?
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@glicerico