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Auto Quantization? #2

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KastanDay opened this issue Oct 11, 2023 · 0 comments
Open

Auto Quantization? #2

KastanDay opened this issue Oct 11, 2023 · 0 comments

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@KastanDay
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If a model hits an OOM error, we could try quantizing it for the user.

They can already specify quantization themselves, this is just an error-handling auto thing.

Cuda-OOM errors: If your model doesn't fit on our 4xA40 (48 GB) server we return an error. Coming soon, we should fallback to accelerate ZeRO stage-3 (CPU/Disk offload). And/or allow a flag for quantization, load_in_8bit=True or load_in_4bit=True.
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@KastanDay