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Can a Nvidia 4070 ti with 12gb run medium model?

Open jeveloper opened this issue 1 year ago • 4 comments

Apologies for this silly question but as someone fairly new to ML. Would this just fail due to allocation of memory.

Can resizable bar help with the lack of memory on this GPU?

Thank you kindly.

jeveloper avatar Jun 19 '23 22:06 jeveloper

It's running on my 1070 with 8gb VRAM, so definitely

donaldanixon avatar Jun 20 '23 00:06 donaldanixon

@ResidentChief Oh thank you, do you know why specifying a bigger model requires 16gb or more. Is there particular bottleneck that does occur? in README it seems to be pretty clear about memory on GPU.

Thanks

jeveloper avatar Jun 20 '23 01:06 jeveloper

I think they are referring to the large model which has over twice the parameters and thus twice the vram

On Tue, 20 Jun 2023 at 13:39, Serge Bornow @.***> wrote:

@ResidentChief https://github.com/ResidentChief Oh thank you, do you know why specifying a bigger model requires 16gb or more. Is there particular bottleneck that does occur? in README it seems to be pretty clear about memory on GPU.

Thanks

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donaldanixon avatar Jun 20 '23 02:06 donaldanixon

I was able to run large on 3060, may be because of the drivers.

olamedia avatar Jun 28 '23 23:06 olamedia