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Comments (5)

ben-bay avatar ben-bay commented on August 28, 2024

That's a good point. Definitely something we should support.

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Joematpal avatar Joematpal commented on August 28, 2024

Should as in currently do support? Or as in we should get to supporting it?

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WAUthethird avatar WAUthethird commented on August 28, 2024

Should as in currently do support? Or as in we should get to supporting it?

I would assume he means that it’ll be supported later. There is no multi-GPU support at the moment.

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Akababa avatar Akababa commented on August 28, 2024

I don't know if GPT-2 can be split across GPUs. Probably the best bet is to get quantization working or train a smaller model that uses less VRAM.

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bryanlyon avatar bryanlyon commented on August 28, 2024

Multi GPU cannot split a model like that without a LOT of work, instead multiGPU would be used to handle multiple inputs at once (not something that this project would benefit from).

Essentially using model-parallelism is much more difficult to implement than data-parallelism and neither would work terribly well with GPT-2 without some significant changes.

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