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Comment by jsheard

4 days ago

Those only gave each GPU a single PCIe lane though, since crypto mining barely needed to move any data around. If your application doesn't fit that mould then you'll need a much, much more expensive platform.

After you load the weights into the GPU and keep the KV cache there too, you don't need any other significant traffic.

  • Even in tensor parallel modes? I thought it could only work if you're fine stalling all but n GPU for n users at any given moments.