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Comment by tgrowazay

LLM speed is roughly <memory_bandwidth> / <model_size> tok/s.

DDR4 tops out about 27Gbs

DDR5 can do around 40Gbs

So for 70B model at 8 bit quant, you will get around 0.3-0.5 tokens per second using RAM alone.

parent tgrowazay 8 months ago

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