Earlier quoted context omitted.
Yeah... They are using a single-core 13W measurement to project out. For a 64x parallelization - no mention of any overhead due to parallelization or power needs of the supporting hardware. This is a key quote for me (page 12 of the PDF): > The 1.3B parameter model, where L = 24 and d = 2048, has a projected runtime of 42ms, and a throughput of 23.8 tokens per second. e.g. 64 x 13.67W = 874 Watts to run a 1.3B model…
When you multiply by 64 you also get 64 times more tokens per second!! Your math is wrong.
Re: Researchers run high-performing LLM on the energy needed to power a lightbulb
#71When you multiply by 64 you also get 64 times more tokens per second!! Your math is wrong.