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hard20 pts · first answer countsmodel-servingllm-inferenceperformance

Upper bound on single-stream speed

An 8B model in FP16 has 16 GB of weights. On a GPU with 3.35 TB/s memory bandwidth, what is the rough upper limit on decode speed for a single sequence (batch size 1)?

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