prefill bottlenecks on longer prompts on A6000

[tensorworks]

Thought I'd post a small recipe because a lot of threads ask similar things.

A couple things I'd check first. Before rebuilding anything, I'd test one clean baseline with Kimi and compare from there. Not glamorous advice, but repeatable baselines save a lot of time.