hxiao: inference overfitting is real, Together Compiler hillclimbs TPS on task token distributions

simran_s_arora · x · 2026-11-05

Reacting to the Together Compiler launch, hxiao says his earlier call holds: inference overfitting is happening — you can brutally hillclimb tokens-per-second based on downstream task token distributions. He credits Together for sharing that mindset and executing it well, optimizing inference in real time.

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