Together AI launches Compiler, auto-tuning inference overnight to match weeks of expert tuning

togethercompute · x · 2026-11-05

Together AI announced Together Compiler, its first step toward "Polymorphic Inference" — inference that adapts continuously as new models, traffic shapes, and hardware arrive, replacing the era of Static Inference tuned once for one model on one chip. A single overnight run can match or beat manual expert tuning that previously took weeks. The full vision and research roadmap come from SVPs of Research Simran Arora and Dan Fu.

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