Polymorphic Inference: self-tuning inference for open models
TL;DR
Models, traffic and chips are constantly changing. Polymorphic Inference adapts to each, and Together Compiler uses AI agents to keep production inference tuned. Models, traffic and chips are constantly changing. Polymorphic Inference adapts to each, and Together Compiler uses AI agents to keep production inference tuned.
Nauti's Take
For teams dealing with changing models and traffic patterns, automated inference tuning sounds plausible. Before adopting it, run a focused load test to verify whether the compiler agents measurably reduce cost or latency, and clarify which data, hardware choices, and operational controls become tied to Together AI.
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