Locally-hosted open models frequently botch function calls in ways cloud APIs hide. This post diagnoses every failure mode and walks through the concrete reliability stack — constrained decoding, correct chat templates, validate-retry loops, and measurement — that actually fixes it.
Function-Calling
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Making Tool Calling Reliable on Local Models