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Do DeepSeek function calls behave consistently across local inference engines?

Magdalena Malinowska 58 16 Oct 2026

I’m testing DeepSeek models locally and getting different results from different inference engines. The model can produce a tool call in one setup, but in another it sometimes returns ordinary text that looks like a call instead.

For people who have compared local runtimes, how consistent is DeepSeek function calling across engines? Are the differences usually down to chat templates, parser support, or the specific model build?


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