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Your Local LLM Isn't Bad at Tool Calling, Your Pipeline Is: Fixing Tool-Call Accuracy in vLLM

This story is from 2026-10-26. It is preserved in the archive; the latest stories are on the live feed.

Tuần trước team mình chuyển một agent nội bộ từ API thương mại sang self-host bằng vLLM với Qwen2.5-7B-Instruct. Benchmark chat thì ổn, nhưng vừa chạy production thì tool calling hỏng liên tục: model trả về JSON thiếu field, gọi tool không tồn tại, hoặc nhét tool call vào giữa đoạn text làm parser…

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  1. 2026-10-26 15:31 · DEV Community — AI
    Your Local LLM Isn't Bad at Tool Calling, Your Pipeline Is: Fixing Tool-Call Accuracy in vLLM

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