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Qwen3-Coder 30B on a Surface Laptop Ultra: run it on RTX Spark with Ollama

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

My Surface Laptop Ultra decodes short code replies from qwen3-coder:30b at 90.9 tokens a second , twice the 44.7 that Microsoft's Lenovo Yoga 9n review measured for Qwen3.8-27B on the same chip. Both laptops use NVIDIA's RTX Spark N1X with 64 GB of LPDDR5X-9400. I repeated that post's two benchmark…

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  1. 2026-10-26 20:13 · DEV Community — AI
    Qwen3-Coder 30B on a Surface Laptop Ultra: run it on RTX Spark with Ollama

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