Qwen3.5 hits Lunar Lake NPU wall

This is the real state of local AI on “AI PCs” right now: the hardware story is ahead of the software story. Lunar Lake can expose usable AI silicon on Linux, but getting mainstream local LLM tools to actually target it is still messy.

• –Qwen3.5 itself is not the bottleneck; the model family is openly available in smaller sizes that fit the kind of local inference setup this user wants.
• –Fedora discussion around Intel AI Boost says Lunar Lake’s NPU 4000 is officially supported on Linux at the driver and OpenVINO stack level, which means the platform plumbing is emerging.
• –Ollama’s published hardware support page documents Intel GPU acceleration on Linux through Vulkan, but does not present Intel NPU acceleration as a standard supported path.
• –Intel’s own ecosystem points more toward OpenVINO and IPEX-LLM for Intel-specific acceleration, so users chasing NPU usage may need Intel-native tooling rather than stock Ollama.