Alibaba's Qwen 3.8 27B is an Apache 2 licensed, vision-capable LLM that defaults to "xhigh" reasoning effort, causing excessive token usage and slow response times on consumer hardware. Testing on a MacBook Pro and NVIDIA DGX Spark via LM Studio showed the model produced strong results in SVG generation and bounding box detection, but the default setting led to a simple circle prompt taking several minutes. The reviewer recommends running the model on low or no reasoning levels initially.
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