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Open-weight models let enterprises download trained weights and fine-tune them on proprietary data, unlike closed models like Anthropic's Claude. Fine-tuning Qwen3-VL-2B for CAD reconstruction raised accuracy from 6.6% to 82.1%. An EnterpriseLab study matched GPT-4o performance with Qwen3-8B at one-eighth to one-tenth the inference cost.
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