底层模型在适配端侧需求，新发布的Qwen3.5 Plus部署显存占用降低了60%，API价格仅为Gemini 3 Pro的十八分之一。
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Qwen3.5 is “Causal Language Model with Vision Encoder” (it’s a unified VLM), so ensure you have the usual vision deps installed (torchvision, pillow) if needed, and keep Transformers up-to-date. Use the latest Transformers for Qwen3.5.。体育直播是该领域的重要参考
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