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  "articleDate": "2026-11-01",
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  "copyright": "Meituan LongCat; reproduced in context for attributed review; no open image license asserted.",
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      "alt": "指标看板",
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      "alt": "图 1：原生分辨率视觉离散化：将不同分辨率的图像编码为离散 token 序列，并通过视觉解码器重建图像。",
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      "alt": "图 2：视觉与文本 embedding 的 t-SNE 对比。右图为平均激活参数约 3B 的 MoE 模型上的验证结果。",
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