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BudgetPix提出一种计算自适应tokenization框架，通过熵引导四叉树和多尺度patch embedder根据视觉复杂度动态分配计算预算，仅用25%计算量即可匹配现有像素空间扩散模型的生成质量。
TenStrip/10Eros-Max is an experimental AI model that modifies the MiniMax H3 base model by transferring learned patterns from LTX 2.3, Wan 2.2, and Krea 2 video and image diffusion models using orthogonal projection, enhancing aesthetic and motion character while preserving core video and audio capabilities.