Carnator: Fast Text-to-Video Generation with Generation-Native Compatibility-Guided Cross-Request Reuse
Across three text-to-video backbones, Carnator consistently achieves higher cache-hit end-to-end acceleration than the evaluated cross-request baselines despite more selective cache acceptance, reaching up to 2.17 times speedup while maintaining competitive generation quality.
Xing-Kun Yin, Xue-Bin Tang, Ming-Kun Xu et al.
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