Reports a streaming pipeline with asymmetric CUDA pipelining and batched MLLM amortization that sustains 27.4 fps at 512x512 on RTX 3090 Ti for oil-painting stylization.
FluencyVE: Marrying temporal- aware mamba with bypass attention for video editing,
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Video-Rate Streaming Stylization on a Vision-Aware MLLM-Conditioned Edit Diffusion: Asymmetric Batched Inference on a Distilled UNet + MLLM Text Encoder
Reports a streaming pipeline with asymmetric CUDA pipelining and batched MLLM amortization that sustains 27.4 fps at 512x512 on RTX 3090 Ti for oil-painting stylization.