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A single distilled model can outperform larger heterogeneous teachers by effectively integrating their strengths without interference.
Bridging disparate model families, Any-OPD achieves a 4.5% increase in performance while reducing model size by 80%.
JoyAI-Video-Edit achieves real-time video editing at 30 FPS while maintaining high fidelity and temporal consistency, outperforming traditional streaming editors.
Reducing sampling steps from 50 to just 8 without sacrificing quality could revolutionize how we approach generative modeling.
FlowAWR accelerates convergence in generative flow models by up to 5 times while ensuring superior alignment and quality under complex reward structures.
AnchorEdit achieves state-of-the-art performance in multi-turn image editing by maintaining subject identity across 10+ interactions, revolutionizing iterative design workflows.
Ultra Flash achieves real-time high-resolution video generation at unprecedented frame rates, pushing the boundaries of what鈥檚 possible in streaming video AI.
Unlock the full potential of your pretrained video diffusion models with a surprisingly simple four-stage post-training framework that drastically improves visual quality, temporal coherence, and instruction following.
Achieve real-time, synchronized audio-visual generation at 25 FPS by distilling a bidirectional diffusion model into a fast, autoregressive architecture, overcoming training instability with novel alignment and token handling techniques.
