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Achieving over 2x speedups in video generation without sacrificing visual quality, Sol-Attn redefines the efficiency of sparse attention mechanisms.
Achieving softmax-level expressiveness at a fraction of the cost, SANA-Video 2.0 is 120x faster than its closest competitor while generating high-quality video.
Switching between autoregressive and diffusion modes allows Nemotron-Labs-Diffusion to achieve unprecedented throughput and efficiency in language modeling.
RoboDojo reveals that integrating simulation and real-world tasks can significantly enhance the evaluation of robot manipulation policies, bridging the gap between theoretical performance and practical deployment.
