MathyAIwithMike

Discover LiteAttention, a groundbreaking technique that dramatically accelerates AI video generation using Diffusion Transformers. By exploiting the temporal coherence of attention sparsity, LiteAttention identifies and skips unimportant video segments early on, eliminating redundant computations. This approach achieves up to 42% sparsity without sacrificing video quality, outperforming existing optimization methods. Built on FlashAttention3 and optimized for NVIDIA H100 GPUs, LiteAttention offers a production-ready solution that significantly reduces runtime and opens new possibilities for sequential AI tasks beyond video.