SMRTR TechJan 27, 2025Daily.dev

State of open video generation models in Diffusers

SMRTR summary

AI-generated video capabilities have advanced rapidly, with major tech companies and startups producing highly capable models. Open-source video generation has also surged, but faces challenges like high resource requirements, limited generalization, and inference latency. Recent models use 3D video tokens and architectures like DiT, with memory optimizations allowing some to run on consumer hardware.

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