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Hugging Face

State of open video generation models in Diffusers

Read the full articleState of open video generation models in Diffusers on Hugging Face

What Happened

State of open video generation models in Diffusers

Our Take

look, the open video space is just a huge dump of poorly optimized checkpoints. 'State of the art' means nothing if the models require 80GB of VRAM just to run a 4-second clip. diffusers makes the plumbing easier, sure, but it doesn't fix the fundamental computational bottleneck. we're drowning in demos, but few actually have production-grade, fast, and cost-effective pipelines.

What To Do

Benchmark several open video models against your specific hardware constraints to determine real-world performance limits.

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