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Vibration and noise are two interrelated terms in the field of mechanical engineering. Vibration is caused by unbalanced inertial forces and moments whereas noise is the result of such vibrations.
But the memory savings are large when training on videos, and it is likely worth it. On the 14B t2v model, by using fp8 transformer, AdamW8bitKahan optimizer, and offloading most of the blocks (e.g.