[KongchangAI]
Unverified50% confidenceFactExact time

CUDA VRAM is a separate memory pool on an NVIDIA GPU managed by the driver; once allocated it is not automatically returned to other processes, so when two model processes request VRAM one after the other, if the one that loads first does not explicitly release it or clear the cache, the later one will hit out of memory or be forced to use a tiny batch size.

1
Sources
50%
Confidence
Long-term
Relevance
10/18/2026
First Seen

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