[KongchangAI]
Unverified50% confidenceFactExact time

In Ray Serve, the num_gpus in @serve.deployment(ray_actor_options={"num_gpus": 0.25}) is a logical resource quota declared to the scheduler, and at most 4 actor replicas can reside simultaneously on one GPU.

1
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen

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