Unverified50% confidenceFactExact time
The actual physical VRAM allocation occurs on vLLM's Worker side, while the logical block pool and block table are established on the scheduler side.
1
Sources
50%
Confidence
Long-term
Relevance
9/10/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedvLLM adopts a scheduling-execution separation architecture, where the scheduling side is responsible for request management, sequence scheduling, and logical resource allocation, while the execution side is responsible for actual model inference and physical VRAM management.66% similarUnverifiedIn vLLM, each additional GPU adds one more TP Worker, which is responsible for scheduling and coordination across multiple GPUs rather than actual computation60% similarUnverifiedvLLM uses ZeroMQ (zmq) as the RPC framework in single-machine scenarios and leverages the Ray framework to manage multi-node workers in distributed scenarios.59% similarUnverifiedA two-stage cascade architecture (fast detector + VLM collaboration) is an engineering solution to the VLM real-time problem, making the overall pipeline usable by reducing the number of frames and regions that the VLM needs to process.58% similarUnverifiedControlNet technology enables structure-guided generation, such as keeping wall positions from a floor plan unchanged.58% similar
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