They expose the signals LLMOps needs to understand serving behavior.
MODEL SERVINGADVANCED LLMOPS
Inference Server Responsibilities
Inference servers load models, schedule requests, manage batching, KV cache and token generation.
The serving layer exports active sequences, queue wait, cache pressure and decode throughput.
Can the platform observe scheduler-level health, not just HTTP status?
REMEMBERThe inference server is the runtime engine of self-hosted LLMOps.
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