Living definition
What is KServe LLMInferenceService?
MLOps & AI Infrastructure Compute & Web Infra
- As of
- 2026-07-22
- Revision
- 2026-07-22.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
LLMInferenceService is a KServe resource, separate from its predictive-model resource type, purpose-built for generative-AI serving. It wraps a single-process inference engine and adds Kubernetes-native orchestration on top — multi-node model sharding, autoscaling, and cache-aware request routing — turning one inference process into a horizontally distributed service exposed through a standard API.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-07-22, verified readiness is 49 (claimed 55, reported 54, gap 6) — Strong evidence strength; current signals suggest Wait for stronger evidence.
The readiness fact belongs to the canonical Readiness Verdict for KServe LLMInferenceService.
Dataset approval
Human editorial release
pragma.vision editorial — standing authorization (operator dev@soft.house, 2026-07-17)
- Dataset
- 2026-07-22.1
- Hash
- sha256:2bf83ba8fe86d0c871510bbef8b13d2db675e4d9efe9c64fe0e754acb6688534
- Approved
- 2026-07-22