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llm-d: Kubernetes Native Distributed InferencingDevConf.US 20252025-09-19
llm-d serves LLMs by marrying VLM-style inference with Kubernetes: it implements continuous batching to pack per-step token work, manages massive KV cache page…
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Optimizing vLLM Performance through QuantizationRay Summit 20242024-09-30
vLLM adds practical quantization paths — activation quantization (FP8/INT8) and weight-only (W4/W8) — plus conversion kernels Marlin and Machete and a repo of…
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