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Michael Goin

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Accelerating Open-Source RL and Agentic Inference with vLLMOpen Agent Summit 20252025-10-21
vLLM is an open-source inference engine that uses paged KV caching and continuous batching to cut KV memory overhead and boost utilization for multi-turn…
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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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