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Rafael Vasquez

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Fast Inference, Furious Scaling: Leveraging VLLM With KServeAI_dev Europe 20252025-08-28
vLLM claims to cut KV cache memory waste from 60–80% to about 4% by using vLLM paged attention, plus continuous batching and custom CUDA kernels to boost…
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Fast Inference, Furious Scaling: Leveraging VLLM With KServeOpen Source Summit North America 20252025-06-23
vLLM claims major inference gains by cutting KV‑cache waste from roughly 60–80% down to ~4% using PagedAttention, plus speedups from continuous batching and…
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Consume and Serve Using Caikit and ModelMeshAI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Caikit provides a runtime-and-module toolkit with ready data models and a GitHub template that wraps Hugging Face pipelines into simple REST/gRPC endpoints and…
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Workshop: Prompt Engineering with WatsonxAI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Hands-on walkthrough of Watsonx Prompt Lab that shows live edits beating guesswork: swap models (flan_ul2, Llama 2, StarCoder), raise max tokens to avoid…
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What's New, ModelMesh? Model Serving at ScaleOpen AI + Data Forum @ Open Source Summit North America 20232023-05-10
KServe’s ModelMesh serves as a Kubernetes multi-model backend that hosts 60,000 models managed while keeping only about 5,000 in memory, using a distributed…
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