vllm – Experimental News Clipping Site

Cloud Blog: How Baseten achieves 225% better cost-performance for AI inference (and you can too)

Sep 4, 2025

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Source URL: https://cloud.google.com/blog/products/ai-machine-learning/how-baseten-achieves-better-cost-performance-for-ai-inference/ Source: Cloud Blog Title: How Baseten achieves 225% better cost-performance for AI inference (and you can too) Feedly Summary: Baseten is one of a growing number of AI infrastructure providers, helping other startups run their models and experiments at speed and scale. Given the importance of those two factors to its customers,…

The Cloudflare Blog: How we built the most efficient inference engine for Cloudflare’s network

Aug 27, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://blog.cloudflare.com/cloudflares-most-efficient-ai-inference-engine/ Source: The Cloudflare Blog Title: How we built the most efficient inference engine for Cloudflare’s network Feedly Summary: Infire is an LLM inference engine that employs a range of techniques to maximize resource utilization, allowing us to serve AI models more efficiently with better performance for Cloudflare workloads. AI Summary and Description:…

Cloud Blog: vLLM Performance Tuning: The Ultimate Guide to xPU Inference Configuration

Aug 25, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/topics/developers-practitioners/vllm-performance-tuning-the-ultimate-guide-to-xpu-inference-configuration/ Source: Cloud Blog Title: vLLM Performance Tuning: The Ultimate Guide to xPU Inference Configuration Feedly Summary: Additional contributors include Hossein Sarshar, Ashish Narasimham, and Chenyang Li. Large Language Models (LLMs) are revolutionizing how we interact with technology, but serving these powerful models efficiently can be a challenge. vLLM has rapidly become…

Cloud Blog: Rightsizing LLM Serving on vLLM for GPUs and TPUs

Aug 19, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/topics/developers-practitioners/rightsizing-llm-serving-on-vllm-for-gpus-and-tpus/ Source: Cloud Blog Title: Rightsizing LLM Serving on vLLM for GPUs and TPUs Feedly Summary: Additional contributors include Hossein Sarshar and Ashish Narasimham. Large Language Models (LLMs) are revolutionizing how we interact with technology, but serving these powerful models efficiently can be a challenge. vLLM has rapidly become the primary choice for…

Simon Willison’s Weblog: Open weight LLMs exhibit inconsistent performance across providers

Aug 15, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://simonwillison.net/2025/Aug/15/inconsistent-performance/ Source: Simon Willison’s Weblog Title: Open weight LLMs exhibit inconsistent performance across providers Feedly Summary: Artificial Analysis published a new benchmark the other day, this time focusing on how an individual model – OpenAI’s gpt-oss-120b – performs across different hosted providers. The results showed some surprising differences. Here’s the one with the…

Cloud Blog: Scalable AI starts with storage: Guide to model artifact strategies

Aug 14, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/topics/developers-practitioners/scalable-ai-starts-with-storage-guide-to-model-artifact-strategies/ Source: Cloud Blog Title: Scalable AI starts with storage: Guide to model artifact strategies Feedly Summary: Managing large model artifacts is a common bottleneck in MLOps. Baking models into container images leads to slow, monolithic deployments, and downloading them at startup introduces significant delays. This guide explores a better way: decoupling your…

Cloud Blog: Start and scale your apps faster with improved container image streaming in GKE

Aug 13, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/containers-kubernetes/improving-gke-container-image-streaming-for-faster-app-startup/ Source: Cloud Blog Title: Start and scale your apps faster with improved container image streaming in GKE Feedly Summary: In today’s fast-paced cloud-native world, the speed at which your applications can start and scale is paramount. Faster pod startup times mean quicker responses to user demand, more efficient resource utilization, and a…

Cloud Blog: Google is a Leader in the 2025 Gartner® Magic Quadrant™ for Container Management

Aug 12, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/containers-kubernetes/2025-gartner-magic-quadrant-for-container-management-leader/ Source: Cloud Blog Title: Google is a Leader in the 2025 Gartner® Magic Quadrant™ for Container Management Feedly Summary: We’re excited to share that Gartner has recognized Google as a Leader for the third year in a row in the 2025 Gartner® Magic Quadrant™ for Container Management, based on its Completeness of…

Cloud Blog: Run OpenAI’s new gpt-oss model at scale with Google Kubernetes Engine

Aug 11, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/containers-kubernetes/run-openais-new-gpt-oss-model-at-scale-with-gke/ Source: Cloud Blog Title: Run OpenAI’s new gpt-oss model at scale with Google Kubernetes Engine Feedly Summary: It’s exciting to see OpenAI contribute to the open ecosystem with the release of their new open weights model, gpt-oss. In keeping with our commitment to provide the best platform for open AI innovation, we’re…

Cloud Blog: Announcements for AI Hypercomputer: The latest infrastructure news for ML practitioners

Aug 5, 2025

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Kurt Seifried

in Uncategorized

Source URL: https://cloud.google.com/blog/products/ai-machine-learning/q2-2025-ai-hypercomputer-updates/ Source: Cloud Blog Title: Announcements for AI Hypercomputer: The latest infrastructure news for ML practitioners Feedly Summary: Curious about the latest in AI infrastructure from Google Cloud? Every three months we share a roundup of the latest AI Hypercomputer news, resources, events, learning opportunities, and more. Read on to learn new ways…

Tag: vllm