Tag: workload characteristics
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Cloud Blog: vLLM Performance Tuning: The Ultimate Guide to xPU Inference Configuration
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…
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Cloud Blog: Rightsizing LLM Serving on vLLM for GPUs and TPUs
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…