Tag: model serving

Infrastructure Requirements for Serving Large Language Models in Production

Infrastructure Requirements for Serving Large Language Models in Production

Serving large language models in production requires specialized hardware, smart software, and careful cost planning. This guide breaks down what you actually need - from VRAM and GPUs to quantization and scaling - to run LLMs reliably at scale.

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