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How to Deploy LLMs in Production: vLLM, TGI, and Triton Inference Server

February 28, 2026
6 min read

Compare vLLM, TGI, and Triton for LLM serving in production. Learn deployment patterns, auto-scaling strategies, batching optimizations, and performance tuning techniques.

LLM deploymentvLLMinference optimizationproduction AIGPU infrastructure
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