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running open-source LLMs in production is a WHOLE different game than your local notebook demos work great until you hit real traffic, variable latency, and surprise scaling costs that destroy your budget if you want to actually ship AI products (not just prototypes) you need inference that holds up under real load… comment "nebius" and i'll send you the link to check out nebius token factory - managed inference built for production #ai #machinelearning #build #aiengineering #inference