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Working notes on production machine-learning systems — diffusion inference, GPU infrastructure, and the distance between a published method and what actually ships.
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Narcis.ai: Production ML Systems Engineering
Production systems built through deep understanding and minimal complexity — infrastructure foundations, a two-stage diffusion pipeline, and what it takes to run face-identity generation live.
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