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NVIDIA launches a series on AI Model Co-Design, starting with how model dimensions affect GPU performance, which the author says covers the 80/20 of inference optimization fundamentals.
NVIDIA introduces a series on AI Model Co-Design, explaining how model dimensions affect GPU performance and the trade-offs between throughput and interactivity for LLM deployment. The first post provides a practical primer on designing hardware-friendly LLMs to improve system throughput and user responsiveness.