MobileLLM is a pioneering approach for optimizing language models (LLMs) for on-device applications, addressing challenges in deployment on mobile and edge devices. It introduces deep and narrow architectural configurations and efficient parameter use, resulting in notable performance gains within sub-billion parameter constraints.
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