MedSage is an intelligent study companion designed specifically for medical students. It provides syllabus-aligned answers with textbook citations, personalized study plans, and offline support to ...
Abstract: Recent large language models (LLMs) face increasing inference latency as input context length and model size grow. Retrieval-augmented generation (RAG) exacerbates this by significantly ...
In an effort to work faster, our devices store data from things we access often so they don’t have to work as hard to load that information. This data is stored in the cache. Instead of loading every ...
Abstract: Serverless edge computing (SEC) provides low-latency, resource-efficient deep learning (DL) services but faces a significant cold start time due to the loading of large DL models. Existing ...
Oaken is an accleration solution that achieves high accuracy and high performance simultaneously through co-designing algorithm and hardware, leveraging online ...
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