Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"LLM Training"”.
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Efficient LLM training and inference with contextual sparsity
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01
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Understanding LLM Communictaion
The training of modern Large Language Models (LLMs) requires distributed computing across Graphics Processing Unit (GPU) clusters, where network communication efficiency critically impacts performance and cost. Existing profiling tools provide either high-level metrics or low-level timing data, but …
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Methodologies, Architectures, and Prototypes for Scaling On- and Off-Chip Interconnects
… for machine learning workloads. I first present LLMCompass-E2E, a comprehensive framework for modeling large-scale distributed LLM training performance. I then explore the potential of emerging co-packaged silicon photonic interconnects by proposing an optically connected multi-stack HBM module …