Abstract: For large language models (LLMs), increasing token lengths require smaller batch sizes due to increase in memory requirement for KV caching, leading to under-utilization of processing units ...
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Abstract: Large Language Models (LLMs) have demonstrated unprecedented generative performance across a wide range of applications. While recent heterogeneous architectures attempt to address the ...
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