15 times Faster than Llama 2: Introducing DeciLM – NAS-Generated LLM with Variable GQA 1. Introduction As the deep learning community continues to push the boundaries of Large Language Models (LLMs), the computational demands of these models have surged exponentially for both training and inference. This escalation has not only led to increased costs and energy consumption but also introduced barr
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