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By leveraging sparsity, we could make significant strides towards establishing large-good quality NLP models although at the same time cutting down Vitality consumption. For that reason, MoE emerges as a robust prospect for long term scaling endeavors.II-C Attention in LLMs The attention system computes a representation with the input sequences by