By leveraging sparsity, we can make considerable strides towards establishing substantial-high quality NLP models even though concurrently lessening energy use. As a result, MoE emerges as a robust prospect for long run scaling endeavors.II-C Interest in LLMs The attention mechanism computes a illustration in the input sequences by relating various