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Speed Always Wins: A Survey on Efficient Architectures for Large Language Models https://arxiv.org/abs/2508.0983 https://github.com/weigao266/Awesome-Efficient-Arch https://arxiviq.substack.com/p/speed-always-wins-a-survey-on-efficient