Meta is building for the future of AI at every level — from hardware like MTIA v1, Meta’s first-generation AI inference accelerator to publicly released models like Llama 2, Meta’s next-generation large language model, as well as new generative AI tools like Code Llama. Delivering next-generation AI products and services at Meta’s scale also requires a next-generation infrastructure. The 2023 edition of Networking at Scale focused on how Meta’s engineers and researchers have been designing and operating the network infrastructure over the last several years for Meta’s AI workloads, including our numerous ranking and recommendation workloads and the immense Generative AI models. They cover
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