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Building the foundation for running extra-large language models

Apr 16, 2026Michelle Chen, Kevin Flansburg, Vlad Krasnov
Building the foundation for running extra-large language models
SummaryAI, from the source post

This post details the foundational work on hardware configurations and inference engine optimizations to support extra-large language models, including disaggregated prefill/decode, prompt caching, KV-cache optimization across GPUs, speculative decoding, and the Infire inference engine with multi-GPU support.

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