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Huawei and Shanghai Jiao Tong University introduced HyperOffload, a compiler-assisted framework that reduces LLM peak device memory usage by up to 26%. The solution rethinks how data moves across AI hardware - maintaining performance while solving one of the field's core infrastructure challenges.
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