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FreeToken, an edge-native MoE serving engine from UC Berkeley and UT Austin researchers, runs the 753B-parameter GLM-5.2 on a single workstation GPU. The engine targets individual developers and small teams facing datacenter-class serving costs, leveraging over a hundred million consumer machines with discrete GPUs.
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