freetoken

FreeToken is an open-source Mixture-of-Experts inference engine that enables running very large language models on a single GPU by leveraging system RAM. The tag covers discussions about running models like the 753-billion-parameter GLM-5.2 on an NVIDIA RTX PRO 6000 workstation, with emphasis on hardware requirements such as 512GB RAM, CPU capabilities, and fast host-to-GPU connectivity. Content highlights the engine's Apache-2.0 licensing, its development by a Berkeley and UT Austin-affiliated team, and its publication through the FlashML GitHub organization. For Windows users and PC builders, the tag clarifies that single-GPU operation still depends on substantial system resources beyond the graphics card itself.