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Run Giant AI Models on One GPU

August 23, 2026
Run Giant AI Models on One GPU

A new tool called FreeToken makes it possible to run huge AI models on regular hardware. Usually these models are too big for one GPU to handle alone. FreeToken fixes this by balancing the workload more efficiently.

It splits data between your graphics card and your computer processor. This approach cuts down on slowdowns caused by moving data back and forth. It keeps everything moving quickly even when the model is very large.

Now you can run a 753 billion parameter model on a single workstation. This opens up new ways for developers to test advanced AI without needing a data center. It is a big step for local computing.

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