KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant.
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Google has addressed an issue with the KV Cache consuming large amounts of VRAM, and the solution involves TurboQuant. The fix reportedly enables the use of a large language model, potentially as big as 104B, on a MacBook. The specifics of how TurboQuant achieves this are not entirely clear, but it appears to be a significant development.