TurboQuant: Redefining AI efficiency with extreme compression

Re:TurboQuant: Redefining AI efficiency with extreme compres... by edg5000 on Wednesday March 25, 2026 @04:35AM (#47514779)

So limiting max context length also reduces VRAM needs a bit? If cache is 20% of total, 1/10th of context as a limit would mean 18% total memory reduction.

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Re:TurboQuant: Redefining AI efficiency with extreme compres... by valine on Wednesday March 25, 2026 @04:44AM (#47514846)

Yup exactly, in principle it helps with both inference speed by reducing memory bandwidth usage and also reduces the memory footprint of your kvcache.

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