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KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant.

April 19, 2026

Explore the end-to-end pipeline of TurboQuant, a novel KV cache quantization framework. This overview breaks down how multi-stage compression achieves near-lossless storage through PolarQuant and QJL residuals, enabling massive context windows with minimal memory overhead

The post KV Cache Is Eating Your VRAM. Here’s How Google Fixed It With TurboQuant. appeared first on Towards Data Science.

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