Sameer Khan
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TurboQuant: How Google Cut LLM Memory Usage 6x Without Losing Accuracy
AI·Mar 28, 2026

TurboQuant: How Google Cut LLM Memory Usage 6x Without Losing Accuracy

Google's TurboQuant compresses LLM key-value caches to 3 bits with zero accuracy loss. No retraining, no fine-tuning. Accepted at ICLR 2026.

Model CompressionLLMQuantization

Sameer Khan

Build it. Ship it. Think about it later.

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