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Google’s TurboQuant Algorithm Slashes LLM Memory Use by 6x

Google has published TurboQuant, a KV cache compression algorithm that cuts LLM memory usage by 6x with zero accuracy loss, ...

Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x

Google Research recently revealed TurboQuant, a compression algorithm that reduces the memory footprint of large language ...
SDxCentral

TurboQuant: Did Google just drop a compression algorithm capable of stemming RAMageddon?

Google thinks it's found the answer, and it doesn't require more or better hardware. Originally detailed in an April 2025 ...
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Google debuts Pied Piper-style compression algorithm for AI

The Google Research team developed TurboQuant to tackle bottlenecks in AI systems by using "extreme compression".
Tom's Hardware on MSN

Google's TurboQuant reduces AI LLM cache memory capacity requirements by at least six times

The algorithm achieves up to an eight-times performance boost over unquantized keys on Nvidia H100 GPUs.