Google Launches TurboQuant: Revolutionizing LLM Cache Efficiency

Robert Williams

Google says that introducing TurboQuant, a new compression algorithm that reduces LLM key-value cache memory

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: https://t.co/CDSQ8HpZoc pic.twitter.com/9SJeMqCMlN
— Google Research (@GoogleResearch) March 24, 2026

Source: https://x.com/GoogleResearch/status/2036533564158910740?s=20

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