Nvidia and NYU's TurboQuant achieves theoretical optimal KV cache compression at 3-4 bits, while Together AI's OSCAR delivers 8x throughput gains through attention-aware rotation. Apple's EpiCache handles a distinct problem. The three approaches prove more complementary than competitive. https://www.marktechpost.com/2026/06/18/the-kv-cache-compression-race-turboquant-vs-oscar-vs-epicache/ #AI #AIinfrastructure #GenAI
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