The Digital Compression Revolution: Why Localized Efficiency Matters in a Data-Heavy World

In an era defined by high-definition ubiquity, the average consumer generates more data in a week than previous generations produced in a decade. From 4K smartphone footage of family milestones…

TurboQuant: Redefining AI Efficiency through Extreme KV Cache Compression

Introduction: The Memory Bottleneck in the Age of LLMs In the rapidly evolving landscape of generative AI, the bottleneck for Large Language Models (LLMs) has shifted. While early challenges focused…