NexQuant: Hardening 3-bit KV-Cache for the Edge. A Rust-native successor to Tom Turney’s TurboQuant+

We’ve been tracking the work of Tom Turney on TurboQuant+, and while the research was revolutionary, the implementation was still a bit "crawling" (noise issues, manual tuning, memory leaks). We’ve spent the last 24hr building NexQuant - a production-hardened, Rust-native engine that allows you to r