I built mlx-turboquant, an implementation of Google's TurboQuant KV-cache compression algorithm for Apple's MLX framework.

The repository includes quality benchmarks, memory benchmarks, and a modular implementation so individual pieces (PolarQuant, QJL, packing, codebooks) can be studied independently.