A First Comprehensive Study of TurboQuant: Accuracy and Performance
A large-scale benchmark by the vLLM team reveals that while TurboQuant's extreme low-bit compression saves memory, it significantly degrades inference speed and accuracy, making FP8 quantization the current best balance.
vLLM Blog · May 11, 2026