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March 30, 2026
llmquantizationperformanceinference

TurboQuant

TurboQuant is an optimized inference kernel designed for extremely fast quantized LLM inference on GPUs.

Key Features

  • Optimized Kernels: Hand-tuned CUDA kernels for specific low-precision operations.
  • Minimal Overhead: Reduces the compute overhead of de-quantizing weights on the fly.

#TODO: Compare TurboQuant with other kernels like BitsAndBytes or AutoGPTQ.