MACaQ Enables Fast MXFP4 W4A4 Post-Training Quantization
November 6, 2026
MACaQ provides a model-agnostic quantization method that treats linear layers independently using per-channel scales and block-Hadamard transforms. It supports a streaming implementation where only one layer needs to reside in memory at a time.
HOW THIS AFFECTS YOU
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builderYou can run quantized models more efficiently by using a streaming process that saves memory.