MPQ-DM combines kurtosis-based intra-layer mixed-precision weight quantization with time-smoothed relation distillation to keep diffusion models accurate at 2 to 4 bit widths.
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MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models
MPQ-DM combines kurtosis-based intra-layer mixed-precision weight quantization with time-smoothed relation distillation to keep diffusion models accurate at 2 to 4 bit widths.