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d-Matrix
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Achieve state-of-the-art 4-bit LLM inference without calibration data by deriving activation scales directly from weight reconstruction error.
Train one quantization-aware model to rule them all: MF-QAT matches single-format QAT performance across precisions, and "Slice-and-Scale" enables runtime precision switching from a single checkpoint.