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LLM quantization without calibration data matches SmoothQuant: DualQuant targets FP4 hardware

LLM quantization without calibration data: DualQuant from AI inference startup d-Matrix eliminates the dataset requirement ...
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Teaching Tiny Networks: New Quantization Method Pushes 1-Bit AI Toward Full-Precision Accuracy

Researchers in South Korea have developed a progressive distillation framework called ASBQ that trains one-bit binary neural ...