Abstract: In massive multiple-input multiple-output (MIMO) systems, the balance between cost and performance has made low-bit, especially 1-bit, analog-to-digital converters (ADCs) an indispensable ...
Abstract: Signum-coded synthetic aperture radar (SC-SAR), also known as the 1-bit SAR, significantly reduces the system complexity and data processing throughput by retaining only the sign information ...
Beats Q8_0 perplexity at half the size -- and even beats F16. APEX outperforms Unsloth Dynamic 2.0 (UD) quantizations on perplexity, HellaSwag, and inference speed while being 2x smaller: APEX ...
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