Adaptive Quantization Toolkit (AQT) is a comprehensive model-adaptive toolkit that automates the entire calibration pipeline from model profiling to configuration deployment. The toolkit emphasizes ...
one core claim in the paper is "quantized LLMs can significantly enhance exploration in RL" not sure whether it provides solid experimental evidence (wtih downstream tasks' performance, not just ...
Abstract: One-bit analog-to-digital converters (ADCs) offer a practical solution for reducing both cost and power consumption in massive multiple-input multiple-output (MIMO) systems. Nevertheless, ...
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