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ENTITY Mohammad Wathiq Soualhi

Mohammad Wathiq Soualhi

PulseAugur coverage of Mohammad Wathiq Soualhi — every cluster mentioning Mohammad Wathiq Soualhi across labs, papers, and developer communities, ranked by signal.

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    Quantization Tax: Edge SLMs Show Typological Fragility Across Languages

    A new arXiv paper investigates the performance degradation, known as the "quantization tax," that occurs when deploying Small Language Models (SLMs) on edge devices using 4-bit weight quantization. The study, which eval…