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\n", " | Size (MB) | \n", "Quantized Size (MB) | \n", "micro precision | \n", "micro recall | \n", "micro f1-score | \n", "
---|---|---|---|---|---|
bert | \n", "425.6 | \n", "111.00 | \n", "0.86098 | \n", "0.77313 | \n", "0.81469 | \n", "
tiny-bert | \n", "57.4 | \n", "15.40 | \n", "0.83535 | \n", "0.79611 | \n", "0.81526 | \n", "
albert | \n", "48.6 | \n", "12.80 | \n", "0.86054 | \n", "0.76973 | \n", "0.81261 | \n", "
tiny-albert | \n", "22.4 | \n", "5.98 | \n", "0.83535 | \n", "0.79611 | \n", "0.81526 | \n", "
xlnet | \n", "446.6 | \n", "118.00 | \n", "0.77904 | \n", "0.83829 | \n", "0.80758 | \n", "
alxlnet | \n", "46.8 | \n", "13.30 | \n", "0.83376 | \n", "0.80221 | \n", "0.81768 | \n", "
fastformer | \n", "446.6 | \n", "118.00 | \n", "0.88249 | \n", "0.74826 | \n", "0.80985 | \n", "
tiny-fastformer | \n", "77.3 | \n", "19.60 | \n", "0.85131 | \n", "0.76620 | \n", "0.80652 | \n", "