epoch train_loss train_f1 train_exact dev_loss dev_f1 dev_exact test_loss test_f1 test_exact 1 3.180837781532951 11.434803705874293 2.479338842975207 2.1764301359653473 29.528981942989773 20.604395604395606 0 0 0 2 1.3100549941477568 55.71497472648191 40.90909090909091 1.12236254910628 72.7958602752559 58.24175824175824 0 0 0 3 0.5681106088602025 81.62063020261272 72.45179063360881 1.0494714727004368 79.03920275630803 71.7032967032967 0 0 0 4 0.2850587209281714 90.3843829788643 84.366391184573 1.010465403397878 81.03518629689827 74.72527472527473 0 0 0 5 0.1911307288252789 93.63265197163567 88.98071625344353 0.9157324135303497 79.94193535402326 75.0 0 0 0 6 0.10897425254401953 96.48960950553078 94.21487603305785 0.9702267100413641 81.42520788125181 75.82417582417582 0 0 0 7 0.08360859545190698 97.22767819875259 95.59228650137742 0.938702866435051 83.21383896933347 78.57142857142857 0 0 0 8 0.04483646569449617 98.6421322784959 97.86501377410468 1.1266708274682362 83.51029617513133 78.2967032967033 0 0 0 9 0.03735574140496876 98.79689754689754 97.86501377410468 1.105077122648557 83.88066298780583 78.57142857142857 0 0 0 10 0.05194735218791048 98.23292448292449 97.52066115702479 0.8902973284324011 84.78537030734833 80.21978021978022 0 0 0