BalNER-v2 / hyperparameter_results.csv
Shah Bakhsh
Upload folder using huggingface_hub
d7a879d verified
Raw
History Blame Contribute Delete
840 Bytes
experiment,lr,wd,epochs,warmup_ratio,val_f1,val_precision,val_recall,val_accuracy,training_time_sec
exp4_lr3e-05_wd0.01_ep10,3e-05,0.01,10,0.1,0.7692307692307692,0.847457627118644,0.704225352112676,0.9881349647756766,435.5
exp3_lr2e-05_wd0.1_ep8,2e-05,0.1,8,0.05,0.7323943661971831,0.7323943661971831,0.7323943661971831,0.985910270671116,345.4
exp5_lr3e-05_wd0.05_ep15,3e-05,0.05,15,0.1,0.7031250000000001,0.7894736842105263,0.6338028169014085,0.9866518353726362,216.6
exp2_lr2e-05_wd0.01_ep10,2e-05,0.01,10,0.1,0.7014925373134329,0.746031746031746,0.6619718309859155,0.9866518353726362,216.5
exp6_lr5e-05_wd0.1_ep10,5e-05,0.1,10,0.1,0.6969696969696969,0.7540983606557377,0.647887323943662,0.9840563589173156,429.3
exp1_lr1e-05_wd0.01_ep10,1e-05,0.01,10,0.1,0.6805555555555556,0.6712328767123288,0.6901408450704225,0.9836855765665554,389.1