schackartk's picture
Add NER model checkpoints and training stats files
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epoch,train_precision,train_recall,train_f1,train_loss,val_precision,val_recall,val_f1,val_loss,model_name
0,0.6692913385826772,0.6914584543869843,0.6801943412403544,0.0035245931576909084,0.6178010471204188,0.5412844036697247,0.5770171149144254,0.006327496928861365,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
1,0.7967884828349945,0.8361417780360255,0.8159909271335414,0.0020619224844843466,0.6196581196581197,0.6651376146788991,0.6415929203539824,0.0053465960596580635,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
2,0.9082297217288336,0.8913422428820453,0.8997067448680353,0.0008745780567279939,0.5859030837004405,0.6100917431192661,0.597752808988764,0.007068321739587611,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
3,0.9482653682288497,0.905287623474724,0.9262782401902497,0.0005154847780517565,0.6170212765957447,0.5321100917431193,0.5714285714285714,0.0066811043473605355,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
4,0.9747356051703878,0.9639744334689134,0.9693251533742331,0.00022607591513316096,0.616822429906542,0.6055045871559633,0.611111111111111,0.007518613209518103,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
5,0.99241097489784,0.9877977919814062,0.9900990099009901,9.539393686891082e-05,0.6358974358974359,0.5688073394495413,0.6004842615012106,0.008399059248264305,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
6,0.9976717112922002,0.9959325973271353,0.9968013957545798,4.32987623201092e-05,0.6190476190476191,0.5963302752293578,0.6074766355140186,0.009067425771088612,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
7,0.9988378849506101,0.9988378849506101,0.9988378849506101,2.705632749543762e-05,0.6333333333333333,0.6100917431192661,0.6214953271028038,0.009224439539069023,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
8,1.0,0.9988378849506101,0.9994186046511628,2.2143565664153625e-05,0.6584158415841584,0.6100917431192661,0.6333333333333334,0.009582703115414076,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
9,1.0,0.999418942475305,0.999709386806161,2.0765882220028515e-05,0.6551724137931034,0.6100917431192661,0.6318289786223278,0.009755043789762287,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract