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MM2157/
BERT_token_classification_14PTC_aug_1.6K_fixed

Name: BERT_token_classification_14PTC_aug_1.6K_fixed
Availability: InStock

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BERT_token_classification_14PTC_aug_1.6K_fixed

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Precision	Recall	F1	Accuracy
0.36	1.0	3062	1.2289	0.0306	0.0275	0.0290	0.7186
0.2541	2.0	6124	1.2198	0.0450	0.0444	0.0447	0.7333
0.1757	3.0	9186	1.3273	0.0468	0.0462	0.0465	0.7154
0.1397	4.0	12248	1.3753	0.0482	0.0586	0.0529	0.7065
0.1199	5.0	15310	1.4910	0.0546	0.0675	0.0604	0.7072
0.1095	6.0	18372	1.5808	0.0514	0.0710	0.0597	0.6953
0.1077	7.0	21434	1.6115	0.0509	0.0622	0.0560	0.6970
0.0869	8.0	24496	1.6775	0.0502	0.0710	0.0588	0.6949
0.0731	9.0	27558	1.7815	0.0475	0.0657	0.0552	0.6930
0.0744	10.0	30620	1.8125	0.0489	0.0684	0.0570	0.6942