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MatFil99/
bert-nlp-project-ft-imdb

Name: bert-nlp-project-ft-imdb
Availability: InStock

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bert-nlp-project-ft-imdb

This model is a fine-tuned version of jestemleon/bert-nlp-project-imdb on the steciuk/imdb dataset. It achieves the following results on the evaluation set:

and flowing results on the testing set:

More information needed

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More information needed

The following hyperparameters were used during training:

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
0.2603	0.38	750	0.1922	0.9293	0.9293
0.2021	0.75	1500	0.1633	0.9463	0.9446
0.1706	1.12	2250	0.1957	0.944	0.9425
0.1195	1.5	3000	0.2054	0.9455	0.9452
0.1106	1.88	3750	0.2417	0.9383	0.9391
0.0747	2.25	4500	0.2562	0.945	0.9441
0.0566	2.62	5250	0.2544	0.946	0.9443
0.0511	3.0	6000	0.2429	0.9477	0.9468