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enoriega/
kw_pubmed_1000_0.0003

Name: kw_pubmed_1000_0.0003
Rating: 2.5 (5 reviews)

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kw_pubmed_1000_0.0003

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext on the keyword_pubmed_dataset 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	Accuracy
No log	0.09	4	4.3723	0.3436
6.0386	0.17	8	4.2113	0.3442
3.7573	0.26	12	4.2079	0.3634
2.9944	0.35	16	4.3370	0.3513
2.7048	0.44	20	4.8594	0.3067
2.7048	0.52	24	4.4929	0.3383
2.9458	0.61	28	4.5146	0.3408
2.3783	0.7	32	4.5680	0.3430
2.2485	0.78	36	4.5095	0.3477
2.1701	0.87	40	4.4971	0.3449
2.1701	0.96	44	4.7051	0.3321
2.0861	1.07	48	4.7615	0.3310
2.4168	1.15	52	4.7086	0.3394