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Brizape/
tmvar_0.0001_250

Name: tmvar_0.0001_250
Availability: InStock

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tmvar_0.0001_250

This model is a fine-tuned version of microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext 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
0.2033	1.0	25	0.0313	0.6273	0.3730	0.4678	0.9899
0.0336	2.0	50	0.0197	0.6723	0.8541	0.7524	0.9946
0.0133	3.0	75	0.0134	0.8763	0.8811	0.8787	0.9969
0.0075	4.0	100	0.0192	0.7110	0.8378	0.7692	0.9952
0.0065	5.0	125	0.0126	0.8681	0.8541	0.8610	0.9969
0.0029	6.0	150	0.0130	0.8513	0.8973	0.8737	0.9974
0.002	7.0	175	0.0121	0.8446	0.8811	0.8624	0.9969
0.0017	8.0	200	0.0103	0.8462	0.8919	0.8684	0.9974
0.0011	9.0	225	0.0148	0.8299	0.8703	0.8496	0.9967
0.0007	10.0	250	0.0150	0.8426	0.8973	0.8691	0.9971
0.0005	11.0	275	0.0142	0.8376	0.8919	0.8639	0.9970
0.0004	12.0	300	0.0142	0.8513	0.8973	0.8737	0.9972
0.0003	13.0	325	0.0143	0.8469	0.8973	0.8714	0.9971
0.0003	14.0	350	0.0142	0.8520	0.9027	0.8766	0.9972