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Dogebooch/
BioBERT-mnli-snli-scinli-scitail-mednli-stsb-ncbi

Name: BioBERT-mnli-snli-scinli-scitail-mednli-stsb-ncbi
Availability: InStock

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BioBERT-mnli-snli-scinli-scitail-mednli-stsb-ncbi

This model is a fine-tuned version of pritamdeka/BioBERT-mnli-snli-scinli-scitail-mednli-stsb on the ncbi_disease 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
No log	1.0	340	0.0481	0.8308	0.8438	0.8372	0.9840
0.0715	2.0	680	0.0497	0.8337	0.8771	0.8548	0.9857
0.0152	3.0	1020	0.0588	0.8596	0.8802	0.8698	0.9858
0.0152	4.0	1360	0.0589	0.8589	0.8875	0.8730	0.9873
0.0059	5.0	1700	0.0693	0.8412	0.8938	0.8667	0.9852
0.003	6.0	2040	0.0770	0.8701	0.9	0.8848	0.9863
0.003	7.0	2380	0.0787	0.861	0.8969	0.8786	0.9863
0.0014	8.0	2720	0.0760	0.8655	0.8979	0.8814	0.9872
0.0007	9.0	3060	0.0817	0.8589	0.8938	0.8760	0.9865
0.0007	10.0	3400	0.0814	0.8604	0.8990	0.8793	0.9870