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tanoManzo/
nucleotide-transformer-v2-50m-multi-species_ft_BioS45_1kbpHG19_DHSs_H3K27AC

Name: nucleotide-transformer-v2-50m-multi-species_ft_BioS45_1kbpHG19_DHSs_H3K27AC
Availability: InStock

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nucleotide-transformer-v2-50m-multi-species_ft_BioS45_1kbpHG19_DHSs_H3K27AC

This model is a fine-tuned version of InstaDeepAI/nucleotide-transformer-v2-50m-multi-species 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	F1 Score	Precision	Recall	Accuracy	Auc	Prc
0.5436	0.2103	500	0.4336	0.8161	0.8074	0.825	0.8061	0.8826	0.8798
0.4386	0.4207	1000	0.4171	0.8423	0.7929	0.8984	0.8246	0.9017	0.8982
0.402	0.6310	1500	0.3979	0.8486	0.7977	0.9065	0.8313	0.9083	0.9055
0.4019	0.8414	2000	0.3865	0.8505	0.7961	0.9129	0.8326	0.9060	0.9000
0.382	1.0517	2500	0.4091	0.8513	0.8169	0.8887	0.8380	0.9131	0.9049
0.3297	1.2621	3000	0.4890	0.8590	0.8143	0.9089	0.8443	0.9105	0.8922
0.3417	1.4724	3500	0.4246	0.8517	0.8355	0.8685	0.8422	0.9138	0.9072
0.3447	1.6828	4000	0.4299	0.8505	0.8408	0.8605	0.8422	0.9138	0.9052
0.3384	1.8931	4500	0.4618	0.8488	0.8116	0.8895	0.8347	0.9100	0.9051