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cafierom/
bert-base-cased-ChemTok-ZN15-55KTyrosinase-V1-finetuned-Tyrosinase-IC50s-V4

Name: bert-base-cased-ChemTok-ZN15-55KTyrosinase-V1-finetuned-Tyrosinase-IC50s-V4
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bert-base-cased-ChemTok-ZN15-55KTyrosinase-V1-finetuned-Tyrosinase-IC50s-V4

This model is a fine-tuned version of cafierom/bert-base-cased-ChemTok-ZN15-55KTyrosinase-V1 on an unknown dataset. It achieves the following results on the evaluation set:

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The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 64
eval_batch_size: 64
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: constant
num_epochs: 20

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1
1.0678	1.0	19	1.0197	0.4953	0.4712
0.9633	2.0	38	0.9236	0.5425	0.5418
0.896	3.0	57	0.9251	0.5566	0.5502
0.8178	4.0	76	0.9288	0.5660	0.5506
0.7743	5.0	95	0.8277	0.6085	0.6115
0.6971	6.0	114	0.8013	0.6651	0.6669
0.6214	7.0	133	0.8409	0.6179	0.6195
0.5886	8.0	152	0.8234	0.6651	0.6627
0.5337	9.0	171	0.8363	0.6792	0.6800
0.4705	10.0	190	0.8959	0.6745	0.6744
0.4393	11.0	209	0.9193	0.6792	0.6810
0.4089	12.0	228	0.9230	0.6887	0.6877
0.3926	13.0	247	0.9601	0.6934	0.6941
0.3897	14.0	266	0.9610	0.6981	0.6987
0.326	15.0	285	0.9510	0.7075	0.7085
0.3214	16.0	304	1.0061	0.6792	0.6712
0.3317	17.0	323	1.0278	0.6840	0.6799
0.2843	18.0	342	1.0050	0.6981	0.6971
0.2409	19.0	361	1.0434	0.7075	0.7088
0.2247	20.0	380	1.1854	0.7028	0.6998