Nicole-M/Dataset1-FastViT

This model is a fine-tuned version of FastViT on the Mammogram V1 dataset. It achieves the following results on the evaluation set:

• Loss: 0.1645
• Accuracy: 0.9517

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Model description

More information needed

Intended uses & limitations

More information needed

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-04
• train_batch_size: 32
• eval_batch_size: 32

Training and evaluation data

Training Loss	Epoch	Validation Loss	Accuracy
0.6094	1.0	0.6453	0.6135
0.4967	2.0	0.4347	0.8259
0.3796	3.0	0.3768	0.7799
0.2927	4.0	0.3472	0.8463
0.2822	5.0	0.1645	0.9517

Framework Versions

• Pytorch 2.3.1+cu121
• Datasets 2.21.0
• FastAi