Omriy123/vit_epochs5_batch32_lr5e-05_size224_tiles12_seed3_q3_dropout_v2

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vitepochs5batch32lr5e-05size224tiles12seed3q3dropout_v2

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the DogsvsCats dataset. It achieves the following results on the evaluation set:

• —Loss: 0.2352
• —Accuracy: 0.912

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• —learning_rate: 5e-05
• —trainbatchsize: 32
• —evalbatchsize: 32
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.41.2
• —Pytorch 2.3.0+cu121
• —Datasets 2.20.0
• —Tokenizers 0.19.1