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cvt-13-finetuned-eurosat – AI Model by Augusto777 | AlphaNeural AI
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Augusto777
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cvt-13-finetuned-eurosat
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tensorboard
safetensors
cvt
generated_from_trainer
microsoft/cvt-13
finetune
apache-2.0
us
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cvt-13-finetuned-eurosat
This model is a fine-tuned version of
microsoft/cvt-13
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 1.4821
Accuracy: 0.3846
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
train_batch_size: 32
eval_batch_size: 32
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
0.8421
4
1.6279
0.1923
No log
1.8947
9
1.5128
0.3462
1.5802
2.5263
12
1.4821
0.3846
Framework versions
Transformers 4.40.2
Pytorch 2.4.0+cu121
Datasets 3.0.0
Tokenizers 0.19.1
