Hugging Face's logo

shng2025
/
trash_vit_trail

Image Classification
TensorBoard
Safetensors
vit
Generated from Trainer
Model card Files Metrics Community
trash_vit_trail / README.md
shng2025's picture
shng2025
🍻 cheers
ca17756 verified
preview code
|
raw
history blame contribute delete
No virus
1.66 kB
metadata
license: apache-2.0
base_model: google/vit-base-patch16-224-in21k
tags:
  - image-classification
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: trash_vit_trail
    results: []

trash_vit_trail

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

  • Loss: 0.0711
  • Accuracy: 0.9814

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: 0.0002
  • train_batch_size: 16
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.1814 0.8937 1000 0.1715 0.9487
0.1077 1.7873 2000 0.1283 0.9668
0.0652 2.6810 3000 0.0824 0.9794
0.0011 3.5746 4000 0.0711 0.9814

Framework versions

  • Transformers 4.42.4
  • Pytorch 2.4.0+cu121
  • Datasets 2.21.0
  • Tokenizers 0.19.1