vit-food101 / README.md
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metadata
library_name: transformers
license: apache-2.0
base_model: Falconsai/nsfw_image_detection
tags:
  - generated_from_trainer
metrics:
  - accuracy
model-index:
  - name: vit-food101
    results: []

vit-food101

This model is a fine-tuned version of Falconsai/nsfw_image_detection on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0192
  • Accuracy: 0.9925

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: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Accuracy
0.1276 3.8462 500 0.0192 0.9925

Framework versions

  • Transformers 4.47.1
  • Pytorch 2.5.1+cu121
  • Datasets 3.2.0
  • Tokenizers 0.21.0