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idbwtiny

Image Classification
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convnext
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metadata
license: apache-2.0
base_model: facebook/convnext-tiny-224
tags:
  - image-classification
  - generated_from_trainer
model-index:
  - name: idbwtiny
    results: []

idbwtiny

This model is a fine-tuned version of facebook/convnext-tiny-224 on the sooks/id2 dataset. It achieves the following results on the evaluation set:

  • eval_loss: 0.0155
  • eval_accuracy: 0.9953
  • eval_runtime: 301.1388
  • eval_samples_per_second: 178.967
  • eval_steps_per_second: 22.372
  • epoch: 6.37
  • step: 12963

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: 150
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
  • mixed_precision_training: Native AMP

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.19.0
  • Tokenizers 0.15.2