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Librarian Bot: Add base_model information to model (#2)
a140595
metadata
tags:
  - generated_from_trainer
base_model: microsoft/trocr-base-printed
model-index:
  - name: image-text-captcha-v2
    results: []

image-text-captcha-v2

This model is a fine-tuned version of microsoft/trocr-base-printed on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5030
  • Cer: 0.0588

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Cer
13.43 1.0 373 0.6973 0.1290
0.6695 2.0 746 0.5942 0.1082
0.2885 3.0 1119 0.5038 0.0930
0.2885 4.0 1492 0.4981 0.0636
0.0946 5.0 1865 0.5030 0.0588

Framework versions

  • Transformers 4.29.2
  • Pytorch 2.0.1+cu118
  • Datasets 2.12.0
  • Tokenizers 0.13.3