library_name: transformers license: cc-by-nc-sa-4.0 base_model: microsoft/layoutxlm-base tags:
- generated_from_trainer model-index:
- name: Layout-finetuned-fr-model-50instances20-10epochs-5e-05lr-V2 results: []
Layout-finetuned-fr-model-50instances20-10epochs-5e-05lr-V2
This model is a fine-tuned version of microsoft/layoutxlm-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0001
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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: reduce_lr_on_plateau
- lr_scheduler_warmup_ratio: 0.06
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.2231 | 0.7692 | 10 | 0.7135 |
| 0.1961 | 1.5385 | 20 | 0.0019 |
| 0.002 | 2.3077 | 30 | 0.0004 |
| 0.0005 | 3.0769 | 40 | 0.0002 |
| 0.0003 | 3.8462 | 50 | 0.0001 |
| 0.0003 | 4.6154 | 60 | 0.0001 |
| 0.0002 | 5.3846 | 70 | 0.0001 |
| 0.0002 | 6.1538 | 80 | 0.0001 |
| 0.0002 | 6.9231 | 90 | 0.0001 |
| 0.0002 | 7.6923 | 100 | 0.0001 |
| 0.0002 | 8.4615 | 110 | 0.0001 |
| 0.0001 | 9.2308 | 120 | 0.0001 |
| 0.0001 | 10.0 | 130 | 0.0001 |
Framework versions
- Transformers 4.48.0
- Pytorch 2.4.1.post100
- Datasets 3.2.0
- Tokenizers 0.21.0