| library_name: transformers | |
| license: cc-by-nc-sa-4.0 | |
| base_model: microsoft/layoutlmv3-base | |
| tags: | |
| - generated_from_trainer | |
| model-index: | |
| - name: layoutlmv3-finetuned-ubiai-dataset-invoice-2 | |
| results: [] | |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You | |
| should probably proofread and complete it, then remove this comment. --> | |
| # layoutlmv3-finetuned-ubiai-dataset-invoice-2 | |
| This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the None dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 0.7531 | |
| ## 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: 3 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 1.771 | 1.0 | 12 | 1.0200 | | |
| | 0.9657 | 2.0 | 24 | 0.8019 | | |
| | 0.7794 | 3.0 | 36 | 0.7531 | | |
| ### Framework versions | |
| - Transformers 4.44.2 | |
| - Pytorch 2.4.1+cu121 | |
| - Datasets 3.0.1 | |
| - Tokenizers 0.19.1 | |