| | --- |
| | license: cc-by-nc-sa-4.0 |
| | base_model: microsoft/layoutlmv2-base-uncased |
| | tags: |
| | - generated_from_trainer |
| | model-index: |
| | - name: TekDocumentQuestionAnswering_V3 |
| | 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. --> |
| |
|
| | # TekDocumentQuestionAnswering_V3 |
| | |
| | This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on an unknown dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 3.3225 |
| | |
| | ## 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: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| | - lr_scheduler_type: linear |
| | - num_epochs: 20 |
| | |
| | ### Training results |
| | |
| | | Training Loss | Epoch | Step | Validation Loss | |
| | |:-------------:|:-----:|:----:|:---------------:| |
| | | 4.6588 | 6.25 | 50 | 3.7323 | |
| | | 3.6894 | 12.5 | 100 | 3.4240 | |
| | | 3.472 | 18.75 | 150 | 3.3225 | |
| | |
| | |
| | ### Framework versions |
| | |
| | - Transformers 4.33.2 |
| | - Pytorch 2.0.1+cpu |
| | - Datasets 2.14.5 |
| | - Tokenizers 0.13.3 |
| | |
