| | --- |
| | license: cc-by-nc-sa-4.0 |
| | tags: |
| | - generated_from_trainer |
| | metrics: |
| | - precision |
| | - recall |
| | - f1 |
| | - accuracy |
| | model-index: |
| | - name: layoutlmv3-testing-v0 |
| | 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-testing-v0 |
| |
|
| | 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: 2.6958 |
| | - Precision: 0.2244 |
| | - Recall: 0.2148 |
| | - F1: 0.2195 |
| | - Accuracy: 0.3239 |
| |
|
| | ## 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: 1e-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 |
| | - lr_scheduler_warmup_ratio: 0.1 |
| | - training_steps: 50 |
| | |
| | ### Training results |
| | |
| | | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy | |
| | |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:| |
| | | No log | 0.59 | 10 | 3.1329 | 0.0147 | 0.0143 | 0.0145 | 0.1690 | |
| | | No log | 1.18 | 20 | 2.9569 | 0.1115 | 0.0716 | 0.0872 | 0.2069 | |
| | | No log | 1.76 | 30 | 2.8145 | 0.2026 | 0.1480 | 0.1710 | 0.2482 | |
| | | No log | 2.35 | 40 | 2.7292 | 0.2158 | 0.1957 | 0.2053 | 0.3014 | |
| | | No log | 2.94 | 50 | 2.6958 | 0.2244 | 0.2148 | 0.2195 | 0.3239 | |
| | |
| | |
| | ### Framework versions |
| | |
| | - Transformers 4.30.0.dev0 |
| | - Pytorch 1.8.0+cu101 |
| | - Datasets 2.12.0 |
| | - Tokenizers 0.13.3 |
| | |
