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# table-transformer-playful-capybara-43

This model is a fine-tuned version of [microsoft/table-transformer-detection](https://huggingface.co/microsoft/table-transformer-detection) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0901

## 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: 4
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.8407        | 0.4   | 1000  | 0.3929          |
| 0.318         | 0.8   | 2000  | 0.2627          |
| 0.2485        | 1.2   | 3000  | 0.2097          |
| 0.1992        | 1.6   | 4000  | 0.1889          |
| 0.1964        | 2.0   | 5000  | 0.1833          |
| 0.1678        | 2.4   | 6000  | 0.1502          |
| 0.1517        | 2.8   | 7000  | 0.1421          |
| 0.1417        | 3.2   | 8000  | 0.1374          |
| 0.1346        | 3.6   | 9000  | 0.1255          |
| 0.132         | 4.0   | 10000 | 0.1249          |
| 0.1211        | 4.4   | 11000 | 0.1183          |
| 0.1147        | 4.8   | 12000 | 0.1097          |
| 0.1091        | 5.2   | 13000 | 0.1030          |
| 0.1082        | 5.6   | 14000 | 0.1014          |
| 0.1019        | 6.0   | 15000 | 0.1026          |
| 0.098         | 6.4   | 16000 | 0.0949          |
| 0.0962        | 6.8   | 17000 | 0.0952          |
| 0.0945        | 7.2   | 18000 | 0.0915          |
| 0.0944        | 7.6   | 19000 | 0.0900          |
| 0.088         | 8.0   | 20000 | 0.0901          |


### Framework versions

- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3

{"license": "mit", "tags": ["generated_from_trainer"], "base_model": "microsoft/table-transformer-detection", "model-index": [{"name": "table-transformer-playful-capybara-43", "results": []}]}
transformers pytorch table-transformer object-detection generated_from_trainer base_model:microsoft/table-transformer-detection license:mit endpoints_compatible region:us