table-transformer-misty-meadow-38
This model is a fine-tuned version of microsoft/table-transformer-detection on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3779
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: 10
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
0.3376 | 0.8 | 100 | 0.4536 |
0.3191 | 1.6 | 200 | 0.4579 |
0.2899 | 2.4 | 300 | 0.4061 |
0.2412 | 3.2 | 400 | 0.3805 |
0.2469 | 4.0 | 500 | 0.3744 |
0.2253 | 4.8 | 600 | 0.3709 |
0.2157 | 5.6 | 700 | 0.3875 |
0.1969 | 6.4 | 800 | 0.4036 |
0.2018 | 7.2 | 900 | 0.3744 |
0.1853 | 8.0 | 1000 | 0.3824 |
0.1745 | 8.8 | 1100 | 0.3818 |
0.1776 | 9.6 | 1200 | 0.3779 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
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