layoutlmv3-finetuned-language-levels-v2
This model is a fine-tuned version of microsoft/layoutlmv3-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0006
- Precision: 1.0
- Recall: 1.0
- F1: 1.0
- Accuracy: 1.0
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 2000
Training results
Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|---|
No log | 0.0320 | 100 | 0.0058 | 1.0 | 1.0 | 1.0 | 1.0 |
No log | 0.0640 | 200 | 0.0022 | 1.0 | 1.0 | 1.0 | 1.0 |
No log | 0.0959 | 300 | 0.0013 | 1.0 | 1.0 | 1.0 | 1.0 |
No log | 0.1279 | 400 | 0.0009 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0705 | 0.1599 | 500 | 0.0006 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0705 | 0.1919 | 600 | 0.0005 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0705 | 0.2239 | 700 | 0.0004 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0705 | 0.2558 | 800 | 0.0003 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0705 | 0.2878 | 900 | 0.0003 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0006 | 0.3198 | 1000 | 0.0003 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0006 | 0.3518 | 1100 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0006 | 0.3838 | 1200 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0006 | 0.4157 | 1300 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0006 | 0.4477 | 1400 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0003 | 0.4797 | 1500 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0003 | 0.5117 | 1600 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0003 | 0.5437 | 1700 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0003 | 0.5756 | 1800 | 0.0002 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0003 | 0.6076 | 1900 | 0.0001 | 1.0 | 1.0 | 1.0 | 1.0 |
0.0002 | 0.6396 | 2000 | 0.0001 | 1.0 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.43.2
- Pytorch 2.1.0+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
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Base model
microsoft/layoutlmv3-base