End of training
Browse files- README.md +2 -22
- model.safetensors +1 -1
- runs/Feb28_09-23-17_67d92338ae65/events.out.tfevents.1709112198.67d92338ae65.288.0 +3 -0
- runs/Feb28_09-24-21_67d92338ae65/events.out.tfevents.1709112262.67d92338ae65.288.1 +3 -0
- runs/Feb28_09-25-36_67d92338ae65/events.out.tfevents.1709112336.67d92338ae65.288.2 +3 -0
- training_args.bin +1 -1
README.md
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base_model: microsoft/layoutlmv3-base
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tags:
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- generated_from_trainer
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metrics:
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- precision
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- recall
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- f1
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- accuracy
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model-index:
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- name: test
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results: []
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# test
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This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.6095
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- Precision: 0.8462
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- Recall: 0.6875
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- F1: 0.7586
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- Accuracy: 0.8551
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| No log |
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| No log | 100.0 | 200 | 0.5398 | 0.7910 | 0.6625 | 0.7211 | 0.8551 |
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| No log | 150.0 | 300 | 0.4558 | 0.8986 | 0.775 | 0.8322 | 0.9130 |
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| No log | 200.0 | 400 | 0.5069 | 0.8824 | 0.75 | 0.8108 | 0.8986 |
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| 0.2856 | 250.0 | 500 | 0.5315 | 0.8824 | 0.75 | 0.8108 | 0.8913 |
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| 0.2856 | 300.0 | 600 | 0.5798 | 0.8507 | 0.7125 | 0.7755 | 0.8696 |
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| 0.2856 | 350.0 | 700 | 0.6103 | 0.8594 | 0.6875 | 0.7639 | 0.8551 |
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| 0.2856 | 400.0 | 800 | 0.6067 | 0.8358 | 0.7 | 0.7619 | 0.8623 |
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| 0.2856 | 450.0 | 900 | 0.5996 | 0.8358 | 0.7 | 0.7619 | 0.8623 |
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| 0.0136 | 500.0 | 1000 | 0.6095 | 0.8462 | 0.6875 | 0.7586 | 0.8551 |
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### Framework versions
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base_model: microsoft/layoutlmv3-base
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tags:
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- generated_from_trainer
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model-index:
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results: []
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# test
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This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on the None dataset.
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## Model description
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- training_steps: 20
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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| No log | 10.0 | 20 | 0.4199 | 0.7901 | 0.8421 | 0.8153 | 0.8790 |
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### Framework versions
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model.safetensors
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training_args.bin
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