End of training
Browse files- README.md +0 -37
- pytorch_model.bin +1 -1
- runs/Nov09_14-00-54_c08fbc1e86d4/1699540129.4157465/events.out.tfevents.1699540129.c08fbc1e86d4.682.3 +3 -0
- runs/Nov09_14-00-54_c08fbc1e86d4/events.out.tfevents.1699538823.c08fbc1e86d4.682.0 +2 -2
- runs/Nov09_14-00-54_c08fbc1e86d4/events.out.tfevents.1699540129.c08fbc1e86d4.682.2 +3 -0
README.md
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license: cc-by-nc-sa-4.0
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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: LayoutLMv3_5_entities_filtred_14
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results: []
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# LayoutLMv3_5_entities_filtred_14
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This model is a fine-tuned version of [microsoft/layoutlmv3-large](https://huggingface.co/microsoft/layoutlmv3-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5653
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- Precision: 0.6429
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- Recall: 0.6667
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- F1: 0.6545
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- Accuracy: 0.9342
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## Model description
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- lr_scheduler_type: linear
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- training_steps: 2000
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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| No log | 12.5 | 100 | 0.4201 | 0.5333 | 0.5926 | 0.5614 | 0.9167 |
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| No log | 25.0 | 200 | 0.4807 | 0.6154 | 0.5926 | 0.6038 | 0.9254 |
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| No log | 37.5 | 300 | 0.4805 | 0.6538 | 0.6296 | 0.6415 | 0.9342 |
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| No log | 50.0 | 400 | 0.4888 | 0.6296 | 0.6296 | 0.6296 | 0.9298 |
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| 0.0879 | 62.5 | 500 | 0.4969 | 0.6296 | 0.6296 | 0.6296 | 0.9298 |
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| 0.0879 | 75.0 | 600 | 0.5182 | 0.6667 | 0.6667 | 0.6667 | 0.9342 |
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| 0.0879 | 87.5 | 700 | 0.5280 | 0.6552 | 0.7037 | 0.6786 | 0.9386 |
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| 0.0879 | 100.0 | 800 | 0.5568 | 0.6 | 0.6667 | 0.6316 | 0.9298 |
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| 0.0879 | 112.5 | 900 | 0.5719 | 0.6333 | 0.7037 | 0.6667 | 0.9342 |
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| 0.0014 | 125.0 | 1000 | 0.5483 | 0.5862 | 0.6296 | 0.6071 | 0.9254 |
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| 0.0014 | 137.5 | 1100 | 0.5467 | 0.6207 | 0.6667 | 0.6429 | 0.9298 |
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| 0.0014 | 150.0 | 1200 | 0.5493 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0014 | 162.5 | 1300 | 0.5528 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0014 | 175.0 | 1400 | 0.5557 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0003 | 187.5 | 1500 | 0.5592 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0003 | 200.0 | 1600 | 0.5627 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0003 | 212.5 | 1700 | 0.5637 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0003 | 225.0 | 1800 | 0.5645 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0003 | 237.5 | 1900 | 0.5652 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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| 0.0002 | 250.0 | 2000 | 0.5653 | 0.6429 | 0.6667 | 0.6545 | 0.9342 |
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### Framework versions
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- Transformers 4.29.2
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license: cc-by-nc-sa-4.0
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tags:
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- generated_from_trainer
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model-index:
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- name: LayoutLMv3_5_entities_filtred_14
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results: []
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# LayoutLMv3_5_entities_filtred_14
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This model is a fine-tuned version of [microsoft/layoutlmv3-large](https://huggingface.co/microsoft/layoutlmv3-large) on the None dataset.
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## Model description
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- lr_scheduler_type: linear
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- training_steps: 2000
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### Framework versions
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- Transformers 4.29.2
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pytorch_model.bin
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