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End of training

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README.md CHANGED
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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: []
@@ -18,12 +13,6 @@ should probably proofread and complete it, then remove this comment. -->
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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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@@ -50,32 +39,6 @@ The following hyperparameters were used during training:
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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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-
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- | Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
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- |:-------------:|:-----:|:----:|:---------------:|:---------:|:------:|:------:|:--------:|
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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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-
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-
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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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