mridhulanatarajan
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End of training
Browse files- README.md +6 -6
- model.safetensors +1 -1
README.md
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This model is a fine-tuned version of [microsoft/layoutlm-base-uncased](https://huggingface.co/microsoft/layoutlm-base-uncased) on the funsd dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Question: {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1}
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- Overall Precision: 1.0
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- Overall Recall: 1.0
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| Training Loss | Epoch | Step | Validation Loss | Question | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------------------------------------------------------:|:-----------------:|:--------------:|:----------:|:----------------:|
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### Framework versions
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This model is a fine-tuned version of [microsoft/layoutlm-base-uncased](https://huggingface.co/microsoft/layoutlm-base-uncased) on the funsd dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.9828
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- Question: {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1}
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- Overall Precision: 1.0
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- Overall Recall: 1.0
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| Training Loss | Epoch | Step | Validation Loss | Question | Overall Precision | Overall Recall | Overall F1 | Overall Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:---------------------------------------------------------:|:-----------------:|:--------------:|:----------:|:----------------:|
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| 1.585 | 1.0 | 38 | 1.3020 | {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1} | 1.0 | 1.0 | 1.0 | 1.0 |
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| 1.1814 | 2.0 | 76 | 1.1133 | {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1} | 1.0 | 1.0 | 1.0 | 1.0 |
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| 1.0181 | 3.0 | 114 | 1.0476 | {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1} | 1.0 | 1.0 | 1.0 | 1.0 |
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| 0.9213 | 4.0 | 152 | 1.0004 | {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1} | 1.0 | 1.0 | 1.0 | 1.0 |
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| 0.8337 | 5.0 | 190 | 0.9828 | {'precision': 1.0, 'recall': 1.0, 'f1': 1.0, 'number': 1} | 1.0 | 1.0 | 1.0 | 1.0 |
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### Framework versions
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model.safetensors
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