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dwitidibyajyoti/layoutmlv3_train_v5_sunday

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README.md ADDED
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+ ---
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+ license: cc-by-nc-sa-4.0
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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: layoutmlv3_sunday_sep3_v5
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # layoutmlv3_sunday_sep3_v5
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+
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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: 0.1630
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+ - Precision: 0.6867
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+ - Recall: 0.7308
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+ - F1: 0.7081
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+ - Accuracy: 0.9570
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 1e-05
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+ - train_batch_size: 2
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+ - eval_batch_size: 2
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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: 1000
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+
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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 | 8.33 | 100 | 0.5150 | 0.5139 | 0.4744 | 0.4933 | 0.8460 |
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+ | No log | 16.67 | 200 | 0.2462 | 0.5053 | 0.6154 | 0.5549 | 0.9387 |
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+ | No log | 25.0 | 300 | 0.1973 | 0.6471 | 0.7051 | 0.6748 | 0.9536 |
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+ | No log | 33.33 | 400 | 0.1617 | 0.6667 | 0.7179 | 0.6914 | 0.9520 |
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+ | 0.3718 | 41.67 | 500 | 0.1630 | 0.6867 | 0.7308 | 0.7081 | 0.9570 |
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+ | 0.3718 | 50.0 | 600 | 0.2247 | 0.5106 | 0.6154 | 0.5581 | 0.9073 |
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+ | 0.3718 | 58.33 | 700 | 0.3364 | 0.5393 | 0.6154 | 0.5749 | 0.8907 |
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+ | 0.3718 | 66.67 | 800 | 0.1783 | 0.5435 | 0.6410 | 0.5882 | 0.9454 |
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+ | 0.3718 | 75.0 | 900 | 0.2255 | 0.5263 | 0.6410 | 0.5780 | 0.9305 |
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+ | 0.0196 | 83.33 | 1000 | 0.2781 | 0.5158 | 0.6282 | 0.5665 | 0.9123 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0.dev0
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+ - Pytorch 2.0.1+cu118
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+ - Datasets 2.14.4
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+ - Tokenizers 0.13.3
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