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End of training

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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/layoutlmv2-base-uncased
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: layoutlmv2-base-uncased_finetuned_docvqa_v2
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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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+ # layoutlmv2-base-uncased_finetuned_docvqa_v2
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+
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+ This model is a fine-tuned version of [microsoft/layoutlmv2-base-uncased](https://huggingface.co/microsoft/layoutlmv2-base-uncased) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.4977
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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: 5e-05
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+ - train_batch_size: 8
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+ - eval_batch_size: 8
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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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+ - num_epochs: 10
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:----:|:---------------:|
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+ | 5.1316 | 0.44 | 50 | 4.3296 |
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+ | 4.3071 | 0.88 | 100 | 3.9311 |
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+ | 3.8545 | 1.33 | 150 | 3.7061 |
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+ | 3.6578 | 1.77 | 200 | 3.5642 |
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+ | 3.2506 | 2.21 | 250 | 3.3789 |
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+ | 2.9991 | 2.65 | 300 | 3.1969 |
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+ | 2.7893 | 3.1 | 350 | 3.2842 |
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+ | 2.3975 | 3.54 | 400 | 2.8765 |
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+ | 2.1188 | 3.98 | 450 | 3.0513 |
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+ | 1.9405 | 4.42 | 500 | 2.6575 |
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+ | 1.7123 | 4.87 | 550 | 2.8113 |
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+ | 1.6361 | 5.31 | 600 | 2.6848 |
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+ | 1.5425 | 5.75 | 650 | 2.7986 |
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+ | 1.2871 | 6.19 | 700 | 2.9508 |
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+ | 1.1132 | 6.64 | 750 | 2.7070 |
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+ | 1.1105 | 7.08 | 800 | 2.6293 |
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+ | 0.8855 | 7.52 | 850 | 2.9005 |
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+ | 0.9427 | 7.96 | 900 | 2.4977 |
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+ | 0.8359 | 8.41 | 950 | 2.7100 |
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+ | 0.7038 | 8.85 | 1000 | 2.8090 |
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+ | 0.7068 | 9.29 | 1050 | 2.8265 |
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+ | 0.7037 | 9.73 | 1100 | 2.8136 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.35.0
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+ - Pytorch 2.1.0+cu118
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+ - Datasets 2.14.6
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+ - Tokenizers 0.14.1
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