End of training
Browse files- README.md +67 -0
- model.safetensors +1 -1
README.md
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---
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library_name: transformers
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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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- accuracy
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- f1
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model-index:
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- name: layoutlmv3_document_classification
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results: []
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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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# layoutlmv3_document_classification
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This model is a fine-tuned version of [microsoft/layoutlmv3-base](https://huggingface.co/microsoft/layoutlmv3-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.4455
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- Accuracy: 0.6845
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- F1: 0.6680
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 500
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:------:|:----:|:---------------:|:--------:|:------:|
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| 1.0061 | 0.8547 | 100 | 1.5286 | 0.6867 | 0.6602 |
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| 1.018 | 1.7094 | 200 | 1.5094 | 0.6760 | 0.6462 |
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| 0.9833 | 2.5641 | 300 | 1.5595 | 0.6760 | 0.6528 |
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| 0.9406 | 3.4188 | 400 | 1.5402 | 0.6695 | 0.6514 |
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| 0.8942 | 4.2735 | 500 | 1.4455 | 0.6845 | 0.6680 |
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### Framework versions
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- Transformers 4.47.1
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- Pytorch 2.5.1+cu121
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- Tokenizers 0.21.0
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 503985744
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version https://git-lfs.github.com/spec/v1
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size 503985744
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