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--- |
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tags: |
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- generated_from_trainer |
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datasets: |
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- Displate/category_cleaning |
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model-index: |
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- name: category_cleaning |
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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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# category_cleaning |
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This model was trained from scratch on the Displate/category_cleaning dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.7922 |
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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: 5e-05 |
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- train_batch_size: 64 |
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- eval_batch_size: 64 |
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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: 20.0 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.5458 | 5.0 | 10 | 1.9921 | |
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| 0.7085 | 10.0 | 20 | 2.8140 | |
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| 0.6106 | 15.0 | 30 | 2.8044 | |
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| 0.5148 | 20.0 | 40 | 2.7922 | |
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### Framework versions |
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- Transformers 4.39.0.dev0 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.18.0 |
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- Tokenizers 0.15.2 |
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