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--- |
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base_model: vinai/bartpho-word |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bartpho_queryrewriting_10epoch |
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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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# bartpho_queryrewriting_10epoch |
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This model is a fine-tuned version of [vinai/bartpho-word](https://huggingface.co/vinai/bartpho-word) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.9870 |
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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: 28 |
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- eval_batch_size: 28 |
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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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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 2.1264 | 1.0 | 901 | 1.9870 | |
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| 2.4339 | 2.0 | 1802 | 7.5149 | |
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| 2.2428 | 3.0 | 2703 | 9.1814 | |
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| 2.2274 | 4.0 | 3604 | 8.1418 | |
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| 2.1944 | 5.0 | 4505 | 6.8951 | |
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| 2.1642 | 6.0 | 5406 | 7.9092 | |
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| 2.1312 | 7.0 | 6307 | 7.9537 | |
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| 2.1075 | 8.0 | 7208 | 8.6664 | |
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| 2.0891 | 9.0 | 8109 | 7.7073 | |
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| 2.077 | 10.0 | 9010 | 6.7505 | |
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### Framework versions |
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- Transformers 4.41.2 |
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- Pytorch 2.3.1+cu118 |
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- Datasets 2.20.0 |
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- Tokenizers 0.19.1 |
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