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--- |
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library_name: transformers |
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base_model: NlpHUST/gpt2-vietnamese |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: vietnamese-poem-hustgpt2-lucbat |
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results: [] |
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datasets: |
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- phamson02/vietnamese-poetry-corpus |
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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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# vietnamese-poem-hustgpt2-lucbat |
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This model is a fine-tuned version of [NlpHUST/gpt2-vietnamese](https://huggingface.co/NlpHUST/gpt2-vietnamese) on [phamson02/vietnamese-poetry-corpus](https://huggingface.co/datasets/phamson02/vietnamese-poetry-corpus). |
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It achieves the following results on the evaluation set: |
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- Loss: 3.7802 |
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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: 4 |
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- eval_batch_size: 4 |
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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: 3 |
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- mixed_precision_training: Native AMP |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:-----:|:---------------:| |
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| 3.878 | 1.0 | 17989 | 3.8761 | |
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| 3.7714 | 2.0 | 35978 | 3.7996 | |
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| 3.7267 | 3.0 | 53967 | 3.7802 | |
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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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- Datasets 3.2.0 |
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- Tokenizers 0.21.0 |
