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--- |
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base_model: dccuchile/bert-base-spanish-wwm-uncased |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: bert_adaptation_peppa_pig |
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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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# bert_adaptation_peppa_pig |
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This model is a fine-tuned version of [dccuchile/bert-base-spanish-wwm-uncased](https://huggingface.co/dccuchile/bert-base-spanish-wwm-uncased) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 2.1252 |
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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: 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: 11 |
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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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| 3.9988 | 1.0 | 35 | 3.3062 | |
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| 2.7629 | 2.0 | 70 | 2.5193 | |
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| 2.4343 | 3.0 | 105 | 2.2689 | |
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| 2.2476 | 4.0 | 140 | 2.2579 | |
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| 2.0597 | 5.0 | 175 | 2.0931 | |
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| 2.0213 | 6.0 | 210 | 2.2532 | |
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| 1.9664 | 7.0 | 245 | 2.2784 | |
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| 1.9355 | 8.0 | 280 | 1.9707 | |
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| 1.823 | 9.0 | 315 | 1.9029 | |
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| 1.8287 | 10.0 | 350 | 1.9168 | |
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| 1.7948 | 11.0 | 385 | 1.8101 | |
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### Framework versions |
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- Transformers 4.35.2 |
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- Pytorch 2.1.0+cu118 |
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- Datasets 2.15.0 |
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- Tokenizers 0.15.0 |
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