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bert_adaptation_peppa_pig
Chelo11/bert_adaptation_peppa_pig
bert_adaptation_peppa_pig is a fill-mask model from Chelo11. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Sep 13, 2023
- Updated
- Sep 13, 2023
- SHA
- 1d7011ad
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
bert_adaptation_peppa_pig
This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.9437
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 11
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.758 | 1.0 | 70 | 3.1082 |
| 2.763 | 2.0 | 140 | 2.5174 |
| 2.3389 | 3.0 | 210 | 2.3997 |
| 2.1706 | 4.0 | 280 | 2.1940 |
| 2.0781 | 5.0 | 350 | 2.4517 |
| 2.0058 | 6.0 | 420 | 2.1393 |
| 1.8748 | 7.0 | 490 | 2.2303 |
| 1.8267 | 8.0 | 560 | 2.2157 |
| 1.7874 | 9.0 | 630 | 2.0251 |
| 1.7614 | 10.0 | 700 | 2.1635 |
| 1.7023 | 11.0 | 770 | 1.9857 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- Created
- Sep 13, 2023
- Updated
- Sep 13, 2023