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dung_NT_model_save
dung1308/dung_NT_model_save
dung_NT_model_save is a fill-mask model from dung1308. Use it when you need the model to fill a missing word. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- roberta
- Access
- Public
- Created
- Nov 22, 2022
- Updated
- Nov 22, 2022
- SHA
- 91545339
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
dung1308/dung_NT_model_save
This model is a fine-tuned version of vinai/phobert-base on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 3.8144
- Validation Loss: 3.6030
- Epoch: 2
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: mixed_float16
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 4.4431 | 3.9985 | 0 |
| 3.9986 | 3.8016 | 1 |
| 3.8144 | 3.6030 | 2 |
Framework versions
- Transformers 4.18.0
- TensorFlow 2.8.0
- Datasets 2.7.0
- Tokenizers 0.11.0
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- Created
- Nov 22, 2022
- Updated
- Nov 22, 2022