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phobert-base-finetuned-imdb
ChauNguyen23/phobert-base-finetuned-imdb
phobert-base-finetuned-imdb is a fill-mask model from ChauNguyen23. 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
- roberta
- Access
- Public
- Created
- Jul 8, 2022
- Updated
- Jul 8, 2022
- SHA
- 2b82f37c
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Datasets
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. -->
phobert-base-finetuned-imdb
This model is a fine-tuned version of vinai/phobert-base on the imdb dataset. It achieves the following results on the evaluation set:
- Loss: 2.6149
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.3266 | 1.0 | 157 | 2.7949 |
| 2.9162 | 2.0 | 314 | 2.6515 |
| 2.8177 | 3.0 | 471 | 2.6452 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- Created
- Jul 8, 2022
- Updated
- Jul 8, 2022