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gpt2-thai-romanization
caffsean/gpt2-thai-romanization
gpt2-thai-romanization is a text generation model from caffsean. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt2
- Access
- Public
- Created
- Feb 20, 2023
- Updated
- Feb 20, 2023
- SHA
- f4c2cd16
Try a prompt
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. -->
gpt2-thai-romanization
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9597
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: 5e-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
- lr_scheduler_warmup_steps: 23741
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4961 | 1.0 | 2968 | 1.4161 |
| 1.3384 | 2.0 | 5936 | 1.2793 |
| 1.2067 | 3.0 | 8904 | 1.1694 |
| 1.1307 | 4.0 | 11872 | 1.0987 |
| 1.0965 | 5.0 | 14840 | 1.0531 |
| 1.045 | 6.0 | 17808 | 1.0233 |
| 1.0179 | 7.0 | 20776 | 1.0021 |
| 0.9902 | 8.0 | 23744 | 0.9826 |
| 0.9405 | 9.0 | 26712 | 0.9660 |
| 0.9145 | 10.0 | 29680 | 0.9597 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- mit
- Created
- Feb 20, 2023
- Updated
- Feb 20, 2023