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TGPT-2-345M
nakcnx/TGPT-2-345M
TGPT-2-345M is a text generation model from nakcnx. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- Mar 6, 2023
- SHA
- d732e41d
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Datasets
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. -->
TGPT-2-345M
This model is a fine-tuned version of on an Thai Wikipedia dataset. It achieves the following results on the evaluation set:
- Train Loss: 2.6217
- Train Accuracy: 0.5400
- Epoch: 3
Model description
Intended uses & limitations
Training and evaluation data
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': 1.0, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': 3e-05, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Train Accuracy | Epoch |
|---|---|---|
| 3.5955 | 0.4289 | 0 |
| 2.8630 | 0.5107 | 1 |
| 2.6217 | 0.5400 | 2 |
Framework versions
- Transformers 4.26.0
- TensorFlow 2.11.0
- Datasets 2.10.0
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Languages
- th
- Created
- Mar 4, 2023
- Updated
- Mar 6, 2023