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distilgpt_new_0040
bigmorning/distilgpt_new_0040
distilgpt_new_0040 is a text generation model from bigmorning. Use it when you need the model to write or continue text. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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Repo size
610 MB
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Jul 21, 2022
- Updated
- Jul 21, 2022
- SHA
- b8407b6f
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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. -->
distilgpt_new_0040
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 2.9767
- Validation Loss: 2.8643
- Epoch: 39
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: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 5.6632 | 4.5153 | 0 |
| 4.4292 | 4.0923 | 1 |
| 4.1169 | 3.8723 | 2 |
| 3.9326 | 3.7260 | 3 |
| 3.8026 | 3.6281 | 4 |
| 3.7045 | 3.5355 | 5 |
| 3.6254 | 3.4645 | 6 |
| 3.5604 | 3.4093 | 7 |
| 3.5048 | 3.3587 | 8 |
| 3.4569 | 3.3136 | 9 |
| 3.4155 | 3.2778 | 10 |
| 3.3791 | 3.2443 | 11 |
| 3.3470 | 3.2157 | 12 |
| 3.3183 | 3.1854 | 13 |
| 3.2922 | 3.1642 | 14 |
| 3.2685 | 3.1400 | 15 |
| 3.2467 | 3.1193 | 16 |
| 3.2267 | 3.1009 | 17 |
| 3.2078 | 3.0838 | 18 |
| 3.1904 | 3.0689 | 19 |
| 3.1739 | 3.0520 | 20 |
| 3.1584 | 3.0379 | 21 |
| 3.1438 | 3.0255 | 22 |
| 3.1300 | 3.0116 | 23 |
| 3.1168 | 2.9965 | 24 |
| 3.1044 | 2.9866 | 25 |
| 3.0925 | 2.9752 | 26 |
| 3.0812 | 2.9631 | 27 |
| 3.0704 | 2.9539 | 28 |
| 3.0601 | 2.9458 | 29 |
| 3.0502 | 2.9340 | 30 |
| 3.0408 | 2.9251 | 31 |
| 3.0317 | 2.9179 | 32 |
| 3.0230 | 2.9082 | 33 |
| 3.0147 | 2.9002 | 34 |
| 3.0065 | 2.8948 | 35 |
| 2.9987 | 2.8855 | 36 |
| 2.9911 | 2.8779 | 37 |
| 2.9838 | 2.8706 | 38 |
| 2.9767 | 2.8643 | 39 |
Framework versions
- Transformers 4.20.1
- TensorFlow 2.8.2
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Created
- Jul 21, 2022
- Updated
- Jul 21, 2022