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kgpt2
akaigraham/kgpt2
kgpt2 is a text generation model from akaigraham. 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.
should 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
- Aug 15, 2023
- Updated
- Aug 15, 2023
- SHA
- 9d0cc167
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Base models
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. -->
kgpt2
This model is a fine-tuned version of distilgpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7114
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.2631 | 1.0 | 8 | 2.1033 |
| 2.1285 | 2.0 | 16 | 1.9838 |
| 2.0715 | 3.0 | 24 | 1.9079 |
| 2.0995 | 4.0 | 32 | 1.8528 |
| 2.0271 | 5.0 | 40 | 1.8074 |
| 1.9592 | 6.0 | 48 | 1.7816 |
| 1.9125 | 7.0 | 56 | 1.7446 |
| 1.9205 | 8.0 | 64 | 1.7277 |
| 1.8993 | 9.0 | 72 | 1.7178 |
| 1.8994 | 10.0 | 80 | 1.7114 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Aug 15, 2023
- Updated
- Aug 15, 2023