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distilgpt2_pubmed
cemilcelik/distilgpt2_pubmed
distilgpt2_pubmed is a text generation model from cemilcelik. 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 29, 2022
- Updated
- Aug 29, 2022
- SHA
- 8e540b25
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. -->
distilgpt2_pubmed
This model is a fine-tuned version of distilgpt2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.8745
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: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.7569 | 1.0 | 528 | 2.0859 |
| 2.1098 | 2.0 | 1056 | 1.9187 |
| 2.0058 | 3.0 | 1584 | 1.8745 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.11.0+cpu
- Datasets 2.1.0
- Tokenizers 0.12.1
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Aug 29, 2022
- Updated
- Aug 29, 2022