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symptom-check-april-4
akhileshav8/symptom-check-april-4
symptom-check-april-4 is a text generation model from akhileshav8. 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
- Apr 4, 2024
- Updated
- Apr 4, 2024
- SHA
- 670f6a57
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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. -->
symptom-check-april-4
This model is a fine-tuned version of distilgpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.7701
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 12
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6832 | 1.0 | 760 | 1.0709 |
| 1.0634 | 2.0 | 1520 | 0.9318 |
| 0.9903 | 3.0 | 2280 | 0.8711 |
| 0.9194 | 4.0 | 3040 | 0.8364 |
| 0.8973 | 5.0 | 3800 | 0.8148 |
| 0.8668 | 6.0 | 4560 | 0.8001 |
| 0.8552 | 7.0 | 5320 | 0.7892 |
| 0.8389 | 8.0 | 6080 | 0.7811 |
| 0.8333 | 9.0 | 6840 | 0.7770 |
| 0.8251 | 10.0 | 7600 | 0.7728 |
| 0.8233 | 11.0 | 8360 | 0.7711 |
| 0.8177 | 12.0 | 9120 | 0.7701 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Apr 4, 2024
- Updated
- Apr 4, 2024