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--- |
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license: apache-2.0 |
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base_model: distilgpt2 |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: symptom-check-april-3 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# symptom-check-april-3 |
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This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on an unknown dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.6371 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- train_batch_size: 64 |
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- eval_batch_size: 64 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 10 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.4394 | 1.0 | 925 | 0.8613 | |
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| 0.8897 | 2.0 | 1850 | 0.7525 | |
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| 0.7971 | 3.0 | 2775 | 0.7043 | |
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| 0.7505 | 4.0 | 3700 | 0.6795 | |
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| 0.7253 | 5.0 | 4625 | 0.6628 | |
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| 0.7079 | 6.0 | 5550 | 0.6519 | |
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| 0.6999 | 7.0 | 6475 | 0.6450 | |
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| 0.692 | 8.0 | 7400 | 0.6404 | |
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| 0.6859 | 9.0 | 8325 | 0.6379 | |
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| 0.6821 | 10.0 | 9250 | 0.6371 | |
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### Framework versions |
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- Transformers 4.38.2 |
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- Pytorch 2.2.1+cu121 |
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- Datasets 2.18.0 |
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- Tokenizers 0.15.2 |
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