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End of training

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  1. README.md +61 -0
  2. generation_config.json +7 -0
README.md ADDED
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+ ---
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+ base_model: luqh/ClinicalT5-base
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: medical_jargons_simplifier2
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+ results: []
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+ ---
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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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+
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+ # medical_jargons_simplifier2
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+
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+ This model is a fine-tuned version of [luqh/ClinicalT5-base](https://huggingface.co/luqh/ClinicalT5-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.8220
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 4
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+ - eval_batch_size: 4
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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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+ - lr_scheduler_warmup_steps: 5
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+ - num_epochs: 2
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:------:|:----:|:---------------:|
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+ | 10.7846 | 0.3378 | 50 | 6.4430 |
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+ | 4.2345 | 0.6757 | 100 | 1.4337 |
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+ | 1.6372 | 1.0135 | 150 | 0.9226 |
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+ | 1.1813 | 1.3514 | 200 | 0.8504 |
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+ | 1.1087 | 1.6892 | 250 | 0.8220 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.41.2
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+ - Pytorch 2.1.2
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+ - Datasets 2.19.2
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+ - Tokenizers 0.19.1
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "decoder_start_token_id": 0,
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+ "eos_token_id": 1,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.41.2"
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+ }