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--- |
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base_model: SandriBarros/clinical_longformer_same_tokens_2epochs_100k |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: clinical_longformer_same_tokens_2epochs_150k |
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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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# clinical_longformer_same_tokens_2epochs_150k |
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This model is a fine-tuned version of [SandriBarros/clinical_longformer_same_tokens_2epochs_100k](https://huggingface.co/SandriBarros/clinical_longformer_same_tokens_2epochs_100k) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 1.5101 |
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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: 2 |
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- eval_batch_size: 16 |
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- seed: 42 |
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- gradient_accumulation_steps: 64 |
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- total_train_batch_size: 128 |
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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: 1500 |
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- num_epochs: 1 |
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### Training results |
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| Training Loss | Epoch | Step | Validation Loss | |
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|:-------------:|:-----:|:----:|:---------------:| |
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| 1.8359 | 0.18 | 65 | 1.5336 | |
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| 1.5568 | 0.37 | 130 | 1.5192 | |
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| 1.6439 | 0.55 | 195 | 1.5294 | |
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| 1.6353 | 0.74 | 260 | 1.5057 | |
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| 1.5156 | 0.92 | 325 | 1.5101 | |
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### Framework versions |
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- Transformers 4.35.2 |
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- Pytorch 2.1.0+cu118 |
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- Datasets 2.15.0 |
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- Tokenizers 0.15.0 |
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