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End of training

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  1. README.md +57 -0
  2. pytorch_model.bin +1 -1
README.md ADDED
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+ ---
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+ license: mit
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+ base_model: microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - squad
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+ model-index:
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+ - name: pubmed-bert-squad-covidqa
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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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+ # pubmed-bert-squad-covidqa
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+
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+ This model is a fine-tuned version of [microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract](https://huggingface.co/microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract) on the squad dataset.
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+ It achieves the following results on the evaluation set:
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+ - eval_loss: 1.0031
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+ - eval_runtime: 150.8766
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+ - eval_samples_per_second: 70.057
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+ - eval_steps_per_second: 2.194
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+ - epoch: 2.0
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+ - step: 5476
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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: 32
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+ - eval_batch_size: 32
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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: 3
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+
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+ ### Framework versions
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+
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+ - Transformers 4.33.0
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+ - Pytorch 2.0.0
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+ - Datasets 2.1.0
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+ - Tokenizers 0.13.3
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