End of training
Browse files- README.md +61 -0
- pytorch_model.bin +1 -1
- tokenizer.json +3 -3
- training_args.bin +1 -1
README.md
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---
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license: mit
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base_model: Sarmila/pubmed-bert-mlm
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tags:
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- generated_from_trainer
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datasets:
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- covid_qa_deepset
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model-index:
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- name: pubmed-bert-mlm-squad-covidqa
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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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# pubmed-bert-mlm-squad-covidqa
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This model is a fine-tuned version of [Sarmila/pubmed-bert-mlm](https://huggingface.co/Sarmila/pubmed-bert-mlm) on the covid_qa_deepset dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5812
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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: 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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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 51 | 0.5056 |
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| No log | 2.0 | 102 | 0.5423 |
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| No log | 3.0 | 153 | 0.5812 |
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### Framework versions
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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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pytorch_model.bin
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tokenizer.json
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training_args.bin
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