pubmed-bert-mlm-squad-covidqa

This model is a fine-tuned version of Sarmila/pubmed-bert-mlm on the covid_qa_deepset dataset. It achieves the following results on the evaluation set:

• Loss: 0.5812

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	51	0.5056
No log	2.0	102	0.5423
No log	3.0	153	0.5812

Framework versions

• Transformers 4.33.0
• Pytorch 2.0.0
• Datasets 2.1.0
• Tokenizers 0.13.3