distilbert-medical-question_answer-finetuned-squad

This model is a fine-tuned version of OnePoint16/distilbert-medical-question_answer on the None dataset. It achieves the following results on the evaluation set:

• Loss: 2.1247

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: 16
• eval_batch_size: 16
• 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	32	2.6234
No log	2.0	64	2.1904
No log	3.0	96	2.1247

Framework versions

• Transformers 4.41.2
• Pytorch 2.3.1+cu121
• Datasets 2.19.2
• Tokenizers 0.19.1