bert-fa-QA-v1

Persian Question and answer Model Based on Bert Model

This model is a fine-tuned version of ParsBERT on PersianQA dataset. It achieves the following results on the evaluation set:

• Loss: 1.7297

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: 3e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss
2.2563	1.0	1126	1.7222
1.3372	2.0	2252	1.7297

Framework versions

• Transformers 4.9.0
• Pytorch 1.9.0+cu102
• Tokenizers 0.10.3