deberta_squadnewsqa

This model is a fine-tuned version of microsoft/deberta-v3-base on the Squad_v2 and NewsQA datasets. It achieves the following results on the evaluation set:

• Loss: 0.9648

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: 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: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.0355	1.0	14875	0.9648

Framework versions

• Transformers 4.28.0
• Pytorch 2.0.0
• Datasets 2.12.0
• Tokenizers 0.13.3