Edit model card


This model is a fine-tuned version of deepset/roberta-base-squad2 on the squad_v2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8815

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: 1

Training results

Training Loss Epoch Step Validation Loss
0.6979 1.0 16478 0.8815

Framework versions

  • Transformers 4.19.4
  • Pytorch 1.8.1+cu111
  • Datasets 2.2.2
  • Tokenizers 0.12.1
Downloads last month
Hosted inference API
Question Answering
This model can be loaded on the Inference API on-demand.

Dataset used to train Marscen/roberta-base-squad2-finetuned-squad2