electra-small-discriminator-finetuned-squad

This model is a fine-tuned version of google/electra-small-discriminator on the squad dataset. It achieves the following results on the evaluation set:

• Loss: 1.1732

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
1.3704	1.0	5533	1.2608
1.168	2.0	11066	1.1946
1.0192	3.0	16599	1.1732

Framework versions

• Transformers 4.35.2
• Pytorch 2.1.0+cu118
• Datasets 2.15.0
• Tokenizers 0.15.0