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: 1.2174

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: 32
• eval_batch_size: 32
• 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
1.5751	1.0	2767	1.3952
1.2939	2.0	5534	1.2458
1.1866	3.0	8301	1.2174

Framework versions

• Transformers 4.12.5
• Pytorch 1.10.0+cu111
• Datasets 1.16.1
• Tokenizers 0.10.3