electra-base-discriminator_squad_mod

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

• Loss: 1.0307

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: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.8766	1.0	10950	0.8659
0.6171	2.0	21900	0.8856
0.4249	3.0	32850	1.0307

Framework versions

• Transformers 4.27.4
• Pytorch 2.0.0+cu118
• Datasets 2.11.0
• Tokenizers 0.13.3