mobilebert-uncased-finetuned-squadv1-231123

This model is a fine-tuned version of mrm8488/mobilebert-uncased-finetuned-squadv1 on the squad dataset. It achieves the following results on the evaluation set:

• Loss: 1.1338

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: 4
• eval_batch_size: 4
• 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
0.8437	1.0	22131	0.9812
0.7523	2.0	44262	1.0521
0.5809	3.0	66393	1.1338

Framework versions

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