mytt

This model is a fine-tuned version of philschmid/BERT-Banking77 on the banking77 dataset. It achieves the following results on the evaluation set:

• Loss: 0.3773
• F1: 0.9341

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: 5e-05
• train_batch_size: 16
• 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	F1
0.6045	1.0	626	0.4252	0.9146
0.1566	2.0	1252	0.3960	0.9289
0.0664	3.0	1878	0.3773	0.9341

Framework versions

• Transformers 4.36.2
• Pytorch 2.1.1+cu121
• Datasets 2.14.6
• Tokenizers 0.15.0