jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion

This model is a fine-tuned version of microsoft/xtremedistil-l6-h256-uncased on go_emotions and emotion. It achieves the following results on the evaluation set:

• Train Loss: 0.0282
• Train Binary Crossentropy: 0.4836
• Epoch: 8

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:

• optimizer: {'name': 'Adam', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
• training_precision: float32

Training results

Train Loss	Train Binary Crossentropy	Epoch
0.0487	0.6401	0
0.0348	0.5925	1
0.0319	0.5393	2
0.0306	0.5168	3
0.0298	0.5045	4
0.0292	0.4970	5
0.0288	0.4916	6
0.0284	0.4878	7
0.0282	0.4836	8

Framework versions

• Transformers 4.20.1
• TensorFlow 2.9.1
• Datasets 2.3.2
• Tokenizers 0.12.1