topic_classification_01

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

• Train Loss: 0.0306
• Train Binary Crossentropy: 0.5578
• Epoch: 9

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
0.0397	0.7274	0
0.0352	0.6392	1
0.0339	0.6142	2
0.0330	0.5989	3
0.0324	0.5882	4
0.0319	0.5799	5
0.0315	0.5730	6
0.0312	0.5672	7
0.0309	0.5623	8
0.0306	0.5578	9

Framework versions

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