my_sequenceClassification_model

This model is a fine-tuned version of martin-ha/toxic-comment-model on the ag_news dataset. It achieves the following results on the evaluation set:

• Loss: 0.0299
• Accuracy: 0.4928

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: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.0255	1.0	7500	0.0390	0.4909
0.0133	2.0	15000	0.0299	0.4928

Framework versions

• Transformers 4.33.2
• Pytorch 2.0.1
• Datasets 2.14.5
• Tokenizers 0.13.3