bart-large-mnli-rotten-tomatoes

This model is a fine-tuned version of facebook/bart-large-mnli on the rotten_tomatoes dataset. It achieves the following results on the evaluation set:

• Loss: 0.6032

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
0.1965	1.0	1067	0.6041
0.1604	2.0	2134	0.6165
0.0796	3.0	3201	0.6032

Framework versions

• Transformers 4.28.0
• Pytorch 2.0.0+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3