summary-bbc-dataset-v6

This model is a fine-tuned version of ifyou819/summary-bbc-dataset-v5 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 1.1532

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-08
• train_batch_size: 4
• eval_batch_size: 4
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
1.3584	1.0	100	1.1533
1.6453	2.0	200	1.1533
1.4439	3.0	300	1.1533
1.4338	4.0	400	1.1532
1.5266	5.0	500	1.1532

ROUGE

• ROUGE-1: 0.5341943524066477
• ROUGE-2: 0.3911030610318238
• ROUGE-L: 0.4204449670524875

Framework versions

• Transformers 4.41.2
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.19.1