models

This model is a fine-tuned version of google/pegasus-pubmed on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 2.8844
• Rouge1: 36.8587
• Rouge2: 12.7373
• Rougel: 23.9623
• Rougelsum: 31.0333
• Gen Len: 106.2

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: 0.0001
• train_batch_size: 4
• eval_batch_size: 4
• seed: 100
• optimizer: Adafactor
• lr_scheduler_type: linear
• num_epochs: 1.0

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	100	2.8844	36.5048	15.2772	23.4469	31.6065	181.9

Framework versions

• Transformers 4.33.2
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.13.3