pegasus-reddit

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

• Loss: 3.3329
• Rouge1: 23.967
• Rouge2: 5.0032
• Rougel: 15.3267
• Rougelsum: 18.5905
• Gen Len: 69.2193

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: 6.35e-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: cosine
• lr_scheduler_warmup_steps: 500
• num_epochs: 1.0
• mixed_precision_training: Native AMP

Training results

Framework versions

• Transformers 4.16.2
• Pytorch 1.10.1
• Datasets 1.17.0
• Tokenizers 0.10.3