results

This model is a fine-tuned version of ml6team/keyphrase-extraction-distilbert-inspec on the inspec dataset. It achieves the following results on the evaluation set:

• Loss: 0.2616

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.0004	3.12	100	0.2452
0.0002	6.25	200	0.2559
0.0001	9.38	300	0.2616

Framework versions

• Transformers 4.33.1
• Pytorch 2.0.1+cu118
• Datasets 2.14.5
• Tokenizers 0.13.3