KeyPhrase
This model is a fine-tuned version of ml6team/keyphrase-extraction-kbir-semeval2017 on the semeval2017 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3421
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 175 | 0.2657 |
| No log | 2.0 | 350 | 0.3060 |
| 0.0299 | 3.0 | 525 | 0.3421 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2