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
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