Pegasus_paraphraser_Com_5
This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_Com_4 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2185
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: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.1972 | 0.98 | 500 | 0.1900 |
| 0.1751 | 1.96 | 1000 | 0.2030 |
| 0.1592 | 2.94 | 1500 | 0.2125 |
| 0.1455 | 3.92 | 2000 | 0.2185 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3