Pegasus_paraphraser_Com_6
This model is a fine-tuned version of Gayathri142214002/Pegasus_paraphraser_Com_5 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2132
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 |
|---|---|---|---|
| 0.1842 | 0.96 | 500 | 0.1835 |
| 0.1657 | 1.92 | 1000 | 0.1988 |
| 0.1516 | 2.89 | 1500 | 0.2056 |
| 0.1418 | 3.85 | 2000 | 0.2132 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3