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banglat5_banglaparaphrase-finetuned-bn-to-bn
This model is a fine-tuned version of csebuetnlp/banglat5_banglaparaphrase on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Bleu: 18.3191
- Gen Len: 12.6709
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.0 | 1.0 | 587 | nan | 18.3191 | 12.6709 |
| 0.0 | 2.0 | 1174 | nan | 18.3191 | 12.6709 |
| 0.0 | 3.0 | 1761 | nan | 18.3191 | 12.6709 |
| 0.0 | 4.0 | 2348 | nan | 18.3191 | 12.6709 |
| 0.0 | 5.0 | 2935 | nan | 18.3191 | 12.6709 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
