my_awesome_opus_books_model
This model is a fine-tuned version of csebuetnlp/banglat5_nmt_bn_en on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: nan
- Bleu: 36.4281
- Gen Len: 82.125
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: 1e-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 |
|---|---|---|---|---|---|
| No log | 1.0 | 4 | nan | 36.4281 | 82.125 |
| No log | 2.0 | 8 | nan | 36.4281 | 82.125 |
| No log | 3.0 | 12 | nan | 36.4281 | 82.125 |
| No log | 4.0 | 16 | nan | 36.4281 | 82.125 |
| No log | 5.0 | 20 | nan | 36.4281 | 82.125 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
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Base model
csebuetnlp/banglat5_nmt_bn_en