banglat5-headlineBT5_WithIp
This model is a fine-tuned version of csebuetnlp/banglat5 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.4653
- Rouge1: 0.0
- Rouge2: 0.0
- Rougel: 0.0
- Rougelsum: 0.0
- Gen Len: 11.9579
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
---|---|---|---|---|---|---|---|---|
5.9164 | 1.0 | 403 | 4.7729 | 0.0 | 0.0 | 0.0 | 0.0 | 17.1757 |
5.2662 | 2.0 | 806 | 4.0701 | 0.0 | 0.0 | 0.0 | 0.0 | 13.2995 |
4.7774 | 3.0 | 1209 | 3.7262 | 0.0 | 0.0 | 0.0 | 0.0 | 12.3342 |
4.8228 | 4.0 | 1612 | 3.5233 | 0.0 | 0.0 | 0.0 | 0.0 | 11.9975 |
4.2654 | 5.0 | 2015 | 3.4653 | 0.0 | 0.0 | 0.0 | 0.0 | 11.9579 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
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