bt5-small-bangla_lemma
This model is a fine-tuned version of csebuetnlp/banglat5_small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8512
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.23 | 100 | 11.2822 |
| No log | 0.45 | 200 | 10.6983 |
| No log | 0.68 | 300 | 10.1553 |
| No log | 0.91 | 400 | 9.6258 |
| 10.0435 | 1.13 | 500 | 9.0264 |
| 10.0435 | 1.36 | 600 | 7.9661 |
| 10.0435 | 1.59 | 700 | 2.8449 |
| 10.0435 | 1.81 | 800 | 1.8512 |
Framework versions
- Transformers 4.38.1
- Pytorch 2.0.1
- Datasets 2.16.1
- Tokenizers 0.15.0
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Base model
csebuetnlp/banglat5_small