transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:csebuetnlp/banglat5 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
base_model: csebuetnlp/banglat5
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: Model_run_korai_lagbe
  results: []
---

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# Model_run_korai_lagbe

This model is a fine-tuned version of [csebuetnlp/banglat5](https://huggingface.co/csebuetnlp/banglat5) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.5785
- Bleu: 18.6683
- Gen Len: 11.5981

## 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: 0.0005
- 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

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu    | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
| 1.9574        | 1.0   | 1800 | 1.5379          | 16.7857 | 11.6603 |
| 1.5368        | 2.0   | 3600 | 1.4768          | 17.6951 | 11.6234 |
| 1.2285        | 3.0   | 5400 | 1.4869          | 18.2589 | 11.6088 |
| 0.9943        | 4.0   | 7200 | 1.5305          | 18.0562 | 11.5131 |
| 0.8437        | 5.0   | 9000 | 1.5785          | 18.6683 | 11.5981 |


### Framework versions

- Transformers 4.37.2
- Pytorch 1.13.1+cu117
- Datasets 2.17.1
- Tokenizers 0.15.2
