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: working
  results: []
---

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# working

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: 1.7567
- Bleu: 16.8754
- Gen Len: 11.7975

## 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 |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|
| No log        | 1.0   | 450  | 1.7403          | 14.5679 | 11.9038 |
| 2.1563        | 2.0   | 900  | 1.6685          | 15.1417 | 11.7188 |
| 1.5765        | 3.0   | 1350 | 1.6712          | 16.0438 | 11.7525 |
| 1.2297        | 4.0   | 1800 | 1.7176          | 16.9394 | 11.8238 |
| 1.0072        | 5.0   | 2250 | 1.7567          | 16.8754 | 11.7975 |


### Framework versions

- Transformers 4.37.0
- Pytorch 1.13.1+cu117
- Datasets 2.1.0
- Tokenizers 0.15.1
