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# t5_Question_Generation_4

This model is a fine-tuned version of [Gayathri142214002/t5_Question_Generation_3](https://huggingface.co/Gayathri142214002/t5_Question_Generation_3) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3653

## 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: 0.0001
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step  | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 0.4286        | 1.57  | 5000  | 0.3839          |
| 0.3469        | 3.14  | 10000 | 0.3729          |
| 0.2993        | 4.71  | 15000 | 0.3642          |
| 0.2704        | 6.28  | 20000 | 0.3653          |


### Framework versions

- Transformers 4.29.2
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "model-index": [{"name": "t5_Question_Generation_4", "results": []}]}
transformers pytorch t5 text2text-generation generated_from_trainer license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us