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# codet5-small-java-buggy-to-fixed-code

This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1496
- Rouge1: 28.945
- Rouge2: 25.498
- Rougel: 28.8801
- Rougelsum: 28.9201
- Gen Len: 18.9938

## 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: 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: 4
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| 0.26          | 1.0   | 3750  | 0.1799          | 28.745  | 25.2441 | 28.6738 | 28.7241   | 18.9872 |
| 0.212         | 2.0   | 7500  | 0.1589          | 28.8636 | 25.4151 | 28.7997 | 28.8427   | 18.9926 |
| 0.1975        | 3.0   | 11250 | 0.1510          | 28.9016 | 25.4349 | 28.8356 | 28.8809   | 18.989  |
| 0.1887        | 4.0   | 15000 | 0.1496          | 28.945  | 25.498  | 28.8801 | 28.9201   | 18.9938 |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["rouge"], "base_model": "Salesforce/codet5-small", "model-index": [{"name": "codet5-small-java-buggy-to-fixed-code", "results": []}]}
transformers safetensors t5 text2text-generation generated_from_trainer base_model:Salesforce/codet5-small license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us