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# codet5-small-v8

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: 0.0620
- Bleu Score: 0.0004
- Gen Len: 16.922

## Model description

Trained:
- dataset: chathuranga-jayanath/context-5-predict-token-for-fine-tune-without-comments-from-finmath-portion-1.0-prompt-2
- prompt: [BUG]...[CONTEXT]...[METHOD]...
  
## 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: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Bleu Score | Gen Len |
|:-------------:|:-----:|:-----:|:---------------:|:----------:|:-------:|
| 0.1297        | 1.0   | 5191  | 0.0920          | 0.0004     | 16.8981 |
| 0.0908        | 2.0   | 10382 | 0.0688          | 0.0004     | 16.9204 |
| 0.0787        | 3.0   | 15573 | 0.0620          | 0.0004     | 16.922  |


### Framework versions

- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "Salesforce/codet5-small", "model-index": [{"name": "codet5-small-v8", "results": []}]}
transformers tensorboard 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