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# codet5-small-tac-v2

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: 0.1037
- Rouge1: 65.3342
- Rouge2: 61.2821
- Rougel: 65.0424
- Rougelsum: 65.1699
- Gen Len: 18.8855

## 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: 3
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Rouge1  | Rouge2  | Rougel  | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|
| 0.1385        | 1.0   | 2918 | 0.1154          | 65.2178 | 61.0354 | 64.906  | 65.0335   | 18.8811 |
| 0.1224        | 2.0   | 5836 | 0.1065          | 65.2332 | 61.0846 | 64.9253 | 65.0505   | 18.9008 |
| 0.1183        | 3.0   | 8754 | 0.1037          | 65.3342 | 61.2821 | 65.0424 | 65.1699   | 18.8855 |


### 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-tac-v2", "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