transformers tensorboard safetensors t5 text2text-generation generated_from_trainer base_model:Salesforce/codet5-base license:apache-2.0 autotrain_compatible endpoints_compatible text-generation-inference region:us
---
license: apache-2.0
base_model: Salesforce/codet5-base
tags:
- generated_from_trainer
model-index:
- name: codet5-base-v1
  results: []
---

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# codet5-base-v1

This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1484
- Bleu Score: 0.0628
- Gen Len: 12.8108

## Model description

Trained,
- on: chathuranga-jayanath/context-5-predict-token-for-fine-tune. 
- epochs: 3
- metric: bleu
- tokens added: [BUG], [CONTEXT], [DELETED]

## 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: 20
- eval_batch_size: 20
- 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 |
|:-------------:|:-----:|:----:|:---------------:|:----------:|:-------:|
| No log        | 1.0   | 16   | 0.3666          | 0.0607     | 12.9189 |
| No log        | 2.0   | 32   | 0.1967          | 0.0618     | 12.9189 |
| No log        | 3.0   | 48   | 0.1484          | 0.0628     | 12.8108 |


### Framework versions

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