t5_codet5p_220m_tuned

This model is a fine-tuned version of Salesforce/codet5p-220m on the juraj-juraj/python-docstring-human-gpt-generated-mix dataset. It achieves the following results on the evaluation set:

Loss: 1.9219
Bleu: 16.1093
Gen Len: 78.177

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: 1e-05
train_batch_size: 6
eval_batch_size: 6
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Framework versions

Transformers 4.38.2
Pytorch 2.1.2+cu121
Datasets 2.18.0
Tokenizers 0.15.2

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Safetensors

Model size

0.2B params

Tensor type

F32

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Base model

Salesforce/codet5p-220m

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Dataset used to train juraj-juraj/t5_codet5p_220m_tuned

Evaluation results

Bleu on juraj-juraj/python-docstring-human-gpt-generated-mix
self-reported

16.109