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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Model tree for juraj-juraj/t5_codet5p_220m_tuned
Base model
Salesforce/codet5p-220mDataset used to train juraj-juraj/t5_codet5p_220m_tuned
Evaluation results
- Bleu on juraj-juraj/python-docstring-human-gpt-generated-mixself-reported16.109