README.md

metadata

language:
  - en
license: bsd-3-clause
base_model: Salesforce/codet5p-220m
tags:
  - generated_from_trainer
datasets:
  - juraj-juraj/python-docstring-human-gpt-generated-mix
metrics:
  - bleu
model-index:
  - name: t5_codet5p_220m_tuned
    results:
      - task:
          name: Translation
          type: translation
        dataset:
          name: juraj-juraj/python-docstring-human-gpt-generated-mix
          type: juraj-juraj/python-docstring-human-gpt-generated-mix
        metrics:
          - name: Bleu
            type: bleu
            value: 16.1093

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