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t5_codet5p_220m_tuned
juraj-juraj/t5_codet5p_220m_tuned
t5_codet5p_220m_tuned is a machine learning model from juraj-juraj. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- bsd-3-clause
- Model type
- t5
- Access
- Public
- Created
- Feb 6, 2024
- Updated
- Mar 27, 2024
- SHA
- 27bf939f
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
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
- Library
- transformers
- Type
- t5
- License
- bsd-3-clause
- Languages
- en
- Created
- Feb 6, 2024
- Updated
- Mar 27, 2024