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codet5-fine-tuned
dgktrnh/codet5-fine-tuned
codet5-fine-tuned is a machine learning model from dgktrnh. 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
- Apr 19, 2024
- Updated
- May 9, 2024
- SHA
- 5bf020d5
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. -->
codet5-fine-tuned
This model is a fine-tuned version of Salesforce/codet5p-220m on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0726
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: 5e-05
- train_batch_size: 3
- eval_batch_size: 3
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 12
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.99 | 56 | 0.0618 |
| 0.0882 | 1.99 | 113 | 0.0578 |
| 0.0882 | 3.0 | 170 | 0.0567 |
| 0.0503 | 4.0 | 227 | 0.0560 |
| 0.0503 | 4.99 | 283 | 0.0569 |
| 0.0396 | 5.99 | 340 | 0.0574 |
| 0.0396 | 7.0 | 397 | 0.0584 |
| 0.03 | 8.0 | 454 | 0.0601 |
| 0.0231 | 8.99 | 510 | 0.0612 |
| 0.0231 | 9.99 | 567 | 0.0646 |
| 0.0184 | 11.0 | 624 | 0.0647 |
| 0.0184 | 12.0 | 681 | 0.0665 |
| 0.0146 | 12.99 | 737 | 0.0671 |
| 0.0146 | 13.99 | 794 | 0.0677 |
| 0.012 | 15.0 | 851 | 0.0708 |
| 0.0099 | 16.0 | 908 | 0.0712 |
| 0.0099 | 16.99 | 964 | 0.0725 |
| 0.0087 | 17.99 | 1021 | 0.0720 |
| 0.0087 | 19.0 | 1078 | 0.0727 |
| 0.0079 | 19.74 | 1120 | 0.0726 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.1.2
- Datasets 2.19.1
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- bsd-3-clause
- Created
- Apr 19, 2024
- Updated
- May 9, 2024