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codet5-small-v11
chathuranga-jayanath/codet5-small-v11
codet5-small-v11 is a machine learning model from chathuranga-jayanath. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Jan 31, 2024
- Updated
- Feb 1, 2024
- SHA
- e8655edd
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-small-v11
This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1410
- Bleu Score: 0.0004
- Gen Len: 13.1271
Model description
Trained:
- on: chathuranga-jayanath/formatted-selfapr-train-data
- prompt: selfapr train data format -> [BUG]...[CONTEXT]...[CLASS]...[ERROR] <fe> <ce>
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: 2e-05
- train_batch_size: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len |
|---|---|---|---|---|---|
| 0.2246 | 1.0 | 10656 | 0.1778 | 0.0004 | 13.1185 |
| 0.1915 | 2.0 | 21312 | 0.1489 | 0.0004 | 13.1311 |
| 0.1623 | 3.0 | 31968 | 0.1410 | 0.0004 | 13.1271 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jan 31, 2024
- Updated
- Feb 1, 2024