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codet5-with-doc-new-v2
Patcas/codet5-with-doc-new-v2
codet5-with-doc-new-v2 is a machine learning model from Patcas. 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
- Feb 2, 2024
- Updated
- Feb 2, 2024
- SHA
- 42b8b97d
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-with-doc-new-v2
This model is a fine-tuned version of Salesforce/codet5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1823
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 230 | 1.7113 |
| No log | 2.0 | 460 | 1.4636 |
| 2.0262 | 3.0 | 690 | 1.3413 |
| 2.0262 | 4.0 | 920 | 1.2793 |
| 1.0874 | 5.0 | 1150 | 1.2337 |
| 1.0874 | 6.0 | 1380 | 1.2143 |
| 0.812 | 7.0 | 1610 | 1.1925 |
| 0.812 | 8.0 | 1840 | 1.1822 |
| 0.6642 | 9.0 | 2070 | 1.1865 |
| 0.6642 | 10.0 | 2300 | 1.1823 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Feb 2, 2024
- Updated
- Feb 2, 2024