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codet5-small-ft-v3
ayeshgk/codet5-small-ft-v3
codet5-small-ft-v3 is a machine learning model from ayeshgk. 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 20, 2024
- Updated
- Jan 20, 2024
- SHA
- 578830c6
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-ft-v3
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: 2.3637
- Rouge1: 43.6813
- Rouge2: 23.5511
- Rougel: 41.3344
- Rougelsum: 41.3133
- Gen Len: 15.4815
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 5 | 4.0679 | 33.211 | 16.5431 | 32.2171 | 32.5082 | 17.1852 |
| No log | 2.0 | 10 | 2.9674 | 35.4549 | 17.5051 | 34.2717 | 34.5858 | 16.7407 |
| No log | 3.0 | 15 | 2.4874 | 40.3342 | 21.4844 | 39.1385 | 39.3387 | 16.4074 |
| No log | 4.0 | 20 | 2.3637 | 43.6813 | 23.5511 | 41.3344 | 41.3133 | 15.4815 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Jan 20, 2024
- Updated
- Jan 20, 2024