codet5-small-ft-v10
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: 0.6076
- Rouge1: 64.7797
- Rouge2: 49.8902
- Rougel: 62.433
- Rougelsum: 61.8109
- Gen Len: 12.9286
Model description
More information needed
FORMAT
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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 | 19 | 1.9088 | 54.5113 | 41.9981 | 53.7739 | 53.7474 | 12.3286 |
| No log | 2.0 | 38 | 1.1442 | 66.1136 | 56.2675 | 65.0547 | 64.8304 | 12.4857 |
| No log | 3.0 | 57 | 0.6821 | 67.6198 | 52.8142 | 64.9905 | 64.3787 | 13.3429 |
| No log | 4.0 | 76 | 0.6076 | 64.7797 | 49.8902 | 62.433 | 61.8109 | 12.9286 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
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Base model
Salesforce/codet5-small