codet5-base-v2
This model is a fine-tuned version of Salesforce/codet5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1017
- Bleu Score: 0.0024
- Gen Len: 16.9656
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: 10
- eval_batch_size: 10
- 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 |
|---|---|---|---|---|---|
| 0.1589 | 1.0 | 1558 | 0.1300 | 0.0024 | 16.9214 |
| 0.1128 | 2.0 | 3116 | 0.1059 | 0.0024 | 16.981 |
| 0.0852 | 3.0 | 4674 | 0.1017 | 0.0024 | 16.9656 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
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Model tree for chathuranga-jayanath/codet5-base-v2
Base model
Salesforce/codet5-base