| --- |
| license: apache-2.0 |
| base_model: Salesforce/codet5-base |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: v9.7-codet5-bert-finetuned-code_function-to-test_case_function |
| results: [] |
| --- |
| |
| <!-- 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. --> |
|
|
| # v9.7-codet5-bert-finetuned-code_function-to-test_case_function |
| |
| This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/Salesforce/codet5-base) on the None dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 2.3226 |
| |
| ## 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: 8 |
| - eval_batch_size: 8 |
| - 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 | 10 | 3.4893 | |
| | No log | 2.0 | 20 | 2.9930 | |
| | No log | 3.0 | 30 | 2.7990 | |
| | No log | 4.0 | 40 | 2.6546 | |
| | No log | 5.0 | 50 | 2.5664 | |
| | No log | 6.0 | 60 | 2.4976 | |
| | No log | 7.0 | 70 | 2.4303 | |
| | No log | 8.0 | 80 | 2.3481 | |
| | No log | 9.0 | 90 | 2.3255 | |
| | No log | 10.0 | 100 | 2.3226 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 4.35.0 |
| - Pytorch 2.1.0+cu118 |
| - Datasets 2.14.6 |
| - Tokenizers 0.14.1 |
| |
