| | --- |
| | license: apache-2.0 |
| | base_model: Salesforce/codet5-small |
| | tags: |
| | - generated_from_trainer |
| | metrics: |
| | - rouge |
| | model-index: |
| | - name: codet5-small-ft-v6 |
| | 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. --> |
| |
|
| | # codet5-small-ft-v6 |
| |
|
| | This model is a fine-tuned version of [Salesforce/codet5-small](https://huggingface.co/Salesforce/codet5-small) on an unknown dataset. |
| | It achieves the following results on the evaluation set: |
| | - Loss: 1.5863 |
| | - Rouge1: 71.8559 |
| | - Rouge2: 60.5888 |
| | - Rougel: 71.8854 |
| | - Rougelsum: 72.4012 |
| | - Gen Len: 11.3611 |
| |
|
| | ## 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 | 8 | 2.3812 | 55.4108 | 40.7913 | 55.1318 | 55.507 | 12.0556 | |
| | | No log | 2.0 | 16 | 1.8744 | 68.0982 | 55.7308 | 67.6019 | 68.3046 | 10.8889 | |
| | | No log | 3.0 | 24 | 1.6721 | 70.6333 | 59.7463 | 70.6679 | 71.2205 | 11.0833 | |
| | | No log | 4.0 | 32 | 1.5863 | 71.8559 | 60.5888 | 71.8854 | 72.4012 | 11.3611 | |
| |
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| |
|
| | ### Framework versions |
| |
|
| | - Transformers 4.38.0.dev0 |
| | - Pytorch 2.1.0+cu121 |
| | - Datasets 2.16.1 |
| | - Tokenizers 0.15.0 |
| |
|
