metadata
license: apache-2.0
base_model: Salesforce/codet5-base
tags:
- generated_from_trainer
model-index:
- name: CodeT5ForCodeSummary
results: []
CodeT5ForCodeSummary
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: 0.8891
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: 5e-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
- lr_scheduler_warmup_steps: 14400.0
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.0295 | 1.0 | 750 | 0.7786 |
| 0.7481 | 2.0 | 1500 | 0.6092 |
| 0.6274 | 3.0 | 2250 | 0.5648 |
| 0.5562 | 4.0 | 3000 | 0.5395 |
| 0.479 | 5.0 | 3750 | 0.5328 |
| 0.4297 | 6.0 | 4500 | 0.5227 |
| 0.3519 | 7.0 | 5250 | 0.5505 |
| 0.3148 | 8.0 | 6000 | 0.5607 |
| 0.2535 | 9.0 | 6750 | 0.5909 |
| 0.2152 | 10.0 | 7500 | 0.6145 |
| 0.1801 | 11.0 | 8250 | 0.6458 |
| 0.1635 | 12.0 | 9000 | 0.6921 |
| 0.1474 | 13.0 | 9750 | 0.7425 |
| 0.1236 | 14.0 | 10500 | 0.7537 |
| 0.1075 | 15.0 | 11250 | 0.8059 |
| 0.1039 | 16.0 | 12000 | 0.8050 |
| 0.0888 | 17.0 | 12750 | 0.8645 |
| 0.0857 | 18.0 | 13500 | 0.8714 |
| 0.0763 | 19.0 | 14250 | 0.9016 |
| 0.048 | 20.0 | 15000 | 0.8891 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.2+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0