--- license: apache-2.0 base_model: Salesforce/codet5-base tags: - generated_from_trainer model-index: - name: codet5Base-Doc-step-1 results: [] --- # codet5Base-Doc-step-1 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: 1.0759 ## 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: 1 - eval_batch_size: 1 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 30 ### Training results | Training Loss | Epoch | Step | Validation Loss | |:-------------:|:-----:|:----:|:---------------:| | No log | 1.0 | 230 | 1.5475 | | No log | 2.0 | 460 | 1.2669 | | 2.0737 | 3.0 | 690 | 1.1299 | | 2.0737 | 4.0 | 920 | 1.0710 | | 1.0726 | 5.0 | 1150 | 1.0345 | | 1.0726 | 6.0 | 1380 | 1.0217 | | 0.7523 | 7.0 | 1610 | 1.0132 | | 0.7523 | 8.0 | 1840 | 1.0215 | | 0.544 | 9.0 | 2070 | 0.9870 | | 0.544 | 10.0 | 2300 | 0.9926 | | 0.4227 | 11.0 | 2530 | 1.0094 | | 0.4227 | 12.0 | 2760 | 1.0106 | | 0.4227 | 13.0 | 2990 | 1.0087 | | 0.3384 | 14.0 | 3220 | 1.0196 | | 0.3384 | 15.0 | 3450 | 1.0264 | | 0.2754 | 16.0 | 3680 | 1.0283 | | 0.2754 | 17.0 | 3910 | 1.0341 | | 0.2371 | 18.0 | 4140 | 1.0493 | | 0.2371 | 19.0 | 4370 | 1.0506 | | 0.207 | 20.0 | 4600 | 1.0526 | | 0.207 | 21.0 | 4830 | 1.0518 | | 0.1761 | 22.0 | 5060 | 1.0600 | | 0.1761 | 23.0 | 5290 | 1.0644 | | 0.1735 | 24.0 | 5520 | 1.0668 | | 0.1735 | 25.0 | 5750 | 1.0635 | | 0.1735 | 26.0 | 5980 | 1.0726 | | 0.1487 | 27.0 | 6210 | 1.0711 | | 0.1487 | 28.0 | 6440 | 1.0760 | | 0.1451 | 29.0 | 6670 | 1.0757 | | 0.1451 | 30.0 | 6900 | 1.0759 | ### Framework versions - Transformers 4.35.2 - Pytorch 2.1.0+cu121 - Datasets 2.16.1 - Tokenizers 0.15.1