| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - recipe_nlg_lite | |
| model-index: | |
| - name: recipe-generation | |
| 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. --> | |
| # recipe-generation | |
| This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the recipe_nlg_lite dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 1.1328 | |
| ## 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: 5.0 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | | |
| |:-------------:|:-----:|:----:|:---------------:| | |
| | 1.4765 | 1.0 | 765 | 1.2390 | | |
| | 1.222 | 2.0 | 1530 | 1.1797 | | |
| | 1.1884 | 3.0 | 2295 | 1.1524 | | |
| | 1.1446 | 4.0 | 3060 | 1.1371 | | |
| | 1.1458 | 5.0 | 3825 | 1.1328 | | |
| ### Framework versions | |
| - Transformers 4.26.1 | |
| - Pytorch 1.13.1+cu116 | |
| - Datasets 2.10.1 | |
| - Tokenizers 0.13.2 | |