| datasets: | |
| - dair-ai/emotion | |
| language: | |
| - en | |
| library_name: tf-keras | |
| license: mit | |
| pipeline_tag: text-classification | |
| tags: | |
| - sentiment-analysis | |
| ## Model description | |
| Model created using [NLP with Tranformers](https://www.oreilly.com/library/view/natural-language-processing/9781098136789/) tutorials for teaching purposes. | |
| ## Training and evaluation data | |
| Il dataset usato è ["emotion"](https://huggingface.co/datasets/dair-ai/emotion) the 20K version. | |
| ## Training procedure | |
| ### Training hyperparameters | |
| The following hyperparameters were used during training: | |
| | Hyperparameters | Value | | |
| | :-- | :-- | | |
| | name | Adam | | |
| | weight_decay | None | | |
| | clipnorm | None | | |
| | global_clipnorm | None | | |
| | clipvalue | None | | |
| | use_ema | False | | |
| | ema_momentum | 0.99 | | |
| | ema_overwrite_frequency | None | | |
| | jit_compile | True | | |
| | is_legacy_optimizer | False | | |
| | learning_rate | 4.999999873689376e-05 | | |
| | beta_1 | 0.9 | | |
| | beta_2 | 0.999 | | |
| | epsilon | 1e-07 | | |
| | amsgrad | False | | |
| | training_precision | float32 | | |
| ## Model Plot | |
| <details> | |
| <summary>View Model Plot</summary> | |
|  | |
| </details> |