| --- |
| tags: |
| - MLM |
| model-index: |
| - name: RobertaSin |
| results: [] |
| widget: |
| - text: අපි තමයි [MASK] කරේ. |
| - text: මට හෙට එන්න වෙන්නේ [MASK]. |
| - text: අපි ගෙදර [MASK]. |
| - text: සිංහල සහ [MASK] අලුත් අවුරුද්ද. |
| license: apache-2.0 |
| language: |
| - si |
| --- |
| |
| # SinhalaRoberta - Pretrained Roberta for Sinhala MLM tasks. |
|
|
| This model is trained on various Sinhala corpus extracted from News and articles. |
|
|
| ## Model description |
|
|
| Trained on MLM tasks, Please use [MASK] token to indicate masked token. The model comprises a total of 68 million parameters |
|
|
| ### Training hyperparameters |
|
|
| The following hyperparameters were used during training: |
| - learning_rate: 5e-05 |
| - train_batch_size: 16 |
| - eval_batch_size: 8 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 3 |
|
|
| ### Framework versions |
|
|
| - Transformers 4.26.1 |
| - Pytorch 1.13.0 |
| - Datasets 2.1.0 |
| - Tokenizers 0.13.2 |
