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