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SinhalaRoberta
Ransaka/SinhalaRoberta
SinhalaRoberta is a fill-mask model from Ransaka. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as apache-2.0.
This model is trained on various Sinhala corpus extracted from News and articles.
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Mar 29, 2023
- Updated
- Sep 30, 2023
- SHA
- 57e89cbe
Try a prompt
Model card
From the Hugging Face model README
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
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Languages
- si
- Created
- Mar 29, 2023
- Updated
- Sep 30, 2023