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