---
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: mit
language:
- si
---

# SinhalaRoberta - Fined-tuned 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