metadata

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