metadata

tags:
  - generated_from_trainer
model-index:
  - name: sinhala-bert-small
    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

sinhala-bert-small

This model is pretrained on Sinhala data srources.

Model description

hidden_size = 384
num_hidden_layers = 6
num_attention_heads = 6
intermediate_size = 1024

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 64
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 10

Training results

Framework versions

Transformers 4.33.3
Pytorch 2.0.0
Datasets 2.14.5
Tokenizers 0.13.3