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

This model is pretrained on Sinhala data srources.

## Model description

    hidden_size = 786
    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