---
model-index:
- name: sinhala-bert-small
  results: []
widget:
- text: ළමයා ගෙදර [MASK].
- text: මට හෙට එන්න වෙන්නේ [MASK].
- text: අපි ගෙදර [MASK].
license: mit
language:
- si
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# sinhala-word-prediction

This model is pre-trained using Sinhala data sources.

## Model description

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

### 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