metadata
language: si
tags:
- Sinhala
- text-generation
- gpt2
datasets:
- mc4
Overview
This is a smaller GPT2 model trained on MC4 Sinhala dataset. As Sinhala is one of those low resource languages, there are only a handful of models been trained. So, this would be a great place to start training for more downstream tasks.
Model Specification
The model chosen for training is GPT2 with the following specifications:
- vocab_size=50257
- n_embd=768
- n_head=12
- n_layer=12
- n_positions=1024
How to Use
You can use this model directly with a pipeline for casual language modeling:
from transformers import pipeline
generator = pipeline('text-generation', model='keshan/sinhala-gpt2')
generator("මම", max_length=50, num_return_sequences=5)