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sinhala-gpt2
keshan/sinhala-gpt2
sinhala-gpt2 is a text generation model from keshan. Use it when you need the model to write or continue text. It is set up for transformers.
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 mo…
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Jul 11, 2021
- SHA
- a3472bef
Datasets
Model card
From the Hugging Face model README
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)
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- Languages
- si
- Created
- Mar 2, 2022
- Updated
- Jul 11, 2021