Persian Question Generator

🚀 mT5-Based Persian Question Generator

This repository houses a model designed to generate questions from Persian text, offering a practical solution for various text - related applications.

🚀 Quick Start

The fine - tuned model can be used to generate questions from Persian text. Here is a simple example:

from transformers import pipeline

pipe = pipeline("summarization", model="myrkur/persian-question-generator", device_map="auto")
sample_text = """شبکه‌های اجتماعی،هوموفیلی و اگزیستانسیالیم..."""
generated_question = pipe([sample_text], temperature=0.3, do_sample=True, repetition_penalty=1.1)
print(generated_question)

✨ Features

• Preprocess Persian text data to ensure high - quality training samples.
• Fine - tune the mT5 model on question - generation tasks.
• Evaluate and generate questions from Persian texts using the fine - tuned model.

💻 Usage Examples

Basic Usage

from transformers import pipeline

pipe = pipeline("summarization", model="myrkur/persian-question-generator", device_map="auto")
sample_text = """شبکه‌های اجتماعی،هوموفیلی و اگزیستانسیالیم..."""
generated_question = pipe([sample_text], temperature=0.3, do_sample=True, repetition_penalty=1.1)
print(generated_question)

📚 Documentation

The fine - tuned model generates natural and contextually relevant questions from Persian text. This can be utilized for:

• Educational tools
• Conversational AI
• Persian text comprehension applications

📄 License

This project is licensed under the Apache 2.0 license.