millat/study-in-india-faq

Study-in-India FAQ Dataset

This dataset, study-in-india-faq, is designed for fine-tuning language models to answer frequently asked questions about studying in India. It includes 200,000 pairs of questions and answers covering topics such as admissions, scholarships, accommodation, cultural adjustments, and visa requirements.

Dataset Summary

The study-in-india-faq dataset is a comprehensive resource for students seeking information about studying in India, whether they are international or domestic applicants. It is suitable for building models that assist in student guidance, educational chatbots, and informational applications.

Key Features:

• Language: English
• Data Size: 200,000 Q&A pairs
• Format: JSON (for LLM fine-tuning) and CSV

Dataset Structure

Each entry in the dataset contains:

• prompt: The question asked, such as "What entrance exams are required for engineering courses?"
• response: The answer, providing guidance, requirements, or additional information.

Example entry in JSON format:

{
  "prompt": "What entrance exams are required for engineering courses?",
  "response": "Engineering courses in India generally require exams such as JEE Main or other state-level exams. Some universities may have additional requirements."
}

Usage

This dataset is ideal for fine-tuning language models on educational FAQ data, enabling the model to provide accurate and informative answers. It is compatible with large language models such as LLaMA, GPT, and other transformer-based architectures.

Example Use Cases

• Educational Chatbot: Train a chatbot to assist prospective students with questions about studying in India.
• University Virtual Assistant: Deploy in university portals to support students in admissions and cultural adjustment processes.
• Student FAQ Support: Help educational institutions reduce workload by automating responses to common inquiries.

Loading the Dataset

You can load the dataset in Python using the datasets library from Hugging Face:

from datasets import load_dataset

dataset = load_dataset("millat/study-in-india-faq")

License

Please refer to the dataset's licensing terms on Hugging Face for details on usage, sharing, and modifications.

Citation

If you use this dataset in your research or application, please cite it as follows:

@dataset{study_in_india_faq,
  author = {MD MILLAT HOSEN},
  title = {Study-in-India FAQ Dataset},
  year = {2024},
  publisher = {Hugging Face}
}