license: mit
task_categories:
- question-answering
language:
- en
tags:
- India
- study-abroad
- FAQ
- education
pretty_name: Study in India FAQ Dataset
size_categories:
- 100K<n<1M
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}
}