nassimjp/Pashto-Reasoning-Bazaar-chat

🛒 Pashto Reasoning Bazaar (پښتو استدلال بازار)

Pashto Reasoning Bazaar is a first-of-its-kind Chain-of-Thought (CoT) dataset in the Pashto language. It is specifically designed to train language models (like Baran and Roshan) on logical reasoning, geographical context, and cultural nuances of Afghanistan.

This dataset is part of the iPashto.ai initiative to advance Pashto Natural Language Processing (NLP).

🧩 Dataset Structure

The dataset follows a chat-style format where each entry includes a logical reasoning path (thought) before providing the final answer.

• Instruction: A question or task related to Afghan geography, culture, or logic.
• Thought: A step-by-step reasoning process (Chain of Thought) in Pashto.
• Output: The final concise answer.
• Province/Location: Metadata identifying the specific Afghan region discussed.

💡 Example Entry

Instruction: د هرات د جغرافیایي موقعیت اهمیت په اقتصاد کې څه دی؟

Thought: لومړی باید د هرات جغرافیایي موقعیت وڅېړل شي. هرات د افغانستان په لویدیځ کې پروت دی او له ایران او ترکمنستان سره ګډه پوله لري. دا یو ترانزیټي مرکز دی. بیا باید د اسلام کلا بندر او د اوسپنې پټلۍ رول ته پام وشي...

Output: هرات د افغانستان د "اقتصادي دروازې" په توګه پیژندل کیږي ځکه چې دا د منځنۍ اسیا او ایران ترمنځ د ترانزیټ او سوداګرۍ اصلي مرکز دی.

🛠️ How to Use

You can easily load this dataset using the Hugging Face datasets library:

from datasets import load_dataset

dataset = load_dataset("nassimjp/Pashto-Reasoning-Bazaar-chat")

# Access the training data
print(dataset['train'][0])

🎯 Purpose & Goals

The primary goal of this dataset is to move beyond simple translation and enable AI models to:

1. Reason in Pashto: Understand "why" and "how" instead of just "what".
2. Cultural Grounding: Provide answers that are contextually accurate to Afghan society.
3. Complex Task Solving: Handle multi-step problems in a native Pashto context.

🤝 Contribution & Support

This is an open-source project by iPashto.ai. If you want to contribute more data or improve the existing reasoning paths, feel free to open a PR or reach out.

• Developer: Nassim Nasibullah (نصیب الله)
• Project: iPashto.ai
• Location: Developed in Saitama, Japan 🇯🇵

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🇦🇫 د پښتو ژبې د ځیرکتیا لپاره یو نوی ګام.