nassimjp/economy-chat-pashto

📈 Economy Chat Pashto (د پښتو اقتصادي چټ ډاټاسیټ)

nassimjp/economy-chat-pashto is a specialized Pashto language dataset designed for fine-tuning Large Language Models (LLMs) on economic, financial, monetary policy, and business-related conversations.

دا ډاټاسیټ د پښتو ژبې او د اقتصاد پوهنې د روزنې لپاره چمتو شوی، چې د مالي سیستمونو، انفلسیون، د سود نرخ، او د کورني او نړیوال اقتصاد بېلابېل خوندور او دقیق توضیحات رانغاړي.

---

📊 Dataset Overview / د ډاټاسیټ لنډیز

• Repository ID: nassimjp/economy-chat-pashto
• Language: Pashto (پښتو)
• Format: JSON / Conversational (ShareGPT / OpenAI Messages style)
• Primary Domain: Economics, Personal Finance, Macro/Microeconomics, Banking
• Use Case: Instruction Fine-Tuning, Chatbot Training, Domain Adaptation for Pashto LLMs.

---

💡 Topics Covered / تر پوښښ لاندې موضوعات

• Macroeconomics (لوی اقتصاد): GDP, Unemployment, Recession indicators, Inflation control.
• Microeconomics (کوچنی اقتصاد): Supply & Demand, Market equilibrium, Consumer behavior.
• Monetary Policy (پولي سیاست): Central banking, Interest rates, Liquidity management.
• Economic Crises (اقتصادي بحرانونه): Financial distress signals, Stagflation, Market recovery.
• Pashto Business Terminology: Native terms and contextualized analogies.

---

🧩 Dataset Structure / د ډاټاسیټ جوړښت

The dataset is formatted in a standard chat-messages layout, making it natively compatible with modern instruction-tuning frameworks (e.g., Unsloth, LLaMA-Factory, Axolotl, HuggingFace TRL).

Example Record:

{
  "id": "000004",
  "messages": [
    {
      "role": "user",
      "content": "تشریح کړئ چې په اقتصاد کې د انفلاسیون کچې سره د سود نرخ څنګه بدلیږي."
    },
    {
      "role": "assistant",
      "content": "1. کله چې انفلاسیون لوړیږي، مرکزي بانکونه معمولا د سود نرخ لوړوي. دا ځکه چې د سود لوړ نرخونه سپمول ډیر زړه راښکونکي کوي او پور اخیستل ډیر ګران دي..."
    }
  ]
}

---

🚀 How to Load / کارولو لاره

Using Python and the Hugging Face datasets library:

from datasets import load_dataset

# Load the Pashto Economy dataset
dataset = load_dataset("nassimjp/economy-chat-pashto")

# Inspect the first example
print(dataset['train'][0])

---

🎯 Intended Use & Fine-tuning / ګټې او کارونه

• Model Training: Fine-tuning base LLMs (like LLaMA-3, Mistral, Qwen, or Gemma) to accurately understand and speak Pashto in technical and financial contexts.
• RAG & Chatbots: Serving as a knowledge-base for financial assistant bots tailored for Pashto speakers.
• NLP Research: Supporting Pashto low-resource NLP benchmarking for specialized domains.

---

📜 License

This dataset is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. Feel free to use, modify, and share with proper attribution.

---

👨‍💻 Maintainer & Contact

• Created by: Nassim (nassimjp)
• Category: Pashto Open-Source NLP Resources 🇦🇫

---