kmkarakaya/nutuk_soru_cevap

---
language:
- tr
license: apache-2.0
task_categories:
- question-answering
- text-generation
tags:
- nutuk
- ataturk
- turkish
- llm-generated
- gemini
- instruct-tuning
- rag
pretty_name: Nutuk QA Fine-Tuning Dataset
size_categories:
- n<1K # (Update this based on your actual row count, e.g., 1K<n<10K)
---

# 🇹🇷 Nutuk Question-Answer Fine-Tuning Dataset

## Dataset Description

This dataset provides high-quality question-answer pairs derived from **Nutuk** (The Great Speech), the foundational historical text delivered by Mustafa Kemal Atatürk.

It is meticulously designed for fine-tuning Large Language Models (LLMs) on Turkish language tasks, specifically focusing on instruction-following, reading comprehension, and historical question-answering. To ensure high cognitive diversity, the data was synthetically generated using **Gemini 2.5 Flash**, categorized into 13 distinct reasoning types.

- **Language:** Turkish (`tr`)
- **License:** Apache 2.0
- **Primary Tasks:** Question Answering, Instruction Fine-Tuning, RAG Evaluation

---

## Potential Use Cases

* **Instruction Fine-Tuning:** Training Turkish LLMs to respond accurately to history-based prompts.
* **RAG (Retrieval-Augmented Generation):** Serving as a benchmark or training set for Turkish RAG systems over historical documents.
* **Educational AI:** Developing intelligent tutoring systems or chatbots focused on the history of the Turkish Republic.

---

## Dataset Structure

### Data Fields

The dataset consists of a single split (`train`) with the following features:

* **`question`** `(string)`: A specific question generated from a paragraph within Nutuk.
* **`answer`** `(string)`: The detailed, context-grounded answer to the question.
* **`question_type`** `(string)`: The cognitive category of the question (e.g., Analytical, Factual, Hypothetical).

### Example Data Row

```json
{
"question": "Mustafa Kemal Paşa Samsun'a hangi tarihte ve hangi görevle çıkmıştır?",
"answer": "Mustafa Kemal Paşa, 19 Mayıs 1919'da 9. Ordu Müfettişi göreviyle Samsun'a çıkmıştır.",
"question_type": "Factual"
}