ogulcanaydogan/Turkish-LLM-v10-Training

---
language:
- tr
license: apache-2.0
size_categories:
- 100K<n<1M
task_categories:
- text-generation
tags:
- turkish
- sft
- instruction-tuning
- low-resource
- nlp
pretty_name: Turkish LLM Training Dataset v10
---

# Turkish LLM Training Dataset v10

A curated corpus of **144,022 Turkish instruction-completion pairs** used to train the [Turkish LLM Family](https://huggingface.co/collections/ogulcanaydogan/turkish-llm-family-69b303b4ef1c36caffca4e94).

## Dataset Description

This dataset was created to address the scarcity of high-quality Turkish instruction-following data for language model fine-tuning. It covers a broad range of topics including:

- **Science & Technology** (physics, chemistry, biology, computer science)
- **History & Geography** (Turkish and world history, geography)
- **General Knowledge** (culture, society, daily life)
- **Mathematics** (arithmetic, algebra, problem-solving)
- **Language & Literature** (Turkish grammar, literature analysis)

## Dataset Structure

| Field | Type | Description |
|-------|------|-------------|
| `prompt` | string | The instruction or question in Turkish |
| `completion` | string | The expected response in Turkish |

### Statistics

| Metric | Value |
|--------|-------|
| Total examples | 144,022 |
| Format | JSONL |
| Language | Turkish (tr) |
| Average prompt length | ~50 tokens |
| Average completion length | ~150 tokens |

## Usage

```python
from datasets import load_dataset

dataset = load_dataset("ogulcanaydogan/Turkish-LLM-v10-Training")
print(dataset["train"][0])
# {'prompt': 'Çocuklar kaç süt dişi kaybeder?', 'completion': 'Çocuklar büyüdükçe 20 süt dişini kaybederler...'}
```

## Models Trained on This Data

- [Turkish-LLM-14B-Instruct](https://huggingface.co/ogulcanaydogan/Turkish-LLM-14B-Instruct) — 14.7B parameters
- [Turkish-LLM-7B-Instruct](https://huggingface.co/ogulcanaydogan/Turkish-LLM-7B-Instruct) — 7B parameters

## License

Apache 2.0

## Citation

```bibtex
@misc{aydogan2026turkishllm,
title={Turkish LLM Family: Open-Source Turkish Language Models},
author={Aydogan, Ogulcan},
year={2026},
url={https://huggingface.co/ogulcanaydogan/Turkish-LLM-14B-Instruct}
}
```

---

# Türkçe

## Türkçe LLM Eğitim Verisi v10

[Turkish LLM Ailesi](https://huggingface.co/collections/ogulcanaydogan/turkish-llm-family-69b303b4ef1c36caffca4e94) modellerinin eğitiminde kullanılan **144.022 Türkçe talimat-cevap çifti** içeren küratörlü bir veri seti.

### Kapsam
- Fen ve teknoloji, tarih ve coğrafya, genel kültür, matematik, dil ve edebiyat konularını kapsar.

### Kullanım
```python
from datasets import load_dataset
dataset = load_dataset("ogulcanaydogan/Turkish-LLM-v10-Training")
```