README.md

metadata

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.

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

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 — 14.7B parameters
• Turkish-LLM-7B-Instruct — 7B parameters

License

Apache 2.0

Citation

@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 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

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