datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
turkish-llm-dataset
Turkish Pretraining Corpus
Dataset Description
This dataset is a Turkish pretraining corpus created by combining BellaTurca (excluding ForumSohbetleri), Cosmos-Turkish-Corpus-v1.0, and FineWeb-2 Turkish Categorized, followed by cleaning, normalization, and deduplication. It is intended for the development, training, and evaluation of Turkish language models.
This dataset was prepared as part of a capstone project conducted by a group of students from Sabancı… See the full description on the dataset page: https://huggingface.co/datasets/tascib/turkish-llm-dataset.TrGLUE
TrGLUE - The First Non-Translate Natural Language Understanding Benchmark for Turkish
Dataset Card for TrGLUE
TrGLUE is a natural language understanding benchmarking dataset including several single sentence and sentence pair classification tasks.
The inspiration is clearly the original GLUE benchmark.
Tasks
Single Sentence Tasks
TrCOLA The original Corpus of Linguistic Acceptability consists of sentences compiled from English literature textbooks.… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/TrGLUE.temiz-OSCAR
Dataset Card for Temiz OSCAR
Temiz OSCAR is a corpora collection consisting of cleaned versions of original OSCAR corpora.
This collection is made up of four datasets: OSCAR-2019, OSCAR-2109, OSCAR-2201 and OSCAR-2301
This corpus is a part of large scale Turkish corpus Bella Turca. For more details about Bella Turca, please refer to the publication.
Dataset
num instances
size
num of words
OSCAR-2019
3.671.430
7.7G
976M
OSCAR-2109
8.472.809
18G
2.22B
OSCAR-2201… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/temiz-OSCAR.Turkish-SFT-Dataset-v1.0
Turkish-SFT-Dataset-v1.01
Repo: AlicanKiraz0/Turkish-SFT-Dataset-v1.0Sürüm: v1.01Lisans: MITBiçim: jsonl (kolonlar: system, user, assistant)Boyut: ~5500 satır ve satır başına 3.000–4.500 token/satır (≈ 20M+ token)Dil: Türkçe (tr)Görevler: talimat izleme, SFT, muhakeme, güvenli ret, uzun-bağlam ve araç kullanım bilinci
🔎 Özet
Bu veri kümesi, Türkçe Denetimli İnce Ayar (SFT) için tasarlanmış, yüksek kaliteli ve uzun çıktılar içeren örneklerden oluşur. İçerik 12 ana… See the full description on the dataset page: https://huggingface.co/datasets/AlicanKiraz0/Turkish-SFT-Dataset-v1.0.Turkish-AlpacaStanford alpaca turkish: Stanford Alpaca
TurkishMMLU
TurkishMMLU
This repository contains Code and Data Analysis of TurkishMMLU for ACL 24 SIGTURK Workshop. TurkishMMLU is a multiple-choice dataset for Turkish Natural Language Processing (NLP) community based on Turkish Highschool Curricula for nine subjects.
To access this dataset please send an email to:
arda.yueksel@tum.de or akoksal@cis.lmu.de.
Abstract
Multiple choice question answering tasks evaluate the reasoning, comprehension, and mathematical abilities of… See the full description on the dataset page: https://huggingface.co/datasets/AYueksel/TurkishMMLU.AkademikDerlem
Dataset Card for AkademikDerlem
AkademikDerlem is a scientific text corpus for Turkish, gathered from misc academical publication websites.
This corpus is a part of large scale Turkish corpus Bella Turca. For more details about Bella Turca, please refer to the publication.
This collection is made up of five datasets: Articles, Academic-Abstracts, Medical-Articles, Medical-Abstracts, and Bilkent-Writings. The Bilkent-Writings dataset comes from creative writings produced in the… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/AkademikDerlem.turkish-llm-injection
🇹🇷 AltaySec Turkish LLM Prompt Injection Dataset (v0.2)
Türkiye'nin ilk Türkçe-öncelikli, kategorize edilmiş LLM prompt injection veri seti — genişletilmiş sürüm.
📌 TL;DR
300 elle/üretim-destekli hazırlanmış Türkçe prompt injection payload'u, 12 saldırı kategorisi × 25, OWASP LLM Top 10 (2025) ile eşlenmiş. v0.1'in 120 çekirdek payload'una, AltayDuel arenasındaki bulgular ışığında üretilip düşmanca kalite/dedup denetiminden geçirilmiş 180 yeni payload eklendi.… See the full description on the dataset page: https://huggingface.co/datasets/AltaySec/turkish-llm-injection.Havadis
Dataset Card for Havadis
Havadis is a high quality and large Turkish news corpus, indeed the largest Turkish news corpus ever.
This corpus is scraped from online news sebsites and includes text from popular newspapers such as
CNN Türk
Habertürk
Hürriyet
Millyet
NTV
Posta
Sabah
Star
Sözcü
Takvim
. The instances are first crawled from the corresponding websites, then went throught an extensive cleaning process. We eliminated instances that are too short, too repetetive… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/Havadis.TurkishHateMap
Turkish Hate Map - A Large Scale and Diverse Hate Speech Dataset for Turkish
Dataset Summary
Turkish Hate Map (TuHaMa for short) is a big scale Turkish hate speech dataset that includes diverse target groups such as misogyny,
political animosity, animal aversion, vegan antipathy, ethnic group hostility, and more. The dataset includes a total of 52K instances with 13 target groups.
The dataset includes 4 labels, offensive, hate, neutral and civilized.
Here is the… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/TurkishHateMap.turkish-llm-dataset
Turkish Pretraining Corpus
Dataset Description
This dataset is a Turkish pretraining corpus created by combining BellaTurca (excluding ForumSohbetleri), Cosmos-Turkish-Corpus-v1.0, and FineWeb-2 Turkish Categorized, followed by cleaning, normalization, and deduplication. It is intended for the development, training, and evaluation of Turkish language models.
This dataset was prepared as part of a capstone project conducted by a group of students from Sabancı… See the full description on the dataset page: https://huggingface.co/datasets/VoidOaz/turkish-llm-dataset.InstrucTurca
InstrucTurca v1.0.0 is a diverse synthetic instruction tuning dataset crafted for instruction-tuning Turkish LLMs. The data is compiled data various English datasets and sources, such as code instructions, poems, summarized texts, medical texts, and more.
Dataset content
BI55/MedText
checkai/instruction-poems
garage-bAInd/Open-Platypus
Locutusque/ColumnedChatCombined
nampdn-ai/tiny-codes
Open-Orca/OpenOrca
pubmed_qa
TIGER-Lab/MathInstruct… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/InstrucTurca.turkish-resmi-gazete
Turkish Resmi Gazete (Official Gazette) — Full Corpus
Türkiye Resmî Gazete'sinin 2019-01-02'den 2026-07-17'ye kadar yayımlanan tüm sayılarının tam metnini içeren bir derlemdir. Kanunlar, yönetmelikler, Cumhurbaşkanı kararları, tebliğler, Anayasa Mahkemesi kararları, kurul kararları ve atama kararnameleri dahil olmak üzere Resmî Gazete'de o tarih aralığında yayımlanmış her türden resmî belge yer almaktadır.
İçerik ve Kaynak
Resmî Gazete, günlük yayınlarını… See the full description on the dataset page: https://huggingface.co/datasets/moganai/turkish-resmi-gazete.ForumSohbetleri
Dataset Card for ForumSohbetleri
ForumSohbetleri a web forum tetx corpus for Turkish, indeed first large-scale Turkish forum text corpus.
This corpus is a part of large scale Turkish corpus Bella Turca. For more details about Bella Turca, please refer to the publication.
This collection is made up of several subsets, each subset is gathered from the corresponding forum website. Forum websites contains diverse topics, ladies only, tech, economics, life, relations and much more...… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/ForumSohbetleri.turkish-instruction
Turkish Instruction Dataset
Dataset Description
This dataset is a large-scale Turkish instruction-tuning corpus created by combining multiple publicly available datasets and applying cleaning and deduplication steps. It is designed for training and evaluating large language models (LLMs) in Turkish.
The dataset was prepared as part of a capstone project by students from Sabancı University.
Data Sources
The dataset is constructed from the following sources:… See the full description on the dataset page: https://huggingface.co/datasets/tascib/turkish-instruction.turkish-medicine-law
turkish-medicine-law
Bu veri seti, Türkçe tıp ve sağlık hukuku alanında hazırlanmıştır. Türkçe hukuk alanında genel amaçlı birkaç kaynak bulunuyor, ama tıp hukuku özelinde hazırlanmış bir veri seti şimdiye kadar yoktu. Bu proje o boşluğu doldurmayı amaçlıyor.
Veri setindeki örnekler hukukçular, bilirkişiler ve sağlık kuruluşlarının hukuk birimleri için hazırlandı. Hastaya veya hekime doğrudan hukuki görüş sunmak amacıyla kullanılmak üzere tasarlanmadı. Buradaki çıktılar bir ön… See the full description on the dataset page: https://huggingface.co/datasets/tunahanf/turkish-medicine-law.Bilge-Turkish-CoT-50K
Bilge: Turkish Chain-of-Thought Dataset (50K)
50,000 örneklik Türkçe Chain-of-Thought (CoT) reasoning fine-tuning veri seti.
Bilge, Türkçe büyük dil modellerinin adım adım düşünme (reasoning) kapasitesini
geliştirmek amacıyla hazırlanmış bir Chain-of-Thought veri setidir.
Veri setindeki her örnek, modelin önce <think> blokları içinde görünür bir
muhakeme süreci yürütmesini, ardından kullanıcıya yapılandırılmış ve detaylı
bir cevap vermesini öğretmek üzere tasarlanmıştır.
Bu… See the full description on the dataset page: https://huggingface.co/datasets/bugrabilge/Bilge-Turkish-CoT-50K.Bias-Evaluation-TurkishTranslation of bias evaluation framework of May et al. (2019) from this repository and this paper into Turkish. There is a total of 37 tests including tests addressing gender-bias as well as tests designed to evaluate the ethnic bias toward Kurdish people in Türkiye context.
Abstract of the paper:
While the growing size of pre-trained language models has led to large improvements in a variety of natural language processing tasks, the success of these models comes with a price: They are trained… See the full description on the dataset page: https://huggingface.co/datasets/orhunc/Bias-Evaluation-Turkish.kap-turkish-financial-sentiment
KAP Turkish Financial Sentiment Dataset
Türkçe KAP (Kamuyu Aydınlatma Platformu) bildirimleri için çok boyutlu finansal analiz dataseti.
Dataset Bilgileri
Özellik
Değer
Kayıt Sayısı
3,839
Dil
Türkçe
Kaynak
KAP Bildirimleri
Etiketleme
GPT-4 (Teacher Model)
Format
JSONL (Chat Messages)
Kullanım Alanları
Türkçe finansal sentiment analizi
KAP bildirimi sınıflandırma
Volatilite tahmini
İlişkili taraf işlemi tespiti
LLM fine-tuning (Qwen… See the full description on the dataset page: https://huggingface.co/datasets/finansai/kap-turkish-financial-sentiment.Turkish-LLaVA-Finetune
🔥 TurkishLLaVA Finetuning Dataset
This repository contains the dataset used for finetuning the Turkish-LLaVA-v0.1 model. The finetuning process was performed using this dataset, which was concatenated with Turkish-Books to enhance the model's performance. The details of this dataset, along with the finetuning results, will be shared in our upcoming paper (Soon..).
Finetuning Configuration
During the finetuning phase, both the projection matrix and the language model… See the full description on the dataset page: https://huggingface.co/datasets/ytu-ce-cosmos/Turkish-LLaVA-Finetune.turkish_cyber_security_controls_benchmark
Turkish Cyber Security Controls Benchmark
Türkçe siber güvenlik kontrol seçimi ve kontrol denetimi yeteneğini ölçmek için
hazırlanmış, senaryo tabanlı çoktan seçmeli değerlendirme kümesidir.
v0.1.0, uzman incelemesine açık ilk sürümdür ve NIST SP 800-53 Rev. 5,
Release 5.2.0 kontrol kataloğunu hedefler.
Kapsam
100 Türkçe senaryo
NIST SP 800-53'ün 20 kontrol ailesinin her birinden 5 soru
64 kontrol seçimi sorusu
17 denetim kanıtı sorusu
19 denetim yargısı sorusu… See the full description on the dataset page: https://huggingface.co/datasets/logicBombExe/turkish_cyber_security_controls_benchmark.eksisozluk-ekonomi-ve-finans-tr
Ekşi Sözlük Türkçe Teknoloji Dataset
Ekşi Sözlük'ten derlenen, teknoloji kategorisine ait Türkçe kullanıcı entry'lerinden oluşan bir veri setidir. Türkçe NLP araştırmaları ve LLM eğitimi için hazırlanmıştır.
İçerik
Makroekonomik kavramlar, yatırım araçları, kripto para ve güncel ekonomik gelişmeleri kapsayan 39 farklı başlık altında toplanmış entry'lerden oluşmaktadır.
Alan
Kapsanan Başlıklar
Ekonomik Kriz & Genel Durum
2025-2026 ekonomik krizi, devalüasyon… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-datasets/eksisozluk-ekonomi-ve-finans-tr.turkish_political_position_benchmark
Turkish Political Position Benchmark
The Turkish Political Position Benchmark measures how language models respond to normative statements about Turkish politics. It reports ideological dimension scores and response similarity to documented political-party reference profiles.
The benchmark does not claim that a model belongs to a party, has a voting intention, or possesses political beliefs. A party similarity score only means that the model produced a similar pattern of answers… See the full description on the dataset page: https://huggingface.co/datasets/logicBombExe/turkish_political_position_benchmark.turkish-constitutional-court
Dataset Summary
This dataset is extracted from the following Github repo, which was created for the journal paper with URL https://www.sciencedirect.com/science/article/abs/pii/S0306457321001692.
https://github.com/koc-lab/law-turk
The dataset includes 1290 court case decision texts from the Turkish Court of Cassation. Each sample has one label, which is the ruling of the court. The possible rulings are "Violation" and "No violation". There are 1290 samples. 1141 of these samples… See the full description on the dataset page: https://huggingface.co/datasets/KocLab-Bilkent/turkish-constitutional-court.Turkish-Finance-SFT-Dataset
🇹🇷 Turkish Finance SFT Dataset
Türkçe Finans Alanına Özel Supervised Fine-Tuning (SFT) Dataseti
📋 Dataset Özeti
Bu dataset, Türkçe finans asistanı LLM'lerin eğitimi için özel olarak tasarlanmış, kapsamlı bir Supervised Fine-Tuning (SFT) veri setidir. Kripto para, borsa, teknik analiz, temel analiz, risk yönetimi ve finansal regülasyonlar dahil olmak üzere geniş bir yelpazede yaklaşık 10 milyon token boyutunda soru-cevap çifti verisi içermektedir.
Dataset, hem… See the full description on the dataset page: https://huggingface.co/datasets/AlicanKiraz0/Turkish-Finance-SFT-Dataset.turkish-qa-multi-dialog-dataset
Turkish QA & Multi-Dialog Dataset
Bu depo, iki farklı Türkçe veri kaynağının birleştirilmiş ve temizlenmiş sürümünü içerir:
Yaklaşık 19.000 adet soru-cevap (QA) örneği
Çok adımlı, doğal Türkçe sohbetlerden oluşan diyalog verileri
Bu dataset, hem genel amaçlı Türkçe QA modelleri hem de sohbet/chatbot modelleri için uygundur.
Veri İçeriği
QA Bölümü (~19K)
SQuAD benzeri yapıdan dönüştürülmüş input–output örnekleri
Her satır: tek bir soru ve net bir cevap… See the full description on the dataset page: https://huggingface.co/datasets/sixfingerdev/turkish-qa-multi-dialog-dataset.Turkish-CoT-Instruct-Dataset
🇹🇷 Turkish CoT Instruct Dataset
Türkçe Düşünme Zinciri (Chain-of-Thought) İçeren Talimat Veri Seti
Bu veri seti, modellerin Türkçe adım adım akıl yürütme (reasoning) yeteneğini
geliştirmek için hazırlanmıştır. Her örnekte model, cevabı vermeden önce
<think> ... </think> etiketleri arasında tamamen Türkçe olarak adım adım
düşünür, ardından ayrıntılı bir nihai cevap sunar (DeepSeek-R1 tarzı biçim).
Örnek sayısı: 4.868
Dil: Türkçe
Biçim: Sohbet (messages) — system / user /… See the full description on the dataset page: https://huggingface.co/datasets/AlicanKiraz0/Turkish-CoT-Instruct-Dataset.turkish-prompt-injections
Turkish Prompt Injections
Translated version of deepset/prompt-injections. I highly recommend training a model with both translated and the original texts instead of just using only the translated prompts.
I will also add more Turkish injection examples soon.
turkish_medical_reasoning
Türkçe Medikal Reasoning Veri Seti
Bu veri seti FreedomIntelligence/medical-o1-verifiable-problem veri setinin Türkçeye çevirilmiş bir alt kümesidir.
Çevirdiğimiz veri seti 7,208 satır içermektedir. Veri setinde bulunan sütunlar aşağıda açıklanmıştır:
question: Medikal soruların bulunduğu sütun.
answer_content: DeepSeek-R1 modeli tarafından oluşturulmuş İngilizce yanıtların Türkçeye çevrilmiş hali.*
reasoning_content: DeepSeek-R1 modeli tarafından oluşturulmuş İngilizce akıl… See the full description on the dataset page: https://huggingface.co/datasets/ituperceptron/turkish_medical_reasoning.Turkish-instruction-3m_Soru_Cevap
🌟 DESTEK & TOPLULUK ÇAĞRISI (SUPPORT & LIKE):Açık kaynak ve ücretsiz olarak sunduğum bu devasa çalışmayı faydalı bulduysanız, projenin sürdürülebilirliğine ve açık kaynak ekosisteminin görünürlüğüne katkı sağlamak için lütfen sayfanın sağ üstündeki Like (❤️ Beğeni) butonuna basarak destek olmayı unutmayın!(If you find this open-source dataset valuable for your research or models, please consider leaving a ❤️ Like at the top-right to support future updates and maintenance).
🇹🇷… See the full description on the dataset page: https://huggingface.co/datasets/bysismo/Turkish-instruction-3m_Soru_Cevap.