datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
tabula-8b-eval-suiteEvaluation suite used in our paper "Large Scale Transfer Learning for Tabular Data via Language Modeling."
This suite includes our preprocessed versions of benchmark datasets except the AutoML Multimodal Benchmark, which can be accessed by following the installation instructions in their repo here.
We recommend using rtfm when evaluating models with these datasets.
See the rtfm repo for more information on using this data for evaluation.
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.gemma-2b-suite-explanations-residualtemiz-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.NLP_SUITEgemma-2b-suite-maxacts-attn_out
gemma-2b-suite-maxacts-residual
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.salabs-robotics-spatial-topology-v9
🤖 SALabs 768-D Continuous Lie SE(3) Robotics & Spatial Manifold Topology Dataset (v9.0)
[!IMPORTANT]
💳 Click Here to Purchase Enterprise Commercial License ($1,500 USD) & Instant 391.56MB Master DownloadInstant download of the full 391.56MB Enterprise JSONL matrix containing 50,000+ continuous Lie $SE(3)$ manifold trajectories, singularity-free Bishop Frame metrics, and commercial license certificate.
🌟 Executive Summary
The SALabs Robotics & Spatial… See the full description on the dataset page: https://huggingface.co/datasets/suitai/salabs-robotics-spatial-topology-v9.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.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.salabs-stem-deep-reasoning-cot-v13
🧪 SALabs Multi-Domain STEM Deep Reasoning & Chain-of-Thought (CoT) Corpus (v13.0)
[!IMPORTANT]
💳 Click Here to Purchase Enterprise Commercial License ($2,500 USD) & Instant 31.7MB Master Archive DownloadInstant download of the full lossless master package containing all 1,816 JSONL reasoning records + 13 complete uncompressed text corpora (31.72 MB uncompressed total) + commercial license certificate.
🌟 Executive Summary
The SALabs STEM Deep Reasoning… See the full description on the dataset page: https://huggingface.co/datasets/suitai/salabs-stem-deep-reasoning-cot-v13.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.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.Implicit-suicide-detection
Dataset Card for Dataset Name
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Dataset Details
Dataset Description
Curated by: [More Information Needed]
Funded by [optional]: [More Information Needed]
Shared by [optional]: [More Information Needed]
Language(s) (NLP): [More Information Needed]
License: [More Information Needed]
Dataset Sources [optional]
Repository: [More… See the full description on the dataset page: https://huggingface.co/datasets/babytreecc/Implicit-suicide-detection.gemma-2b-suite-maxacts-transcoder
salabs-virtual-spatial-digitaltwin-v8
🌐 SALabs 10,000,000-Node 3D Virtual Spatial & Digital Twin Avatar Kinematics Dataset (v8.0)
[!IMPORTANT]
💳 Click Here to Purchase Enterprise Commercial License ($2,000 USD) & Instant 8.0GB Master DownloadInstant download of the complete 8.0GB master archive containing 10,000,000 verified 3D spatial nodes, 18-DoF avatar kinematics, B-spline 4D motion tensors, Laplace-Beltrami spectral resonance, and commercial license certificate.
🌟 Executive Summary
The… See the full description on the dataset page: https://huggingface.co/datasets/suitai/salabs-virtual-spatial-digitaltwin-v8.gemma-2b-suite-explanations-attn_out
r8-eval-suite-5bucket
⚠️ CRITICAL: Ollama Inference Flag Required for derived models
If you train or serve any Qwen3.5-9B-derived model from this lineage via Ollama,
you MUST pass "think": false in /api/chat requests for chat / instruction following / tool use.
The qwen3.5 RENDERER auto-injects <think> tags causing 25-46% empty-answer rates without this flag.
See dataset cudabenchmarktest/r9-research-framework/_OLLAMA_INFERENCE_WARNING.md for the full lesson learned.
R8/R9 Five-Bucket… See the full description on the dataset page: https://huggingface.co/datasets/cudabenchmarktest/r8-eval-suite-5bucket.rust-code-suite
NickIBrody/rust-code-suite
Rust Code Suite is a public raw Rust source corpus built from open-source repositories and selected historical git revisions.
Splits
train.jsonl
validation.jsonl
test.jsonl
Schema
{
"id": "owner/repo:path:chunk",
"text": "...",
"arch": "rust",
"syntax": "rust",
"kind": "rust-source",
"repo": "owner/repo",
"path": "src/lib.rs",
"license": "GPL-2.0",
"commit": "abcdef123456",
"source_url":… See the full description on the dataset page: https://huggingface.co/datasets/NickIBrody/rust-code-suite.twitter_suicidal_risk
Twitter Suicide Risk Level Dataset
Short English tweets paired with a 0–4 suicide risk label, used for fine-tuning and
evaluating risk-level classification. This directory holds the final splits:
train.jsonl / val.jsonl / test.jsonl.
Files and size
File
Rows
Share
train.jsonl
7006
80%
val.jsonl
875
10%
test.jsonl
875
10%
Total
8756
100%
Fields
JSONL, one sample per line, three fields only:
Field
Type
Description
id… See the full description on the dataset page: https://huggingface.co/datasets/AdamLeung/twitter_suicidal_risk.SentiTurca
SentiTurca - A Sentiment Analysis Benchmark for Turkish
Dataset Card for SentiTurca
SentiTurca is a sentiment analysis benchmarking dataset including movie reviews, hate speech and e-commerce reviews classification.
Datasets
e-commerce: The e-commerce reviews are scraped from e-commerce websites Trendyol.com and Hepsiburada.com, including review for many product types such as cloths, toys, books, electronics and more.E-commerce reviews has their stand… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/SentiTurca.assembly-code-suite
NickIBrody/assembly-code-suite
Assembly Code Suite is a public raw assembly corpus built from open-source repositories and selected historical git revisions.
Splits
train.jsonl
validation.jsonl
test.jsonl
Schema
{
"id": "owner/repo:path:chunk",
"text": "...",
"arch": "x86_64",
"syntax": "gas-att",
"kind": "handwritten",
"repo": "owner/repo",
"path": "arch/x86/lib/memcpy_64.S",
"license": "GPL-2.0",
"commit": "abcdef123456",
"source_url":… See the full description on the dataset page: https://huggingface.co/datasets/NickIBrody/assembly-code-suite.gemma-2b-suite-explanations-transcoderturkish-morph-analysis
Dataset Card for TrMorphTester
This dataset is a testing dataset for Turkish morphology, aiming to calculate how other subword strategies aligns with morphological segmentation of Turkish.
The data is automatically generated from Turkish morpoholigical lexicon. For each row, we offer a surface form, then lemma and all suffixes, separated by a + character.
The dataset has several splits for several purposes:
lemma: Surface form is same with lemma, no suffixes at all. Nouns, verbs… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/turkish-morph-analysis.vitamins-supplements-reviews
Dataset Card for turkish-nlp-suite/vitamins-supplements-reviews
Dataset Summary
Turkish sentiment analysis dataset from customer reviews about supplement and vitamin products. The dataset is scraped from Vitaminler.com and contains
customer reviews and star rating about vitamin and supplement products.
Each customer review in the Vitamins and Supplements Reviews Dataset describes a customer’s experience with a supplement product in terms of the product’s effectiveness… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/vitamins-supplements-reviews.temiz-WikiA cleaned version of Turkish Wikipedia dataset. The soource is wikimedia/wikipedia repo.
The text is cleaned throughoutly, first of all we eliminated text that are shorter than a predetermined threshold of words and characters. Then we normalized with NFKC, cleaned some non-ASCII chars and normalized whitespaces.
beyazperde-top-300-movie-reviews
Dataset Card for turkish-nlp-suite/beyazperde-top-300-movie-reviews
Dataset Summary
Beyazperde Movie Reviews offers Turkish sentiment analysis datasets that is scraped from popular movie reviews website Beyazperde.com. Top 300 Movies include audience reviews about best 300 movies of all the time. Here's the star rating distribution:
star rating
count
0.5
101
1.0
39
1.5
19
2.0
44
2.5
210
3.0
196
3.5
490
4.0
1212
4.5
818
5.0
1251
total
4380… See the full description on the dataset page: https://huggingface.co/datasets/turkish-nlp-suite/beyazperde-top-300-movie-reviews.2026-06-04-stwebagentbench-suitecrm-demos
2026-06-04-stwebagentbench-suitecrm-demos
Standing demo pool for Adversarial Inverse Constraint RL (ICRL) for LLM
orchestrator safety on ST-WebAgentBench (SuiteCRM easy tier). Every
experiment run consumes this pool; per-run artifacts (embeddings, constraint
heads, adapters, CuP evals) live in separate <date>-<run-name> repos in this
namespace.
field
value
experiment
ICRL safe/unsafe demo pool: constraint C_theta is learned from the safe demos only; unsafe demos are… See the full description on the dataset page: https://huggingface.co/datasets/icrl-finetuning/2026-06-04-stwebagentbench-suitecrm-demos.coffeescript-code-suite
CoffeeScript Code Suite
CoffeeScript Code Suite is a public code dataset built from permissively licensed open-source CoffeeScript repositories. It is designed for three practical uses:
CoffeeScript domain adaptation and continued pretraining through raw_corpus examples.
CoffeeScript completion training through completion examples.
CoffeeScript and JavaScript translation training through coffee_to_js and js_to_coffee examples.
The dataset was assembled automatically from public… See the full description on the dataset page: https://huggingface.co/datasets/NickIBrody/coffeescript-code-suite.