datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
QA_TaiwanEdoctorqatar-environmental-monitoring-register-template
Environmental Monitoring Register Template for Qatar Projects
This resource provides a practical structure for recording environmental monitoring activities during construction and operational projects.
The template can help project teams organize monitoring dates, locations, environmental parameters, results, observations, compliance status, corrective actions, responsibilities and close-out records.
What the Template Covers
The environmental monitoring register… See the full description on the dataset page: https://huggingface.co/datasets/waeyqatar/qatar-environmental-monitoring-register-template.gemma-4-31b-it-qat-q4_0-unquantized-distribution-fidelity-768x2048-v1
gemma-4-31B-it-qat-q4_0-unquantized quantization analysis
Mean KL divergence against on-disk size
Scored under the distribution-fidelity laws, version 15. Read LAWS.md first: these numbers are comparable only within this artifact's token suite, geometry, and runtime identity, and not against any number produced elsewhere.
Each candidate directory holds its one-pager (report.md), its raw report, its compliance receipt, and its Law 14 attribution where one was produced. reference/… See the full description on the dataset page: https://huggingface.co/datasets/phaedawg/gemma-4-31b-it-qat-q4_0-unquantized-distribution-fidelity-768x2048-v1.ipfs_qatar_laws_ir
justicedao/ipfs_qatar_laws_ir
Qatar laws IR release.
QA_TaiwanEdoctor
Dataset Card for QA_TaiwanEdoctor
QA_TaiwanEdoctor 是一個以台灣線上醫療諮詢平台為來源之繁體中文醫療問答資料集，合計 178,126 筆，時間跨度 2000–2024 年。每筆包含使用者之健康提問（ask）與醫師之回覆（ans），並附上問題標題、提問日期、瀏覽次數與（可選之）評分，可作為繁中醫療 LLM 之 CPT / SFT 訓練素材。
Dataset Details
Dataset Description
繁體中文醫療問答語料長期稀缺，使得繁中 LLM 在健康諮詢場景之表現受限。本資料集整理自台灣公開線上醫療問答平台，內容涵蓋內科、外科、眼科、皮膚科、兒科、婦產科、精神科、牙科等各科別，由執業醫師回覆使用者之健康問題。
資料以 312 個 JSON 檔案儲存，每檔包含數百至上千筆 QA。每筆欄位：
title：問題標題（含編號）；
ask：使用者之健康提問（自由文字）；
ans：醫師之回覆；
qtime：提問日期（格式 YYYY/MM/DD）；… See the full description on the dataset page: https://huggingface.co/datasets/lianghsun/QA_TaiwanEdoctor.nasser-al-qatami-128kbps
Nasser Al-Qatami
Part of Maqra, an open, verified archive of verse-by-verse Qur'an recitations mirrored from everyayah.com.
Set
nasser-al-qatami-128kbps
Style
murattal
Riwayah
hafs
Kind
recitation
Bitrate
128 kbps
Ayah files
6350 (1126 MiB)
Verified against the upstream MD5 list
6350
Ayahs absent upstream
0
Upstream folder
Nasser_Alqatami_128kbps
Files
One MP3 per ayah, named SSSAAA.mp3 (surah 3 digits, ayah 3 digits). 001001.mp3… See the full description on the dataset page: https://huggingface.co/datasets/maqra-project/nasser-al-qatami-128kbps.ipfs_qatar_laws
Qatar National Laws and Constitution (Al-Meezan)
Research snapshot of official national legislation from Al-Meezan (Qatari Legal Portal / Ministry of Justice).
Not legal advice. The official gazette / authentic source prevails over this corpus.
Snapshot
Field
Value
Snapshot date
2026-09-18
Coverage
snapshot
Source
Al-Meezan (Qatari Legal Portal / Ministry of Justice)
Collector
scrapers/collect_qa.py
Laws / instruments
2,856
Articles
24,183… See the full description on the dataset page: https://huggingface.co/datasets/endomorphosis/ipfs_qatar_laws.Apertus-v1.5-QAT-10K
mlx-community/Apertus-v1.5-QAT-10K
This is a 2000 sample subset of the chosen pairs inside swiss-ai/Apertus_v1p5_Preference_Data for MLX-LM-LoRA and MLX-LoRA-Studio and the Quantization Aware Trained Appertus models.
qat_4k_two_lvl_PQA_test_h264qatfactory-experiments-artifactsqat_4k_no_fake_P_bwdqa_test_qwenMr.Porter.Product.prices.Qatar
Mr Porter web scraped data
About the website
Mr Porter operates within the fashion e-commerce industry in EMEA, predominantly focusing on the Qatari market. Qatars e-commerce sector is burgeoning, and more consummate luxury fashion consumers are switching their shopping preferences to online platforms like Mr Porter due to its contemporary products and convenience. This development showcases how online fashion shopping has significantly influenced the retail ecosystem in… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Mr.Porter.Product.prices.Qatar.Qatar-Legal-Englishqat_3k_cfg_3QA_to_statements
Convert conversational QA into statements.
This dataset is a variation on the dataset presented by Demszky et al.
The main purpose of this work is to convert a series of questions and answers into a full statement representing the last answer. The items in this set are texts as in the following:
Q: Who built the famous decorated havelis in Rajasthan?
A: Rajput kings
Q: Jaipur is also known as what city?
A: the Pink City
Q: What are the notable houses in it made from?
A: a type… See the full description on the dataset page: https://huggingface.co/datasets/fractalego/QA_to_statements.Gucci.Product.prices.Qatar
Gucci web scraped data
About the website
In the EMEA region, particularly in Qatar, the luxury fashion industry is thriving and demonstrating significant growth. The Italian luxury fashion brand, Gucci, is a major player in this industry. A crucial component of its business model and regional success is the e-commerce sector, which is rapidly gaining popularity among consumers. E-commerce platforms provide an important avenue for global brands to reach local consumers… See the full description on the dataset page: https://huggingface.co/datasets/DBQ/Gucci.Product.prices.Qatar.qatfactory-kld-corpora
QATFactory serving-KLD corpora (frozen, md5-pinned)
The frozen neutral corpora behind the standardized serving-KLD measurement
(top-20 forward KL vs a BF16 teacher through real vLLM kernels) used in
qatfactory-experiments
(qwen3.5-27b/RESULTS.md) and specified by the kld-skill in
QATFactory-standard-eval/.cursor/skills/kld-skill/.
These are measurement corpora, not training data. They are frozen: the
files in this repo are the canonical bytes; verify md5 before use. Never… See the full description on the dataset page: https://huggingface.co/datasets/weili-0234/qatfactory-kld-corpora.QAT_alwatan_news.xml
Dataset Card for "QAT_alwatan_news.xml"
More Information needed
qatfactory-gptq-calibration
QATFactory GPTQ calibration set (calib_512)
This calibration dataset is a chosen subset of
OpenPerfectBlend.
Concretely: 512 rows sampled with random.Random(42).sample(range(n_rows), 512)
(then sorted) from openperfectblend_100k_Qwen3.5-9B_think_train.jsonl — a
100K-example OpenPerfectBlend prompt set whose responses (including
<think> reasoning traces) were generated by Qwen/Qwen3.5-9B. Each row is
the conversation rendered with the model's stock chat template… See the full description on the dataset page: https://huggingface.co/datasets/weili-0234/qatfactory-gptq-calibration.qat_4k_no_high_prec_oQatar-LegalQA.TDT.FQA_tu_van_hoc_duongQatar-Legal-ArabicSource: ebookqatar
qatar-driving-gold-qaqa_test_good_actionsQatarAirways_dataset
AMERICAN-EXPRESS-TECHNICAL-QUERY-DATASET
This dataset contains a structured collection of technical and financial queries generated from American Express annual reports. It is designed to train and evaluate information retrieval models and improve AI understanding of financial documentation, with a specific focus on the credit card industry, payment processing, and banking services.
About Me
I'm David Soeiro-Vuong, a third-year Computer Science student working as an… See the full description on the dataset page: https://huggingface.co/datasets/Davidsv/QatarAirways_dataset.qa_test_mergedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
6
],
"names": [
"Base",
"Shoulder",
"Elbow",
"Wrist 1",
"Wrist 2",
"Wrist 3"
]
}… See the full description on the dataset page: https://huggingface.co/datasets/aya-s/qa_test_merged.Attn-QAT