datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
custom_squadStanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.open-customs-data
Open Customs Data
Dataset Summary
This dataset contains 65,163,468 import transactions from the Bureau of Customs of the Philippines spanning from 2012 to 2025. It represents a comprehensive record of goods imported into the Philippines, including detailed information on product classifications, values, duties paid, countries of origin, and ports of entry.
The data was extracted from the Bureau of Customs' electronic2mobile (e2m) system and has been cleaned, standardized… See the full description on the dataset page: https://huggingface.co/datasets/bettergovph/open-customs-data.indicvoices-multilang-32k-random-customsplitopen-customs-data
Open Customs Data
Dataset Summary
This dataset contains 65,163,468 import transactions from the Bureau of Customs of the Philippines spanning from 2012 to 2025. It represents a comprehensive record of goods imported into the Philippines, including detailed information on product classifications, values, duties paid, countries of origin, and ports of entry.
The data was extracted from the Bureau of Customs' electronic2mobile (e2m) system and has been cleaned, standardized… See the full description on the dataset page: https://huggingface.co/datasets/Pilin2005/open-customs-data.indicvoices-multilang-16k-random-customsplitCustom_SQuADShellcode_IA32 is a dataset for shellcode generation from English intents. The shellcodes are compilable on Intel Architecture 32-bits.open-thoughts_OpenThoughts-114k-CustomShareGPTtarkov-customs-trajectory
CUSTOMS — Fable 5.1 agent trajectory
Full Claude Code session log (raw JSONL trajectory) of Fable 5.1 (claude-fable-5) building
tarkov-customs — a single-file Tarkov-style
extraction shooter — end to end: engine, AI, ballistics, UI, and tests.
Play: https://inonono66.github.io/tarkov-customs/
Code: https://github.com/INONONO66/tarkov-customs
File: trajectory/5881b249-26a1-4c50-a720-1cee6e722991.jsonl (509 events)
customs_datacognitivecomputations_dolphin-r1-reasoning-deepseek-CustomShareGPTiran_foreign_trade_customs
آمار تجارت خارجی ایران (واردات و صادرات)
آمار رسمی گمرک ج.ا.ا به تفکیک سال، ماه، گمرک، کشور و کد تعرفه (HS). صادرات = غیرنفتی.
منبع: گمرک جمهوری اسلامی ایران (IRICA) — https://www.irica.ir · دفتر آمار و پردازش اطلاعات گمرکی
لایسنس: آمار رسمی عمومی · حساسیت: public
پوشش: ۱۳۹۷–۱۴۰۲ · تناوب: ماهانه · نسخه (vintage): 2024-09
حجم mart: ۲٬۰۲۹٬۱۷۶ ردیف · ۸٬۱۳۹ کد تعرفه · ۱۵۰ گمرک · ۲۰۲ کشور
خروجیها
فایل
چیست
trade.parquet
mart کامل ریزداده (۳۶MB، از… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_foreign_trade_customs.nigerian_transport_and_logistics_customs_clearance
Nigeria Transport & Logistics – Customs & Clearance | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_customs_clearance.NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite
NyxKrage_chub-logs-sharegpt-longest-CustomShareGPT-qwq-all-aphrodite
You should mask everything except the last turn. The only part that matters to teach the model is the last turn, as you are teaching it to always output thinking, no matter what the user feeds it.
It's setup to be trained like R1:
cognitivecomputations_dolphin-r1-reasoning-flash-CustomShareGPTbigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
bigcode/self-oss-instruct-sc2-exec-filter-50k with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/bigcode_self-oss-instruct-sc2-exec-filter-50k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.egyptian-customs-authority
Egyptian Customs Authority Laws
Raw laws are downloaded from Egyptian Customs Authority. It is unprocessed and in PDF format.
lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
PJMixers-Dev/musab-mk_lmsys-chat-1m_deduped-prompts with responses generated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/lmsys_lmsys-chat-1m-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.O1-OPEN_OpenO1-SFT-Pro-English-CustomShareGPT0 samples dropped cause the thought pattern failed. 0 sample dropped cause the solution pattern failed. 41729 samples dropped because chinese characters were found.
def contains_chinese(text):
chinese_pattern = r"[\u4e00-\u9fff]"
return bool(re.search(chinese_pattern, text))
def extract_strings(input_string):
# Regular expressions to match the Thought and Output
thought_pattern = r"<Thought>(.*?)</Thought>"
solution_pattern = r"<Output>(.*?)(?:</Output>|$)"
#… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/O1-OPEN_OpenO1-SFT-Pro-English-CustomShareGPT.WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
WizardLMTeam/WizardLM_evol_instruct_70k with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/WizardLMTeam_WizardLM_evol_instruct_70k-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.custom-service-ticket-zh-tw
Dataset Card：客服工單分類與結構化抽取（合成資料）
資料集摘要
繁體中文（台灣）電商客服工單合成資料集，用於六分類意圖分類 + 結構化欄位抽取任務。全部資料由 teacher LLM（Claude / GPT，經 OpenRouter 呼叫）依 schema-first structured output 生成，不含任何真實客服工單，無個資/版權疑慮。共 3,148 筆，切分為 train / validation / test 三份。
使用方式
from datasets import load_dataset
ds = load_dataset("albertkingdom/custom-service-ticket-zh-tw", data_files={
"train": "train.jsonl",
"validation": "validation.jsonl",
"test": "test.jsonl",
})… See the full description on the dataset page: https://huggingface.co/datasets/albertkingdom/custom-service-ticket-zh-tw.open-customs-data
Open Customs Data
Dataset Summary
This dataset contains 65,163,468 import transactions from the Bureau of Customs of the Philippines spanning from 2012 to 2025. It represents a comprehensive record of goods imported into the Philippines, including detailed information on product classifications, values, duties paid, countries of origin, and ports of entry.
The data was extracted from the Bureau of Customs' electronic2mobile (e2m) system and has been cleaned, standardized… See the full description on the dataset page: https://huggingface.co/datasets/darksystem54/open-customs-data.Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Some random images with responses/captions generated with gemini-2.0-flash-thinking-exp-1219.
The format should be similar to that of liuhaotian/LLaVA-Instruct-150K.
Images can be found in the images.zip folder. The zip also contains .txt captions for ease of use in non-VQA tasks.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Images/Handpicked-Images-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.custom-sentiment-analysisr_portraitphotography-gemini-2.0-flash-thinking-exp-1219-CustomShareGPTmaritime-customs-clearance-terminal-release-coherence-risk-v0.1What this repo is for
Detect when containers are physically ready but legally blocked.
You use it to flag
inspection backlogs
document gaps
clearance lag
yard congestion not caused by cranes
Why it matters
Ports often chase equipment fixes.
The real delay is often customs-release mismatch.
iran_hs_customs_classification
طبقهبندیِ کالا (HS) — تعرفهٔ گمرک ایران
جدولِ طبقهبندیِ نظامِ هماهنگشدهٔ توصیف و کدگذاری کالا (HS) برای تعرفهٔ گمرک ایران، با
سلسلهمراتبِ کامل: فصل (۲ رقم) ← عنوان (۴) ← زیرعنوان (۶، بینالمللی) ← تعرفه (۸ رقم، ملی).
ستون
توضیح
code
کدِ HS
level
فصل / عنوان / زیرعنوان / تعرفه
digits
تعداد رقم (۲/۴/۶/۸)
name_fa
شرحِ فارسیِ کالا
parent_code
کدِ والد (برای تجمیع)
۱۴٬۷۳۷ کد شامل ۸٬۴۰۰ ردیفِ تعرفهٔ هشترقمی. مرجعی برای پیوستن به دادههای تجارت و تحلیلِ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_hs_customs_classification.allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
PJMixers-Dev/allenai_WildChat-1M-prompts with responses generated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model =… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/allenai_WildChat-1M-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.r_abandoned-gemini-2.0-flash-thinking-exp-1219-CustomShareGPTcra-customsWeyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Weyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT
Weyaxi/HelpSteer-filtered with responses regenerated with gemini-2.0-flash-thinking-exp-1219.
Generation Details
If BlockedPromptException, StopCandidateException, or InvalidArgument was returned, the sample was skipped.
If ["candidates"][0]["safety_ratings"] == "SAFETY" the sample was skipped.
If ["candidates"][0]["finish_reason"] != 1 the sample was skipped.
model = genai.GenerativeModel(… See the full description on the dataset page: https://huggingface.co/datasets/PJMixers-Dev/Weyaxi_HelpSteer-filtered-gemini-2.0-flash-thinking-exp-1219-CustomShareGPT.