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Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.

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01LLM-Digital-Twin /Twin-2K-500 Twin-2K-500 Dataset This dataset Twin-2K-500 contains comprehensive persona information from a representative sample of 2,058 US participants, providing rich demographic and psychological data. The dataset is specifically designed for building digital twins for LLM simulations. More information on how to use this dataset can be found in our Documentation and GitHub repository. Details on how the dataset was generated are available in our Paper. Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/LLM-Digital-Twin/Twin-2K-500.imagetext-classification1K<n<10K33 likes2.8k downloads6mo agoHugging Face02lab-flair /twinicl-bench TwinICL 38 tasks, each with 132 underlying examples rendered in eight variants: 40,128 rows in total. Each row contains only: task: a readable task name. variant: the text style or image palette. input_text: the text input, or null for image examples. input_image: the image input, or null for text examples. answer: the expected text answer. The eight variants are lowercase/comma, lowercase/semicolon, uppercase/comma, uppercase/semicolon, and images in neutral, warm, cool, and… See the full description on the dataset page: https://huggingface.co/datasets/lab-flair/twinicl-bench.image10K<n<100K0 likes722 downloads11d agoHugging Face03twinkle-ai /tw-privacy-guides 私路 - 隱私之路 正體中文的數位隱私教育素材 介紹如何用「開源」、「免費」、「尊重隱私」的替代品，取代主流軟體服務主流軟體服務的「免費」特質，實際上是用你我的個資所換取如果你重視隱私權、個資，卻不知從何著手。此系列會帶你一步步擺脫控制，從貪婪的個資匪徒手中，奪回被遺忘的權利 :warning: 重要聲明 :warning::本專案的文件、圖片資料採用 CC-BY-SA 4.0 許可證。若使用本專案的資料進行 AI 模型訓練、微調 或 軟體服務架設，則 衍生作品（如模型權重、程式碼）須以 AGPL-3.0 許可證開放原始碼及權重。 目錄 概論 數位隱私的重要性 中國線上服務風險 生活中洩漏的個資 開源 (開放原始碼) 隱私和資安的異同 開源和隱私的關係 民主國家擁抱監控 網路實名浪潮起因 零信任 尊重、保障隱私的免費開源選擇 搜尋引擎 電子郵件 瀏覽器… See the full description on the dataset page: https://huggingface.co/datasets/twinkle-ai/tw-privacy-guides.imagen<1K0 likes630 downloads2d agoHugging Face04twinkle-ai /tw-drug-labels-vision Dataset Card for tw-drug-labels-vision 💊 tw-drug-labels-vision 是一份涵蓋臺灣食品藥物管理署（TFDA）核發之 44,663 筆藥品仿單／外盒 的繁體中文多模態資料集。每一筆紀錄同時包含 PDF 全部頁面的渲染圖（WebP 多頁）以及一份依統一 17 欄 JSON Schema 抽取自原始藥品標示文件的結構化資料，可直接用於語言模型微調、視覺語言模型訓練、文件問答、藥品知識檢索、繁體中文醫藥 NLP 任務之素材。 Dataset Details Dataset Description 本資料集源自臺灣 TFDA 公開的藥品許可證查詢系統。每筆紀錄對應一份藥品文件（仿單或外盒），原始為 PDF 圖檔形式。處理流程分為三階段： 下載：依據 20251222政府開放資料集_仿單與藥品外盒_66032.xlsx 中的 PDF URL，下載原始檔。 頁面渲染：將 PDF 各頁渲染為 WebP 圖檔，封裝在 images 欄位中。 OCR +… See the full description on the dataset page: https://huggingface.co/datasets/twinkle-ai/tw-drug-labels-vision.imageimage-to-text10K<n<100K4 likes430 downloads5mo agoHugging Face05SNAPKITTYWEST /devflow-finance-twin devflow-finance-twin Sovereign BaaS ledger stack — IBM i authoritative core, C# API layer, COBOL FSL state machines, RPGLE posting engine. Architecture C# REST API └── LedgerGateway / CobolGateway (binary struct marshal → IBM i program call) └── COBOL FSL Supervisors (TXN-FSL / ACH-FSL / RTP-FSL / LEDGER-GATEWAY) └── RPGLE Programs (POSTTRAN / REVTRAN / ADJTRAN / EOD / TREASURY) └── DB2 for i (authoritative… See the full description on the dataset page: https://huggingface.co/datasets/SNAPKITTYWEST/devflow-finance-twin.documentn<1K0 likes425 downloads18d agoHugging Face06lsnu /twin_handover_256_trainimage10K<n<100K0 likes345 downloads7mo agoHugging Face07Snapkitty /devflow-finance-twin devflow-finance-twin Sovereign BaaS ledger stack — IBM i authoritative core, C# API layer, COBOL FSL state machines, RPGLE posting engine. Architecture C# REST API └── LedgerGateway / CobolGateway (binary struct marshal → IBM i program call) └── COBOL FSL Supervisors (TXN-FSL / ACH-FSL / RTP-FSL / LEDGER-GATEWAY) └── RPGLE Programs (POSTTRAN / REVTRAN / ADJTRAN / EOD / TREASURY) └── DB2 for i (authoritative… See the full description on the dataset page: https://huggingface.co/datasets/Snapkitty/devflow-finance-twin.documentn<1K0 likes273 downloads18d agoHugging Face08lsnu /twin_put_item_in_drawer_256_valimage10K<n<100K0 likes257 downloads7mo agoHugging Face09lsnu /twin_handover_item_easy_256_trainimage10K<n<100K0 likes253 downloads7mo agoHugging Face10lsnu /twin_straighten_rope_256_trainimage10K<n<100K0 likes239 downloads7mo agoHugging Face11lsnu /twin_straighten_rope_256_valimage10K<n<100K0 likes217 downloads7mo agoHugging Face12lsnu /twin_lift_ball_256_trainimage10K<n<100K0 likes198 downloads7mo agoHugging Face13lsnu /twin_take_tray_out_of_oven_256_valimage10K<n<100K0 likes198 downloads7mo agoHugging Face14lsnu /twin_sweep_to_dustpan_256_valimage10K<n<100K0 likes193 downloads7mo agoHugging Face15lsnu /twin_put_bottle_in_fridge_256_valimage10K<n<100K0 likes188 downloads7mo agoHugging Face16lsnu /twin_handover_item_easy_256_valimage10K<n<100K0 likes183 downloads7mo agoHugging Face17lsnu /twin_take_tray_out_of_oven_256_testimage10K<n<100K0 likes169 downloads7mo agoHugging Face18lsnu /twin_pick_laptop_256_testimage10K<n<100K0 likes153 downloads7mo agoHugging Face19glab-caltech /TWIN TWIN This repository contains the TWIN dataset introduced in the paper Same or Not? Enhancing Visual Perception in Vision-Language Models. TWIN contains 561K challenging (image, question, answer) tuples emphasizing fine-grained image understanding. For evaluating on the dataset with LMMS-eval, please refer to this repo. Citation If you use the TWIN dataset in your research, please use the following BibTeX entry. @misc{marsili2025notenhancingvisualperception… See the full description on the dataset page: https://huggingface.co/datasets/glab-caltech/TWIN.imagevisual-question-answering100K<n<1M3 likes152 downloads6mo agoHugging Face20lsnu /twin_push_box_256_trainimage10K<n<100K0 likes149 downloads7mo agoHugging Face21twinkle-ai /banner-assets Twinkle AI — Banner Assets A collection of banner images featuring the Twinkle AI mascot, hosted on Hugging Face and stored via Git LFS. Available Banners File Preview images/banner-twinkle-hf.jpeg images/Twinkle-AI-First-Birthday-Party.png images/TwinkleAI--3n.png images/TwinkleAI_Reading_Club_Presentation.png images/TwinkleAI-Reading-Club-v2.png images/Twinkle@SITCON.png images/Twinkle-red-envelope.png images/Twinkle-red-envelope1.png… See the full description on the dataset page: https://huggingface.co/datasets/twinkle-ai/banner-assets.imagen<1K0 likes145 downloads5mo agoHugging Face22lsnu /twin_handover_item_easy_256_testimage10K<n<100K0 likes143 downloads7mo agoHugging Face23lsnu /twin_dual_push_128_trainimage10K<n<100K0 likes142 downloads7mo agoHugging Face24TwinDoc /synesthesia-sftimage100K<n<1M0 likes139 downloads8mo agoHugging Face25lsnu /twin_dual_push_256_valimage10K<n<100K0 likes134 downloads7mo agoHugging Face26lsnu /twin_dual_push_128_valimage10K<n<100K0 likes124 downloads7mo agoHugging Face27twinkle-ai /Formosa-Vision Dataset Card for Formosa-Vision Formosa Vision 是一份以台灣在地文化為核心的開源視覺語言資料集，從國家文化記憶庫 2.0中精選兩千餘張資料，文字描述採用 OGDL 1.0 授權、及圖片為 CC By SA（及更開放的授權條款）授權的影像，內容涵蓋景點、建築、生活場景與歷史脈絡。資料集以模型生成與人工審核並行的方式建立，透過視覺語言模型產生影像對話，再由參與者逐一檢查與修訂，確保描述的正確性、文化脈絡的一致性與語句的自然性。專案由 Twinkle AI 社群發起，結合社群協作與開放文化精神，期待成為訓練繁體中文視覺語言模型的重要基礎，幫助研究者與開發者打造能真正理解台灣文化細節的 VLM 模型。 Dataset Details Dataset Description Formosa Vision（又稱 台灣視覺資料集）是一個以台灣在地視覺文化為核心、集結社群力量共創的開源資料集。這項專案源自近年視覺語言模型（Vision Language Model… See the full description on the dataset page: https://huggingface.co/datasets/twinkle-ai/Formosa-Vision.imagequestion-answering1K<n<10K13 likes123 downloads10mo agoHugging Face28lsnu /twin_put_bottle_in_fridge_256_testimage10K<n<100K0 likes123 downloads7mo agoHugging Face29lsnu /twin_dual_push_256_testimage10K<n<100K0 likes119 downloads7mo agoHugging Face30twinkle-ai /emoji-assets Twinkle AI — Mascot Emoji Collection A collection of emoji-style stickers featuring the Twinkle AI mascot, hosted on Hugging Face and stored via Git LFS. Available Emojis File Preview images/Twinkle-emoji.png images/Twinkle-emoji-heart.png images/Twinkle-tearsofjoy.png images/Twinkle-respect.png images/Twinkle-firefirefire.png images/Twinkle-birthdayhat.png images/Twinkle-christmas.png 吉祥物故事：台灣石虎 (Formosan Leopard Cat) 創作者：… See the full description on the dataset page: https://huggingface.co/datasets/twinkle-ai/emoji-assets.imagen<1K0 likes112 downloads5mo agoHugging Face

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