「Local AI 實戰工作坊 ── 從模型使用、評估到應用」共五堂課程,主題聚焦在本地端模型的應用。課程將以macOS 27 版本的 Foundation Models framework 為出發,上手 CLI、簡單 Swift app,一路到 open weight model 使用與評估,最後把 ASR/OCR 等其他 local AI 的能力與 LLM 串接成工作流程。
從作業系統內建 AI 模型開始,逐步學習使用、開發、選擇與評估 Local AI,最後將語言、語音與影像模型組合成自己的 Local AI 工作流程。此為單堂課程報名,其他系列課程請洽課程總覽:https://www.dlc.ntu.edu.tw/2026/08/28/local-ai-workshop-overview
● 完整參加各堂課程的學員,可獲得該堂課程的完課證書。
第 1 堂:初次上手 Local AI
【Session 1】Local AI: Hands-On with Foundation Models
💻時間:115 年 10 月 16 日 ( 五 ) 09:30-12:30
✨ 需具備基本電腦操作能力,不要求 AI 或程式開發經驗
📍 地點:校總區綜合教學館 4F 401未來教室
👉 課程介紹:
從 macOS 內建的 Foundation Models framework 開始,認識 Local AI 的能力、限制等基本觀念。實際使用 fm command-line tool 進行文字生成、資料處理與結構化輸出,並透過 shell script 組合出自己的 AI 工具。課程也會比較本地端與雲端 AI 的差異,建立模型應用的基礎概念。
✅ 課前準備:
* 建議自備 Apple silicon MacBook,記憶體 16GB 以上,並升級至 macOS 27,且 Apple Intelligence 可以正常使用。
(中心提供少量電腦借用,因數量有限,能自備裝置者優先錄取)
English Version:
📆 Date & Time: Friday, October 16, 2026, 09:30–12:30
✨ Prerequisites: Basic computer literacy is sufficient; no prior experience with AI or programming is necessary.
📍 Location: Future Classroom 401, 4F, Zonghe Lecture Building, NTU Main Campus
► This session will be delivered in Mandarin.
👉 Introduction:Learn the basics of Local AI by exploring macOS’s built-in Foundation Models framework. Discover the capabilities and limitations of on-device AI. Hands-on practice includes using the fm command-line tool for text generation and data handling, and using shell scripts to build custom AI tools. We will also cover the differences between local and cloud-based AI to set the stage for practical model application.
✅ Preparation:
* To follow along effectively, participants are recommended to bring an Apple Silicon MacBook (with 16GB+ RAM), upgraded to macOS 27, and functional access to Apple Intelligence.
Limited loaner laptops available; BYOD (Bring Your Own Device) participants will be prioritized for admission.
*10 月 12 日(一) 中午12:00 截止,若報名成功會在 10/13 (二)來信通知。未錄取則不會另行通知。
Registration Deadline: Oct.12 (Mon), 2026, 12:00 PM.
If registration is successful, you will receive a notification email on October 13(Tue). Applicants who are not selected will not be notified separately.
☎️ 課程聯絡人 Contact person:林小姐 Ms. Lin (02)3366-3367 #583,ihsuan1999@ntu.edu.tw
※ 注意事項 Notice:
- 教室內只能喝水,禁止飲食。 No food or drinks are allowed in the classroom, except for water.
- 如有身體不適或上呼吸道症狀的人員謝絕入場。Individuals feeling unwell or experiencing upper respiratory symptoms are kindly asked to refrain from attending.