# Edge AI
**URL:** https://forum.aim-linux.advantech.com/c/edge-ai/30.md
[Latest](https://forum.aim-linux.advantech.com/latest.md) · [Categories](https://forum.aim-linux.advantech.com/categories.md) · [Tags](https://forum.aim-linux.advantech.com/tags.md)
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## [About the Edge AI category](https://forum.aim-linux.advantech.com/t/about-the-edge-ai-category/871)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Replies:** 0\
**Last updated:** [October 16, 2024, 8:20am UTC](https://forum.aim-linux.advantech.com/t/about-the-edge-ai-category/871 "2024-10-16T08:20:02Z")
This category is for announcement and update related to Edge AI solution . Feel free to share your questions and thoughts and experiences.
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## [Test Your Edge AI Skills: A Lightweight Mini Quiz for Developers](https://forum.aim-linux.advantech.com/t/test-your-edge-ai-skills-a-lightweight-mini-quiz-for-developers/1326)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Replies:** 0\
**Last updated:** [February 2, 2026, 3:34am UTC](https://forum.aim-linux.advantech.com/t/test-your-edge-ai-skills-a-lightweight-mini-quiz-for-developers/1326 "2026-02-02T03:34:55Z")
We’ve prepared a short Edge AI mini quiz for the community It’s designed as a lightweight, interactive game to help you quickly review key Edge AI concepts and practical deployment ideas. What you get after completi…
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## [How to setup LLM inference on AIR-030?](https://forum.aim-linux.advantech.com/t/how-to-setup-llm-inference-on-air-030/1297)
**Author:** [@jackhsuan.liao](https://forum.aim-linux.advantech.com/u/jackhsuan.liao)\
**Replies:** 0\
**Last updated:** [October 30, 2025, 1:40am UTC](https://forum.aim-linux.advantech.com/t/how-to-setup-llm-inference-on-air-030/1297 "2025-10-30T01:40:29Z")
Using Containers to Package AI Applications on Jetson: Solving JetPack Dependency and Deployment Challenges NVIDIA officially adopted an Ubuntu 22.04-based environment in JetPack 6.x (6.0 / 6.2), corresponding to the L4T…
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## [\[Phase In Notice\] AIR-410 Hawk Point Edge AI Inference System](https://forum.aim-linux.advantech.com/t/phase-in-notice-air-410-hawk-point-edge-ai-inference-system/1296)
**Author:** [@jackhsuan.liao](https://forum.aim-linux.advantech.com/u/jackhsuan.liao)\
**Replies:** 0\
**Last updated:** [October 30, 2025, 1:37am UTC](https://forum.aim-linux.advantech.com/t/phase-in-notice-air-410-hawk-point-edge-ai-inference-system/1296 "2025-10-30T01:37:11Z")
Dear Partners, We’re moving from warm-up to phase-in. The AIR-410 is entering its final ramp toward Mass Production in September/E 2025. Now is the time to line up lighthouse customers, secure forecasts, and prepare cha…
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## [【SW Information】Edge AI SDK Release Highlights - 2025 June](https://forum.aim-linux.advantech.com/t/sw-information-edge-ai-sdk-release-highlights-2025-june/1180)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [July 23, 2025, 9:16am UTC](https://forum.aim-linux.advantech.com/t/sw-information-edge-ai-sdk-release-highlights-2025-june/1180 "2025-07-23T09:16:52Z")
LoRA, PEFT, and RAG: Enabling High-Efficiency Edge AI Recent developments reveal a clear pivot in AI: inference is rapidly leaving data centers for edge devices, while parameter-efficient fine-tuning and on-device de…
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## [\[ Release Note \] Edge AI SDK v3.2.0](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-2-0/1115)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 3\
**Last updated:** [May 22, 2025, 1:33am UTC](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-2-0/1115 "2025-05-22T01:33:40Z")
QCS6490 AI Suite AI Software Suite offers breakthrough AI accelerators and Vision processors uniquely designed to accelerate embedded deep learning applications on edge devices. Qualcomm devices are accompanied by a com…
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## [\[Phase In Notice\] AIR-120 entry level AI system](https://forum.aim-linux.advantech.com/t/phase-in-notice-air-120-entry-level-ai-system/1153)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [May 16, 2025, 6:51am UTC](https://forum.aim-linux.advantech.com/t/phase-in-notice-air-120-entry-level-ai-system/1153 "2025-05-16T06:51:42Z")
Dear Partners, We’re excited to introduce the AIR-120, a fanless compact, low-power edge AI system built for efficient AI inference at the edge. Powered by Intel® ATOM x7000RE Series (ASL) or N-Series (ALD-N) processor…
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## [NVIDIA’s “New” Jetson Orin Nano Super: A Game-Changer or Just a Software Update?](https://forum.aim-linux.advantech.com/t/nvidia-s-new-jetson-orin-nano-super-a-game-changer-or-just-a-software-update/980)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Replies:** 0\
**Last updated:** [March 19, 2025, 6:59am UTC](https://forum.aim-linux.advantech.com/t/nvidia-s-new-jetson-orin-nano-super-a-game-changer-or-just-a-software-update/980 "2025-03-19T06:59:57Z")
On December 17, 2024, NVIDIA’s CEO, the leather-jacketed Jensen Huang, unexpectedly dropped a video on YouTube. In a playful twist, he emerged from his kitchen oven holding a “cake” and introduced it as the brand-new AI …
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## [NVIDIA AI solutions(Jetson Nano super/orin, RTX)](https://forum.aim-linux.advantech.com/t/nvidia-ai-solutions-jetson-nano-super-orin-rtx/969)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Replies:** 0\
**Last updated:** [March 5, 2025, 2:18am UTC](https://forum.aim-linux.advantech.com/t/nvidia-ai-solutions-jetson-nano-super-orin-rtx/969 "2025-03-05T02:18:31Z")
Discover the Most Affordable Generative Edge AI Computing Solutions at Embedded World! Advantech is bringing cutting-edge edge AI solutions to Embedded World at Hall 3, Booth 339—all powered by NVIDIA’s latest technolog…
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## [Edge AI SDK Release Highlights](https://forum.aim-linux.advantech.com/t/edge-ai-sdk-release-highlights/951)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [January 24, 2025, 2:27am UTC](https://forum.aim-linux.advantech.com/t/edge-ai-sdk-release-highlights/951 "2025-01-24T02:27:46Z")
Edge AI SDK with New GenAI Studio Empowering On-premises LLM Development The Advantech Edge AI SDK is a powerful toolkit built to simplify edge AI development. With ready-to-use hardware and fine-tuned software, it …
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## [\[ New Product \] Advantech Hailo-8™ AI acceleration modules EAI-1200 & EAI-3300](https://forum.aim-linux.advantech.com/t/new-product-advantech-hailo-8-ai-acceleration-modules-eai-1200-eai-3300/931)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [January 3, 2025, 5:58am UTC](https://forum.aim-linux.advantech.com/t/new-product-advantech-hailo-8-ai-acceleration-modules-eai-1200-eai-3300/931 "2025-01-03T05:58:44Z")
Advantech, a leading provider of AIoT platforms and services, proudly unveils its latest AI acceleration modules: the EAI-1200 and EAI-3300, powered by Hailo-8™ AI processors. These modules deliver AI performance of up t…
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## [\[ Release Note \] Edge AI SDK v3.1.0](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-1-0/928)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [January 3, 2025, 2:21am UTC](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-1-0/928 "2025-01-03T02:21:19Z")
Version Date Edge AI System / Accelerator / OS AI Packages & Tools Note & Dependency 3.1.0 Download|2024/12/18| |\* AFE-R360 (Intel 14th Gen Core Ultra U/H-series, RAM:64G) / Ubuntu 24.04|\* OpenVINO 2024.3…
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## [【實戰營留言抽獎區】llm 大型語言模型實戰營 - 立即掌握生成式 ai 應用！💡](https://forum.aim-linux.advantech.com/t/llm-ai/924)
**Author:** [@Hsiaoyu\_Li](https://forum.aim-linux.advantech.com/u/Hsiaoyu_Li)\
**Replies:** 0\
**Last updated:** [December 26, 2024, 6:30am UTC](https://forum.aim-linux.advantech.com/t/llm-ai/924 "2024-12-26T06:30:28Z")
:loudspeaker: 想讓生成式 AI 技術快速落地，並應用於您的企業專案嗎？ 我們誠摯邀請您參加 LLM 大型語言模型實戰營，只需 NT$5,000，您即可學習最前沿的技術！ 課程亮點： :light\_bulb: 幫助企業快速打造 生成式 AI 解決方案，結業即可啟動專案！ :light\_bulb: 涵蓋從 Edge AI 硬體選擇、模型訓練到推論開發與應用部署的完整流程。 :light\_bulb: 報名課程後，費用可…
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## [\[ Release Note \] Edge AI SDK v3.0.0](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-0-0/873)
**Author:** [@Jackhsuan\_Liao](https://forum.aim-linux.advantech.com/u/Jackhsuan_Liao)\
**Replies:** 0\
**Last updated:** [October 18, 2024, 3:47am UTC](https://forum.aim-linux.advantech.com/t/release-note-edge-ai-sdk-v3-0-0/873 "2024-10-18T03:47:53Z")
Download Link: https://edgeaisuite.blob.core.windows.net/installer/Edge\_AI\_SDK-installer-3.0.0.tar.gz Reference https://ess-wiki.advantech.com.tw/view/Edge\_AI\_SDK Advantech Edge AI SDK offers a consistent development…