Running four AI models fully offline on a Nextion ONX3248G035
A while back I unboxed a Nextion touchscreen dev board and vibe-coded a WiFi auditor onto it . That board has been sitting on my desk ever since, and one question kept nagging: this thing has 8 MB of PSRAM and a dual-core ESP32-S3. Could it run an actual language model? Not talk to one over WiFi — run one. Turns out: yes. Four of them, in fact. No internet, no server, no phone, no PC. Everything in this video is generated by the chip on the board. All four models, on the board, offline. Loading a model from the SD card, then generating. What is actually running The board boots into a menu. Tap a model, it loads and starts generating. All of these were trained from scratch on an M2 Max in well under an hour. Malayalam English Arithmetic Icons Parameters 7.6M 7.6M 1.0M 577K Flash 3.95 MB 3.95 MB 0.41 MB 0.58 MB Speed 13.0 tok/s 14.9 tok/s 20.7 tok/s 3.4 s/image First things first: this is not a Nextion HMI The ONX3248G035 is sold under Nextion branding, and the name is...
nemo slot jili slot เข้าสู่ระบบ ฟรีเครดิต เว็บไซต์พวกเรานั้นเป็นเว็บไซต์ที่ให้บริการเกมออนไลน์ชั้น 1 ในประเทศไทย ที่เปิดให้บริการอย่างครบวงจร pg slot สล็อต ฝากถอนไม่มีอย่างน้อย
ReplyDeleteUsing Arduino I2C to animate the OLED is a rewarding experience because it integrates programming and hardware in a way that explains how minute details combine for a fluid outcome. While the end result seems simple, achieving it requires some time, trial and error, and an understanding of the flow of data from one component to the next. It is a concept that should apply in research as well. If data analysis appears confusing andnumbers seem unclear, effective spss dissertation help is a good way to ensure that data analysis becomes comprehensible and appreciable.
ReplyDeleteThis topic is really interesting because getting smooth animations on an OLED with Arduino over I2C always feels like a small victory when it finally works. I like how simple displays can still look impressive when you play around with timing, frame updates, and clean transitions instead of just showing static text. It’s satisfying to see how a few lines of code can turn a tiny screen into something dynamic and alive, especially when you’re tweaking speed and movement to avoid flicker. Reading about setups like this reminds me how much creativity you can pack into small hardware projects, and honestly, working through these details feels a lot like problem-solving in a good Coursework writing service, where clarity and flow make all the difference.
ReplyDelete