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...
I enjoyed reading it because it highlights the importance of proper planning and preparation in any area. It reminded me how students also benefit from having clear guidance and support, especially those who choose to hire someone to take my ged exam. With the right resources and structured help, they can stay organized, practice effectively, and feel more confident while preparing for their exam.
ReplyDeleteThat SANS 2014 Abu Dhabi session on SEC575 really stands out to me because mobile device security and ethical hacking are the kind of topics that make you rethink how much of your life sits in your pocket every day. I love how events like this push you to explore ideas you wouldn’t normally turn into a finished “product,” almost like giving yourself permission to experiment just for the sake of learning and curiosity. There’s something satisfying about seeing technical knowledge cross into creative or unexpected spaces, especially when you don’t have to worry about the logistics and can just enjoy the process. It actually reminds me of how I approach studying too, where sometimes having support like law assignment help frees up your mind to focus more on understanding and less on stress. https://lawessayhelponline.uk/law-assignment-help/
ReplyDeleteANS 2014 in Abu Dhabi, featuring SEC575 on Mobile Device Security and Ethical Hacking, highlighted the growing importance of cybersecurity in an increasingly mobile world. Sessions like these provide valuable insights into identifying vulnerabilities, understanding attack methods, and developing effective security strategies for modern devices. The topics discussed also offer rich opportunities for academic research in information security and technology management. Students exploring cybersecurity trends often seek dissertation literature review help to organize existing studies, identify research gaps, and build a strong theoretical foundation for their work. Structured analysis and comprehensive reviews are essential for producing high-quality dissertations in rapidly evolving fields like cybersecurity.
ReplyDelete