{"slug": "ai-system-for-my-business", "title": "AI system for my business", "summary": "A business owner reports that their EVO-X3 AI box, set up with help from Claude, runs the Qwen3.8 Flash-Nect model for quick responses but slows under high request loads, while the larger model performs without issue. They are considering adding a GPU card to speed up the smaller model or support more concurrent instances.", "body_md": "I purchased a EVO-X3 and I used Claude to replace the calls to the API with calls to this new box. From my website. I started with Windows and got it to work. Using the Claude responses as a way to figure out which models would even pass an acceptance test, then focused on performance. I got Claude to setup Linux which I was surprised how smoothly it went. I have settled on Qwen3.8 Flash-Nect. Did need Claude to work for almost a day to get it to work I use a smaller model for the quick response I need. It does work. Where it does not work so well when lots of request come in. Can take a long time. Interested in adding a GPU card to run the smaller model faster or allow more instances to run. Is this a good solution?\n\nI should have said the larger model does not have this issue only the smaller model. This is ment to be fast and many users using. The one I am usingg is the Qwen3.6 27B 3A expert one. May have got the name wrong.", "url": "https://wpnews.pro/news/ai-system-for-my-business", "canonical_source": "https://forum.level1techs.com/t/ai-system-for-my-business/255029#post_2", "published_at": "2026-09-03 23:46:21+00:00", "updated_at": "2026-09-03 23:52:20.897216+00:00", "lang": "en", "topics": ["ai-infrastructure", "ai-products", "ai-tools"], "entities": ["EVO-X3", "Claude", "Qwen3.8 Flash-Nect", "Qwen3.6 27B 3A"], "alternates": {"html": "https://wpnews.pro/news/ai-system-for-my-business", "markdown": "https://wpnews.pro/news/ai-system-for-my-business.md", "text": "https://wpnews.pro/news/ai-system-for-my-business.txt", "jsonld": "https://wpnews.pro/news/ai-system-for-my-business.jsonld"}}