Calling it. The castle is DeepSeek 4.1 Flash, open weights, made over the API because 8 3090s isn't enough...
How much vram do you need before fully "local" actually means fully local for you?
Recently I have been working on a public account typesetting tool. It’s not a big project
Recently I have been working on a public account typesetting tool. It’s not a big project, it’s just that I’m tired of writing and revising it myself, and I want to model it The content is collected directly so that it can be posted in the background. Title level, image and text bits Settings and HTML structure need to be run once to change.
OpenBKN’s DeepSeek Harness plugin is here.
Ask business questions in plain language. Get answers grounded in your authorized knowledge network, with tool calls and evidence you can inspect. See the material-to-product lookup demo below.
To be honest, for many AI tasks, there is no need to use the most expensive model every time.
What we usually do frequently is writing code, changing pages, adjusting UI, and batch processing. It’s somewhat of a waste to buy the most expensive model every time. So this time I directly used DeepSeek V4.1 Flash to make a front-end demo: Just one prompt to create a futuristic product release page from scratch.
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