Ideogram 4.0 studio (open weights, NON-COMMERCIAL licence), Fooocus-style, 100% local: the text-in-image and design studio of the crispz family (posters, logos, packaging, dense typography). Structured JSON captions with boxes drawn on a canvas, local magic prompt and Describe (Qwen3-VL-8B), 9 design presets, emulated img2img / inpaint / outpaint, ESRGAN upscale, local vectorization (SVG) and Remove BG, editing handed to crispz-flux3. NVIDIA GPU required (nf4 weights, bitsandbytes). The repo is gated on Hugging Face: accept the licence and set a token. https://github.com/mikecastrodemaria/crispz-ideogram
