Direct structured JSON caption input for Ideogram 4. No remote magic prompt, no local Qwen prompt upsampling.
Text encoder: huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated
huihui-ai/Huihui-Qwen3-VL-8B-Instruct-abliterated