BlogJun 28, 2026
How to Train an Ideogram 4 LoRA
A practical low-VRAM guide to training Ideogram 4 LoRAs locally with AI Toolkit, FP8 models, JSON captions, and a 12GB GPU.
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Published objects, free samples and packs will appear here.
A practical low-VRAM guide to training Ideogram 4 LoRAs locally with AI Toolkit, FP8 models, JSON captions, and a 12GB GPU.
Ideogram 4 responds extremely well to structured JSON prompts. This guide explains how to build clean JSON prompts for ComfyUI workflows, how to use the Ideogram 4 Prompt Builder KJ node for layout control, and why composition, bounding boxes, and visual evidence matter more than long negative prompt lists.
MediaPixel Games is now open: a new space for 3D assets, game art experiments, tutorials, production notes and downloadable resources.