Yofardev/kiki_ideogram4_v2

Kiki Ideogram4 v2

LoRA (lokr) adapter trained on Ideogram 4 (ideogram-ai/ideogram-4-fp8) for a Studio Ghibli style. This is v2 with improved training settings and dataset.

Prompt format

Ideogram 4 does not take a plain-text prompt. It expects a structured JSON prompt. This LoRA is activated by setting the style fields:

• style_description.art_style: Studio Ghibli style
• style_description.medium: anime_screencap

Fill the rest of the JSON schema (high_level_description, style_description.aesthetics/lighting/color_palette, compositional_deconstruction) to describe the scene.

Example JSON prompt

{"high_level_description":"A young girl with dark hair in a ponytail sits at a wooden desk, writing in a notebook while wearing headphones labeled 'LOFI'. A sleeping orange tabby cat rests on the windowsill beside her. A red desk lamp illuminates the workspace, with a laptop, books, and stationery nearby. Bookshelves and a view of city rooftops are visible in the background.","style_description":{"aesthetics":"warm, cozy, detailed, anime-inspired","lighting":"soft, directional light from a red desk lamp and natural light from a large window","art_style":"Studio Ghibli style","medium":"anime_screencap","color_palette":["#272A33","#BCBCB5","#6A707A","#A0695C","#2A7A74","#96223E"]},"compositional_deconstruction":{"background":"A large window with dark frames shows a view of multi-story buildings with red-tiled roofs and white walls. A potted plant with trailing green leaves hangs from the window frame. To the right, tall dark bookshelves are filled with books and decorated with hanging ornaments and a wall calendar.","elements":[{"type":"text","bbox":[393,347,865,808],"text":"LOFI","desc":"A young girl with dark brown hair tied in a high ponytail, wearing a green hoodie with a pink hood and a pink scarf. She has a thoughtful expression, her chin resting on her hand, and is writing in a notebook with a black pen. She wears black headphones with 'LOFI' written in white letters on the earcup.","color_palette":["#2A353C","#C0BEB4","#159D80","#B74568","#A67367"]},{"type":"obj","bbox":[518,155,630,443],"desc":"An orange tabby cat with distinct stripes, curled up and sleeping peacefully on the windowsill. Its eyes are closed, and its tail is wrapped around its body. The cat's fur is fluffy and has a warm orange hue with darker stripes.","color_palette":["#CA7252","#8B4D45","#2A262E","#BDB3AF","#637982"]},{"type":"obj","bbox":[353,0,925,342],"desc":"A red adjustable desk lamp with a curved metal arm and a white lampshade. The lamp is turned on, casting a warm glow on the desk. The base is red and rectangular, and the lamp is positioned to illuminate the girl's workspace.","color_palette":["#252228","#C5C7BE","#5A6770","#9E5F4E","#880E28"]},{"type":"obj","bbox":[625,0,850,295],"desc":"A silver laptop with a black keyboard and a glowing white screen. The laptop is open and positioned on the desk, with its power cord extending toward the girl. The screen is bright, suggesting it is in use or on standby.","color_palette":["#1E1C23","#EBF0DD","#ACACAC","#605F6C","#9A4442"]},{"type":"obj","bbox":[720,295,825,595],"desc":"An open white notebook with lined pages, lying flat on the desk. The girl is writing in it with a black pen. The notebook has a simple, unadorned cover and appears to be a standard spiral-bound journal.","color_palette":["#D8D7C5","#139F81","#343434","#986154","#919191"]},{"type":"obj","bbox":[815,425,950,715],"desc":"A stack of three books with blue and white covers, placed on the desk near the notebook. The top book has a pink cover, and the bottom book has a blue cover. The books are neatly stacked and appear to be textbooks or reference materials.","color_palette":["#2A2A2A","#7D7D7D","#AB806A","#B35A85","#B8BEB8"]},{"type":"obj","bbox":[105,0,630,395],"desc":"A large potted plant with a thick, dark brown trunk and trailing green leaves. The plant is hanging from the window frame and cascades down toward the windowsill. The pot is dark brown and cylindrical, and the plant appears healthy and lush.","color_palette":["#292D35","#B3B3B3","#3D595C","#808080","#9D3E39"]},{"type":"obj","bbox":[0,45,630,775],"desc":"A large window with dark frames, divided into multiple panes. The window provides a view of city buildings with red-tiled roofs and white walls. The window is clean and clear, allowing natural light to enter the room.","color_palette":["#252C37","#B0B0B0","#517177","#AB6E68","#8E1633"]},{"type":"obj","bbox":[0,835,1000,1000],"desc":"A tall, dark wooden bookshelf filled with books of various sizes and colors. The shelves are neatly organized, and there are decorative items such as hanging ornaments and a wall calendar. The bookshelf extends from the floor to the ceiling and is positioned against the wall.","color_palette":["#1B1B1B","#292F3E","#574345","#891938","#85787B"]},{"type":"obj","bbox":[580,755,1000,955],"desc":"A wooden chair with a red cushioned seat and backrest. The chair is positioned at the desk, and the girl is sitting on it. The chair has a simple design with a curved backrest and a sturdy frame.","color_palette":["#202020","#494949","#A42A47","#B28772","#630629"]},{"type":"obj","bbox":[630,115,755,215],"desc":"A white ceramic cup with a red handle, filled with various stationery items including scissors, pencils, and pens. The cup is placed on the desk next to the laptop and has a small red square design on its side.","color_palette":["#1C1E25","#C6BEAF","#535E67","#67353C","#B83B36"]},{"type":"obj","bbox":[285,795,350,860],"desc":"A small wall calendar hanging on the wall next to the bookshelf. The calendar has a white background with black text and numbers, and it is framed in a simple black border. The calendar is positioned at eye level and appears to be a standard monthly calendar.","color_palette":["#959595","#1E222D","#333F50","#686B73","#8C5470"]},{"type":"obj","bbox":[235,875,290,975],"desc":"A small, round ornament hanging from the bookshelf. The ornament is decorated with colorful patterns and appears to be made of glass or ceramic. It is positioned near the top of the bookshelf and adds a decorative touch to the room.","color_palette":["#191919","#32394F","#546680","#98989F","#573250"]}]}}

Specifications

Base model	ideogram-ai/ideogram-4-fp8
Architecture	ideogram4
Network	lokr (linear 32, alpha 32, factor 8, full rank)
Training steps	6000
Resolution	512 / 768 / 1024
Optimizer	automagic3
Learning rate	1e-4
Weight decay	1e-4
dtype	bf16

Keep art_style = Studio Ghibli style and medium = anime_screencap in every prompt to trigger the LoRA.

Samples