---
license: other
license_name: ideogram-community
license_link: https://huggingface.co/ideogram-ai/ideogram-4-fp8/blob/main/LICENSE
base_model:
- ideogram-ai/ideogram-4-fp8
tags:
- ideogram
- ideogram-4
- lora
- lokr
- text-to-image
- style
library_name: diffusers
pipeline_tag: text-to-image
---

# Kiki Ideogram4 v1

LoRA (lokr) adapter trained on **Ideogram 4** (`ideogram-ai/ideogram-4-fp8`) for a **Studio Ghibli style**.

## 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

![sample 3](./sample_03.png)


```json
{
  "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.",
  "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.",
    "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, writing in a notebook."},
      {"type": "obj", "bbox": [518, 155, 630, 443], "desc": "An orange tabby cat curled up and sleeping peacefully on the windowsill."}
    ]
  }
}
```

## Specifications

| | |
|---|---|
| Base model | `ideogram-ai/ideogram-4-fp8` |
| Architecture | ideogram4 |
| Network | lokr (linear 32, alpha 32, factor 8, full rank) |
| Training steps | 5000 |
| Resolution | 512 / 768 / 1024 |
| Optimizer | automagic3 |
| Learning rate | 1e-5 |
| dtype | bf16 |

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

## Samples

![sample 1](./sample_01.png)
![sample 2](./sample_02.png)
![sample 4](./sample_04.png)
![sample 5](./sample_05.png)
![sample 6](./sample_06.png)
![sample 7](./sample_07.png)
![sample 8](./sample_08.png)