RIFA-Artbook

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🎨 RIFA's Artbook

A warm, hand-painted storybook illustration style

Trigger phrase: in the style of RIFA's Artbook

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✨ About

RIFA's Artbook is a model that turns ordinary prompts into soft, cozy, storybook-style illustrations.

Gentle characters, golden light, whimsical animals, quiet libraries, rainy-day umbrellas and small magical moments — the kind of pictures you find in the best children's books.

Created by SM Shahbaj as part of the RIFA project family.

🖼️ Examples

1. Fox reading by candlelight

<img src="showcase/example_0.png" width="512" alt="example 1">

Prompt: a fox reading a book by candlelight, in the style of RIFA's Artbook

2. Sleepy dragon on a pile of books

<img src="showcase/example_1.png" width="512" alt="example 2">

Prompt: a small dragon sleeping on a pile of books, in the style of RIFA's Artbook

3. Lighthouse at sunset

<img src="showcase/example_2.png" width="512" alt="example 3">

Prompt: a lighthouse on a cliff at sunset, in the style of RIFA's Artbook

4. Picnic with a bear

<img src="showcase/example_3.png" width="512" alt="example 4">

Prompt: a girl having a picnic with a bear, in the style of RIFA's Artbook

5. Hot air balloon over mountains

<img src="showcase/example_4.png" width="512" alt="example 5">

Prompt: a hot air balloon floating over mountains, in the style of RIFA's Artbook

6. Cat baker

<img src="showcase/example_5.png" width="512" alt="example 6">

Prompt: a cat baker pulling bread from an oven, in the style of RIFA's Artbook

🚀 Usage (Diffusers)

from diffusers import FluxPipeline
import torch

pipe = FluxPipeline.from_pretrained(
    "black-forest-labs/FLUX.1-dev",
    torch_dtype=torch.bfloat16,
)
pipe.load_lora_weights("smshahbaj/RIFA-Artbook")
# or: pipe.load_lora_weights("smshahbaj/RIFA-Artbook", weight_name="RIFA-Artbook.safetensors")
pipe.enable_model_cpu_offload()

image = pipe(
    "a small dragon curled around a treasure chest, in the style of RIFA's Artbook",
    num_inference_steps=24,
    guidance_scale=3.5,
    height=768,
    width=768,
).images[0]
image.save("rifa_artbook.png")

Always include the trigger: in the style of RIFA's Artbook

💡 Prompt tips

• Put the trigger phrase at the end of the prompt.
• Lighting words work beautifully: warm golden light, soft moonlight, candlelight, morning glow.
• Simple, clear subjects give the most charming results.
• Great with animals, children, fantasy creatures, quiet places and everyday magic.
• Trained at 512px; 512–768px gives the most consistent style.

📦 What's included

📜 License

Released under the FLUX.1 [dev] Non-Commercial License — non-commercial use only. See the full license.

👤 Creator

SM Shahbaj — huggingface.co/smshahbaj

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Made with love for RIFA

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