strangerzonehf/Ghibli-Flux-Cartoon-LoRA

Ghibli-Cartoon-Art

Prompt

Ghibli Art – A wise old fisherman sits on a wooden dock, gazing out at the vast, blue ocean. He wears a worn-out straw hat and a navy-blue coat, and he holds a fishing rod in his hands. A black cat with bright green eyes sits beside him, watching the waves. In the distance, a lighthouse stands tall against the horizon, with seagulls soaring in the sky. The water glistens under the golden sunset.

Prompt

Ghibli Art – A magical bookstore filled with towering shelves of ancient tomes and glowing lanterns. A young girl with round glasses and a green cardigan sits on a plush red armchair, completely engrossed in a book. Floating candles hover above her, illuminating the pages. A black raven perches on the edge of a wooden desk, watching over the shop. Through the large stained-glass window, a full moon casts a soft, enchanting glow.

Prompt

Ghibli Art, A cartoon drawing of a man in a brown v-neck t-shirt is seen in front of a mirror in a bathroom. The man has dark brown hair and a black beard. He is looking at the camera with a serious expression on his face. Behind him is a white shelf filled with towels and a toothbrush. The walls of the bathroom are tiled with light blue tiles.

Prompt

Ghibli Art, A cartoon drawing of a black man with a white chefs hat on his head. He is holding a golden trophy in his right hand. His mouth is slightly open, as if he is screaming. His eyes are squinted and his mouth is wide open. His hat is white, and his shirt is white with a collar. The background is a light brown, and there is a wooden shelf on the left side of the image.

Prompt

Ghibli Art – A tiny black kitten with big, curious eyes peeks out from a woven basket filled with freshly picked apples. The basket sits on a wooden porch, and the sun casts a warm glow over the scene. A gentle breeze rustles the leaves of a nearby tree, causing a few golden leaves to drift to the ground. In the background, a cozy farmhouse with a thatched roof is nestled among rolling hills.

Prompt

Ghibli Art – A little girl in a fluffy white sweater and a knitted hat sits on the edge of a wooden pier, dipping her toes into the cool, rippling water. She holds a small paper boat in her hands, carefully placing it in the water and watching it float away. Behind her, a weathered fisherman’s hut stands with a string of colorful fish hanging outside to dry.

Model description for Ghibli-Flux-Cartoon-LoRA

Image Processing Parameters

Parameter	Value	Parameter	Value
LR Scheduler	constant	Noise Offset	0.03
Optimizer	AdamW	Multires Noise Discount	0.1
Network Dim	64	Multires Noise Iterations	10
Network Alpha	32	Repeat & Steps	22 & 3330
Epoch	28	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 112 [GPT Generated Images]

Best Dimensions & Inference

Dimensions	Aspect Ratio	Recommendation
1280 x 832	3:2	Best
1024 x 1024	1:1	Default

Inference Range

• Recommended Inference Steps: 30–35

Setting Up

import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Ghibli-Flux-Cartoon-LoRA"
trigger_word = "Ghibli Art"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

Trigger words

You should use Ghibli Art to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.