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strangerzonehf/Flux-Ghibli-Art-LoRA

sourceHugging Faceopenrailupdated 2y agoView on Hugging Face

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Model Card

Flux-Ghibli-Art-LoRA

Model description for Flux-Ghibli-Art-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	15 & 2400
Epoch	15	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 20

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

python

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/Flux-Ghibli-Art-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 models

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.