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prithivMLmods/Flux.1-Dev-Quote-LoRA

sourceHugging Facecreativeml-openrail-mupdated 2y agoView on Hugging Face

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Model Card

Flux.1-Dev-Quote-LoRA

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

Model description

prithivMLmods/Flux.1-Dev-Quote-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	17 & 1750
Epoch	10	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 18

Best Dimensions

—768 x 1024 (Best)
—1024 x 1024 (Default)

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 = "prithivMLmods/Flux.1-Dev-Quote-LoRA"
trigger_word = "quoter"  
pipe.load_lora_weights(lora_repo)

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

Data source

—https://canva.com/

Other Demo Prompt

quoter, a brown rectangular sticker is placed against a stark white backdrop. The sticker reads "Art is Therapy." In black text, the word "art" is written in a bold font. The text is centered in the middle of the sticker, with a white border around the edges.

Trigger words

You should use quoter to trigger the image generation.

Sample Images [ Motivational Quotes ]

Image 1	Image 2
[image]	[image]

Image 3	Image 4
[image]	[image]

Image 5
[image]

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.