______  ______   __       __  __   ______   ______   __  __   ______       __   ______    
/\  == \/\  __ \ /\ \     /\ \_\ \ /\  ___\ /\  == \ /\ \/\ \ /\___  \     /\ \ /\  __ \   
\ \  _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \  __< \ \ \_\ \\/_/  /__    \ \ \\ \ \/\ \  
 \ \_\   \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\    \ \_\\ \_____\ 
  \/_/    \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/     \/_/ \/_____/ 
                                                                                                                                                                                                  

sketch-painterly

Prompt

Qd Sketch, An abstract painting of a woman in a green t-shirt and black pants. The woman is facing the left side of the frame, her left hand is covering her face with her right hand. Her right hand is positioned in front of her face. Her hair is a dark shade of black, and her eyes are a light brown. Her lips are a darker shade of brown. The background is a peach color, and the womans shirt is a vibrant green.

Prompt

Qd Sketch, An animated image of a woman with long black hair, a white shirt, and a black skirt. The woman is standing in front of a wall that has brown stripes on it. There is a white line running across the womans right side of the image. The shadow of the woman is on the wall behind the woman.

Prompt

Qd Sketch, A medium-sized painting of a womans face is depicted in a stark contrast of red and white. The womans head is angled towards the left side of the frame, her eyes are wide open, and her lips are pursed. Her hair is a dark shade of blue, with a few wispy bangs protruding from the top of her head. She is wearing a white sleeveless shirt with a red collar and a red line running down the center of her chest. The shirt has a white collar with three red circles on it. The background is a vibrant red, creating a striking contrast with the womans features.

Prompt

Qd Sketch, A medium-sized painting of a woman in a red hooded sweatshirt with a black collar and a black belt around her waist is seen on a bright yellow background. The woman is holding a white tray with a straw and a white cup with yellow writing on it, both of which have the letters "M" and "W" written on them. Her eyes are closed and her lips are slightly parted. Her hair is a light brown color and she has bangs. She has a serious look on her face.

Prompt

Qd Sketch, An abstract painting of a woman wearing a long yellow dress with white floral patterns. She is seated on a wooden chair, her head slightly tilted to the right, with her left hand resting on her lap. Her short black hair is neatly styled, and her eyes are closed as if in thought. The background consists of swirling shades of orange and pink, giving the image a dreamlike atmosphere.

Prompt

Qd Sketch, An abstract image of a woman in a white sundress with pink polka dots, standing on the edge of a wooden dock by a lake. The water reflects the soft hues of a sunset, ranging from orange to purple. Her short black bob haircut sways slightly in the breeze, and she is looking down at her bare feet. In the background, tall trees surround the lake, their dark green leaves creating a contrasting frame.

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Model description for sketch-painterly

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	26 & 3830
Epoch	20	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 23

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 = "Polycruz9/sketch-painterly"
trigger_word = "Qd-Sketch"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Qd-Sketch to trigger the image generation.

Download model

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.