Prompt

Qc-Sketch, A black and white sketch of a mans face is shown. He is wearing a black baseball cap with a white letter A on the front of it. He has a black beard and glasses on his face. His mouth is slightly open and he is speaking. His ears are sticking out of the cap. His eyes are blue and he has a slight smile on his lips.

Prompt

Qc-Sketch, An eye-level sketch of a mans face is depicted in a stark white background. The mans eyes are covered with a red tint, adding a pop of color to the otherwise monochromatic image. The hat he is wearing is adorned with the letters AS on the side of the hat, and a black band around the brim. His mouth is slightly open, as if he is about to go to the right of the image. He is wearing a black collar around his neck, with a black belt loop looped around the collar. His ears are slender, and he has a slight smile on his face. The background is a solid white, creating a stark contrast to the sketch.

Prompt

Qc-Sketch, A medium-sized portrait of a baseball player is depicted in a vibrant blue and white color scheme. The players head is adorned with a blue baseball cap, adorned with an orange star, adding a pop of color to the scene. He is wearing a white baseball uniform, with a black collar and a blue t-shirt underneath. His mouth is slightly open, as if he is about to go to the right. His eyes are open, and he is smiling. His hair is neatly trimmed, and his beard is neatly neatly trimmed. The background is a stark white, creating a stark contrast to the portrait.

Prompt

Qc-Sketch, A monochromatic sketch of a young woman with curly hair tied in a bun. She is wearing round glasses and a scarf around her neck. Her lips are slightly parted, revealing a hint of her teeth. The background is a simple white, and her eyes convey a sense of curiosity. Her sweater has faint stripes, adding subtle texture to the image.

Prompt

Qc-Sketch, A colorful sketch of a musician playing a saxophone. The musician is wearing a purple hat tilted to one side and a bright green scarf. His eyes are closed, and his cheeks are puffed as he blows into the instrument. Musical notes and swirls of blue are depicted around him against a white background.

Prompt

Qc-Sketch, A rugged sketch of a mountain climber at the summit. The climber is wearing a heavy coat with a hood, and his backpack is outlined with bold strokes. He is holding a flagpole with a triangular flag flapping in the wind. The background is minimal, with faint outlines of mountains below.

# Model description for Qc-Sketch

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	16 & 2230
Epoch	17	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 18

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/Qc-Sketch"
trigger_word = "Qc-Sketch"  
pipe.load_lora_weights(lora_repo)

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