Prompt

Sketch Flat: A black and white pencil sketch of a Starship rocket launch is depicted on a beige background. The rocket is captured mid-ascent, with flames and smoke billowing dramatically from its engines. The body of the Starship is sleek and cylindrical, detailed with fine lines to emphasize its metallic surface. Thin, wavy strokes illustrate the clouds of exhaust expanding at the base. In the background, faint outlines of a launch tower and distant hills are visible, adding depth to the scene. Above the rocket, the words "Reaching for the Stars" are written in bold, curved black ink, , the booster fire smoke was Orange coloured

Prompt

Sketch Flat, A black and white sketch of a mans face is depicted on a beige background. The mans head is tilted slightly to the left, and his eyes are slightly open. His hair is a dark shade of black, and he has a beard and mustache. He is wearing a tie, and a shirt with a collar around his neck. His ears are sticking out of the top of his head

Prompt

Sketch Flat: A black and white pencil sketch of a train passing through the base of Mt. Fuji is depicted on a beige background. The train is sleek and modern, with its carriages connected in smooth lines, racing along a set of tracks. In the distance, Mt. Fuji looms dramatically, its iconic peak erupting with streams of bright orange lava, contrasting against the monochromatic sketch. The lava flows down the mountain in jagged, fiery streaks, while wisps of smoke and ash rise into the sky, blending into the horizon with bold, textured strokes. Thin, faint lines of trees and small houses in the foreground emphasize the scale of the erupting mountain.

Prompt

Sketch Flat, A black and white portrait of a man with a beard and mustache. The mans face is white and he has dark eyes. His hair is cut up in a bun. He is wearing a white collared shirt and a white tie. The background is a light beige color, red eyes

Prompt

Sketch Flat, A black and white sketch of a mans face is drawn on a beige background, s mouth is slightly open. His hair is slicked back, and he has a mustache and beard. He is wearing a collared shirt, and a tie. Above his head is a line of words that are written in black ink, adding a touch of texture to the image

Prompt

Sketch Flat, a pencil sketch of a mans face is visible on a beige paper. The mans head is encircled by a series of words, including "You are a good man." The man has a serious expression on his face, and his eyes are slightly open. His hair is slicked back, adding a touch of texture to his face. He is wearing a collared shirt, and a long-sleeved jacket. The shirt is tucked into his neck, and the jacket is tucked under his collar. The sketch is done in black ink, with the mans eyebrows and mustache visible. The background of the paper is a light beige, and there is a yellow dot at the bottom left corner.

Prompt

Sketch Flat: A fine-lined black and white portrait of Nikola Tesla is depicted on a beige paper. He is sitting in a thoughtful pose, with one hand resting against his cheek. His neatly trimmed mustache and sharp features are accentuated with shading. Behind him, faint outlines of electrical sparks and waves ripple across the background, emphasizing his groundbreaking work in energy and magnetism.

Prompt

Sketch Flat: A black and white pencil sketch of Elon Musks face is drawn on a beige background. His head is slightly tilted, and his eyes have a thoughtful expression. His neatly combed hair is sketched with fine strokes, and his faint smile adds a calm demeanor to the image. He is wearing a collared shirt and a blazer.

Prompt

Sketch Flat: A pencil sketch of a rabbit sitting in a field of grass is shown on a beige canvas. The rabbit has long, pointed ears and is slightly turned to the side, as if listening intently. Its fur is softly shaded, and its tiny nose is accentuated with darker strokes. Surrounding the rabbit are faint sketches of clover leaves, adding a delicate touch to the scene.

Prompt

Sketch Flat: A black and white pencil sketch of a fox is drawn on a beige background. The foxs head is slightly tilted to the right, and its eyes are wide open with a curious expression. The fur is detailed with fine lines, emphasizing its bushy tail .

Prompt

Sketch Flat: A black and white pencil drawing of a peacock is featured on a beige background. The peacocks body is small, but its elaborate feathers spread wide, detailed with intricate patterns of circles and lines. Its head is tilted slightly, and a crest of feathers is perched on top. The tail feathers fade into soft strokes at the edges of the sketch.

Prompt

Sketch Flat, sketch of a yellow hugging face emoji with big hands, minimalist, impressionism, negative space, flat beige background

Model description for Flux-Sketch-Flat-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	28 & 3990
Epoch	20	Save Every N Epochs	1

Labeling: florence2-en(natural language & English)

Total Images Used for Training : 42

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/Flux-Sketch-Flat-LoRA"
trigger_word = "Sketch Flat"  
pipe.load_lora_weights(lora_repo)

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