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Qwen-Image-Sketch-Smudge

Prompt
Sketch Smudge, A medium-sized sketch of a womans face is depicted on a stark white background. The womans head is facing the left side of the frame, her hair cascading over her shoulders. Her eyes are squinted and her lips are pursed. She is wearing a short-sleeved brown shirt with a collar around her neck. Her hair is a dark brown color, and her bangs are a darker shade of brown. Her eyebrows are a lighter shade of black, and she has a slight smile on her face. There are three blue circles surrounding her head, adding a pop of color to the scene.
Prompt
Sketch Smudge, A black and white portrait of a mans head and shoulders. The mans hair is short and wavy. His eyes are open and he is looking to the right. His hair is a light brown color. He is wearing a black turtleneck with a white collar around his neck. The backdrop is a dark gray color and there is a shadow on the wall behind him.
Prompt
Sketch Smudge, a pencil sketch of a womans face is displayed against a light pink background. The womans head is tilted slightly to the left, her eyes are wide open, and her lips are slightly parted. Her hair is pulled back, cascading over her shoulders, framing her face. She is wearing a sleeveless blouse adorned with a pattern of black and white flowers, adding a pop of color to her outfit. Her earrings are adorned with silver earrings. Behind her, a backdrop of brown leaves can be seen, adding depth to the scene.

Model description for Qwen-Image-Sketch-Smudge

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 22 & 2850
Epoch 20 Save Every N Epochs 1
Labeling: florence2-en(natural language & English)

Total Images Used for Training : 30 [HQ Images]

Data Sources

Source Link
Playground playground.com
ArtStation artstation.com
4K Wallpapers 4kwallpapers.com

Best Dimensions & Inference

Dimensions Aspect Ratio Recommendation
1472 x 1140 4:3 (approx.) Best
1024 x 1024 1:1 Default

Inference Range

  • Recommended Inference Steps: 35-50

Setting Up

import torch
from diffusers import DiffusionPipeline

base_model = "Qwen/Qwen-Image"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "prithivMLmods/Qwen-Image-Sketch-Smudge"
trigger_word = "Sketch Smudge"  
pipe.load_lora_weights(lora_repo)

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

Trigger words

You should use Sketch Smudge to trigger the image generation.

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