import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("prithivMLmods/Canopus-Modern-Clothing-Design")
prompt = "A blue jumper, dark jeans and pink sweater hang behind a coat rack, in the style of american consumer culture, light amber and brown, scoutcore, delicate washes, eye-catching tags --ar 72:103 --v 5.1"
image = pipe(prompt).images[0]Canopus-Modern-Clothing-Design
- Prompt
- A blue jumper, dark jeans and pink sweater hang behind a coat rack, in the style of american consumer culture, light amber and brown, scoutcore, delicate washes, eye-catching tags --ar 72:103 --v 5.1
- Prompt
- A button in the pocket of a jacket in a blue plaid dress shirt, in the style of bamileke art, dark orange and light aquamarine, dark silver and yellow, queencore, opulent fabrics, royalcore, socially engaged --ar 59:98 --v 5.1 --style raw
- Prompt
- A white shirt, red leggings, shirts, a hat and a red sandal, in the style of japanese minimalism, organic material, sleepycore, light indigo and white, naoki urasawa, striped, cluttered --ar 70:99 --v 5
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/Canopus-Modern-Clothing-Design
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 | 15 & 1100 |
| Epoch | 10 | Save Every N Epochs | 1 |
Trigger prompts
A blue jumper, dark jeans and pink sweater hang behind a coat rack, in the style of american consumer culture, light amber and brown, scoutcore, delicate washes, eye-catching tags --ar 72:103 --v 5.1
A button in the pocket of a jacket in a blue plaid dress shirt, in the style of bamileke art, dark orange and light aquamarine, dark silver and yellow, queencore, opulent fabrics, royalcore, socially engaged --ar 59:98 --v 5.1 --style raw
A white shirt, red leggings, shirts, a hat and a red sandal, in the style of japanese minimalism, organic material, sleepycore, light indigo and white, naoki urasawa, striped, cluttered --ar 70:99 --v 5
| Parameter | Value |
|---|---|
| Prompt | A white shirt, red leggings, shirts, a hat and a red sandal, in the style of japanese minimalism, organic material, sleepycore, light indigo and white, naoki urasawa, striped, cluttered --ar 70:99 --v 5 |
| Sampler | euler |
Trigger words
You should use modern dress to trigger the image generation.
You should use design to trigger the image generation.
You should use clothing to trigger the image generation.
You should use clothes to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.
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Model tree for prithivMLmods/Canopus-Modern-Clothing-Design
Base model
stabilityai/stable-diffusion-xl-base-1.0