Instructions to use prithivMLmods/Canopus-Clothing-Flux-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use prithivMLmods/Canopus-Clothing-Flux-LoRA with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("black-forest-labs/FLUX.1-dev", dtype=torch.bfloat16, device_map="cuda") pipe.load_lora_weights("prithivMLmods/Canopus-Clothing-Flux-LoRA") prompt = "Blue corduroy overalls psd mockup, in the style of gothic dark and moody tones, natural materials, tinycore, use of fabric, dark white and black, unpolished authenticity, multi-layered --ar 68:101 --v 5" image = pipe(prompt).images[0] - Inference
- Notebooks
- Google Colab
- Kaggle
- Local Apps
- Draw Things
- DiffusionBee
Canopus-Clothing-Flux-Dev-LoRA

- Prompt
- Blue corduroy overalls psd mockup, in the style of gothic dark and moody tones, natural materials, tinycore, use of fabric, dark white and black, unpolished authenticity, multi-layered --ar 68:101 --v 5

- Prompt
- Striped shirts, red shoes, and jeans, in the style of eco-friendly craftsmanship, white and crimson, japanese, solapunk, letterboxing, living materials, classical style --ar 70:99 --v 5

- Prompt
- Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text red theory, the design is minimal, with a raised collar, fabric is a light red, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting

- 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
- Colorful striped retro shirt hanging on hanger, background white wall, side light, high quality photo --ar 2:3 --v 5

- Prompt
- A stack of blue jeans on top of a wooden chair, in the style of minimalist photography, firecore, light and airy, cluttered, emerson silva, environmental awareness, minimalist staging --ar 2:3 --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-Clothing-Flux-Dev-Florence2-LoRA
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW8bit | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 30 & 3K+ |
| Epoch | 15 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
& More ...............
Trigger prompts
Blue corduroy overalls psd mockup, in the style of gothic dark and moody tones, natural materials, tinycore, use of fabric, dark white and black, unpolished authenticity, multi-layered --ar 68:101 --v 5
Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text red theory, the design is minimal, with a raised collar, fabric is a light red, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting
Striped shirts, red shoes, and jeans, in the style of eco-friendly craftsmanship, white and crimson, japanese, solapunk, letterboxing, living materials, classical style --ar 70:99 --v 5
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
| Parameter | Value |
|---|---|
| Prompt | A stack of blue jeans on top of a wooden chair, in the style of minimalist photography, firecore, light and airy, cluttered, emerson silva, environmental awareness, minimalist staging --ar 2:3 --v 5 |
| Sampler | euler |
Trigger words
You should use Hoodie to trigger the image generation.
You should use Clothes to trigger the image generation.
You should use Clothing to trigger the image generation.
You should use Shirt to trigger the image generation.
You should use Pant 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-Clothing-Flux-LoRA
Base model
black-forest-labs/FLUX.1-dev