---
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
widget:
- text: 'Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text Blue theory, the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt'
  output:
    url: images/55.png
- text: 'Front view, capture a urban style, Batman Hoodie, technical materials, fabric small point label on text Black 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, with batman logo in the chest region of the t-shirt'
  output:
    url: images/44.png
- text: 'Front view, capture a urban style, Gta Hoodie, technical materials, fabric small point label on text Green theory, the design is minimal, with a raised collar, fabric is a Rose, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt'
  output:
    url: images/66.png
- text: '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'
  output:
    url: images/33.png
- text: 'Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text yellow theory, the design is minimal, with a raised collar, fabric is a light yellow, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting'
  output:
    url: images/22.png
- text: 'Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text Graytheory, the design is minimal, with a raised collar, fabric is a dark grey, low angle to capture the Hoodies form and detailing, f/5.6 to focus on the hoodies craftsmanship, solid grey background, studio light setting'
  output:
    url: images/11.png
base_model: stabilityai/stable-diffusion-xl-base-1.0
instance_prompt: null
license: creativeml-openrail-m
---
# Canopus-Clothing-Adp-LoRA

<Gallery />

**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.**
**Better for clothing based contextual prompting**
## Model description 

**prithivMLmods/Canopus-Clothing-Adp-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           | 20 & 1000 |
| Epoch                     | 10     | Save Every N Epochs       | 1      |

## SETTING-UP

```py
    pipe = StableDiffusionXLPipeline.from_pretrained(
        "-------------xxxxxxxxx----------",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
                    (or)
-----------------------------------------------------------
    pipe = StableDiffusionXLPipeline.from_pretrained(
        "stabilityai/stable-diffusion-xl-base-1.0",
        torch_dtype=torch.float16,
        use_safetensors=True,
    )
    pipe.scheduler = EulerAncestralDiscreteScheduler.from_config(pipe.scheduler.config)
    
    pipe.load_lora_weights("prithivMLmods/Canopus-Clothing-Adp-LoRA", weight_name="Canopus-Dress-Clothing-LoRA.safetensors", adapter_name="clth")
    pipe.set_adapters("clth")
    pipe.to("cuda")
```
## Trigger prompts

      Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'Graytheory', the design is minimal, with a raised collar, fabric is a dark grey, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
      
      Front view, capture a urban style, Hoodie, technical materials, fabric small point label on text 'yellow theory', the design is minimal, with a raised collar, fabric is a light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
      
      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 Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting
      
      Front view, capture a urban style, Batman Hoodie, technical materials, fabric small point label on text 'Black theory', the design is minimal, with a raised collar, fabric is a Light red, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
      
      Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt
      
      Front view, capture a urban style, Gta Hoodie, technical materials, fabric small point label on text 'Green theory', the design is minimal, with a raised collar, fabric is a Rose, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt

| Parameter       | Value                                                                                 |
|-----------------|---------------------------------------------------------------------------------------|
| Prompt          | Front view, capture a urban style, Superman Hoodie, technical materials, fabric small point label on text 'Blue theory', the design is minimal, with a raised collar, fabric is a Light yellow, low angle to capture the Hoodie's form and detailing, f/5.6 to focus on the hoodie's craftsmanship, solid grey background, studio light setting, with batman logo in the chest region of the t-shirt |
| Sampler         | euler                                                                                 |


## Trigger words

You should use **`Dress, Cloth, Cloth style, Material Style`** to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/prithivMLmods/Canopus-Dress-Clothing-LoRA/tree/main) them in the Files & versions tab.