Canopus Textile Pattern Adp LoRA

🚀 Canopus-Textile-Patterns

This project focuses on generating textile patterns using Stable Diffusion XL. It provides a LoRA model for various textile pattern generations, such as Kalamkari, Ikat, and Floral patterns.

🚀 Quick Start

📦 Installation

    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-Textile-Pattern-adp-LoRA", weight_name="Canopus-Textile-Pattern-adp-LoRA.safetensors", adapter_name="tpl")
    pipe.set_adapters("tpl")
    pipe.to("cuda")

💻 Usage Examples

Basic Usage

You can use the following trigger prompts to generate images:

• Kalamkari textile pattern, 4K
• Ikat textile pattern, 4K
• Floral textile pattern, 4K

Here is an example of parameter settings:

You should use textile pattern to trigger the image generation.

📚 Documentation

Image Processing Parameters

Total Steps: 1080

Download model

Weights for this model are available in Safetensors format. Download them in the Files & versions tab.

📄 License

This project is licensed under the apache-2.0 license.