Berenices Mini Emoji LoRA

🚀 Berenices-Mini-Emoji

This project is a LoRA model for generating emoji images, which can be used in conjunction with the base model to achieve high - quality image generation.

🚀 Quick Start

Prerequisites

To use this model, you need to set up the environment and load the model correctly. Here is the sample code for setting up the environment:

    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/Berenices-Mini-Emoji-LoRA", weight_name="emojies.safetensors", adapter_name="emoji")
    pipe.set_adapters("emoji")
    pipe.to("cuda")

Trigger Prompts

You can use the following trigger prompts to generate different emoji images:

• Smile emoji, 4k
• Cry emoji, 4k
• Love emoji, 4k

Trigger Words

You should use emoji to trigger the image generation.

✨ Features

• Text - to - Image Generation: Generate high - quality emoji images based on text prompts.
• LoRA Integration: Can be used in conjunction with the base model stabilityai/stable-diffusion-xl-base-1.0 to improve generation efficiency and quality.

📦 Installation

No specific installation steps are provided in the original document.

💻 Usage Examples

Basic Usage

Use the trigger prompts mentioned above to generate images. For example, if you want to generate a 4K smile emoji image, you can use the prompt "Smile emoji, 4k".

Advanced Usage

You can adjust the image processing parameters according to your needs to get better results. The following are the image processing parameters used in this project:

📚 Documentation

Image Generation Parameters

📄 License

This model is licensed under creativeml-openrail-m.

Download model

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