Emoji Diffusion

🚀 Stable Diffusion Finetuned on Emoji Dataset

Emoji-diffusion is a Stable Diffusion model fine-tuned on the emoji dataset to generate emoji images, offering a creative way to produce unique emoji visuals.

🚀 Quick Start

Emoji-diffusion is a Stable Diffusion model fine-tuned on the russian-emoji dataset to generate emoji images. Below are some samples generated using the model.

✨ Features

• Multiformat Export: You can export the model to ONNX, MPS and/or FLAX/JAX.
• Entertainment and Art: This model can be used for entertainment purposes and as a generative art assistant.

💻 Usage Examples

Basic Usage

import torch
from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler

pipe = StableDiffusionPipeline.from_pretrained(
    "valhalla/emoji-diffusion",
    torch_dtype=torch.float16,
).to("cuda")
euler = EulerDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.scheduler = euler

prompt = "a unicorn lama emoji" 
image = pipe(prompt, num_inference_steps=30).images[0]
    
image.save("lama_emoji.png")

Advanced Usage

# To get the best result use the text "emoji" at beginning or end of the prompt.
import torch
from diffusers import StableDiffusionPipeline, EulerDiscreteScheduler

pipe = StableDiffusionPipeline.from_pretrained(
    "valhalla/emoji-diffusion",
    torch_dtype=torch.float16,
).to("cuda")
euler = EulerDiscreteScheduler.from_config(pipe.scheduler.config)
pipe.scheduler = euler

prompt = "emoji, a unicorn lama" 
image = pipe(prompt, num_inference_steps=30).images[0]
    
image.save("lama_emoji_best.png")

📄 License

This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:

1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content
2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully) Please read the full license here

📚 Documentation

This model can be used just like any other Stable Diffusion model. For more information, please have a look at the Stable Diffusion.

💡 Usage Tip

To get the best result use the text "emoji" at beginning or end of the prompt.