Auraflow

🚀 AuraFlow

AuraFlow v0.1 is the fully open - sourced largest flow - based text - to - image generation model, achieving state - of - the - art results on GenEval.

AuraFlow v0.1 stands as the fully open - sourced behemoth in the realm of flow - based text - to - image generation models. This model has set a new benchmark on GenEval. For more in - depth technical insights, check out our blog post.

Currently, the model is in its beta phase. We're hard at work on enhancing it, and the community's input is invaluable. Join fal's Discord to share your thoughts and keep tabs on the model's development.

We owe a huge debt of gratitude to @cloneofsimo and @isidentical for breathing life into this project. It's truly astonishing what two brilliant engineers can accomplish in such a short span. We also extend our thanks to the amazing researchers whose previous work paved the way for our endeavors.

🚀 Quick Start

Get a quick overview of how to use AuraFlow and start generating images right away.

✨ Features

• Open - Source: AuraFlow is fully open - sourced, allowing the community to contribute and innovate.
• State - of - the - Art: Achieves top - notch results on GenEval, demonstrating its high performance.
• Community - Driven: We value community feedback and are committed to continuous improvement.

📦 Installation

Before using AuraFlow, you need to install the necessary dependencies. Run the following commands in your terminal:

$ pip install transformers accelerate protobuf sentencepiece
$ pip install git+https://github.com/huggingface/diffusers.git

💻 Usage Examples

Basic Usage

Here is a simple example of using AuraFlow to generate an image:

from diffusers import AuraFlowPipeline
import torch

pipeline = AuraFlowPipeline.from_pretrained(
    "fal/AuraFlow",
    torch_dtype=torch.float16
).to("cuda")

image = pipeline(
    prompt="close - up portrait of a majestic iguana with vibrant blue - green scales, piercing amber eyes, and orange spiky crest. Intricate textures and details visible on scaly skin. Wrapped in dark hood, giving regal appearance. Dramatic lighting against black background. Hyper - realistic, high - resolution image showcasing the reptile's expressive features and coloration.",
    height=1024,
    width=1024,
    num_inference_steps=50, 
    generator=torch.Generator().manual_seed(666),
    guidance_scale=3.5,
).images[0]

📄 License

This project is licensed under the Apache 2.0 license.