File size: 1,862 Bytes
abbf2d7 437c445 abbf2d7 a57eea0 abbf2d7 a4f8c97 091119e abbf2d7 a57eea0 abbf2d7 091119e abbf2d7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 |
---
license: apache-2.0
tags:
- text-to-image
---
# AuraFlow
AuraFlow v0.1 is the fully open-sourced largest flow-based text-to-image generation model.
This model achieves state-of-the-art results on GenEval. Read our [blog post](https://blog.fal.ai/auraflow/) for more technical details.
The model is currently in beta. We are working on improving it and the community's feedback is important.
Join [fal's Discord](https://discord.gg/fal-ai) to give us feedback and stay in touch with the model development.
Credits: A huge thank you to [@cloneofsimo](https://twitter.com/cloneofsimo) and [@isidentical](https://twitter.com/isidentical) for bringing this project to life. It's incredible what two cracked engineers can achieve in
such a short period of time. We also extend our gratitude to the incredible researchers whose prior work laid the foundation for our efforts.
## Usage
```bash
$ pip install transformers accelerate protobuf sentencepiece
$ pip install git+https://github.com/huggingface/diffusers.git
```
```python
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]
``` |