Seaart Furry XL 1.0 Fp16 Diffusers

🚀 SeaArt Furry XL 1.0

SeaArt-Furry-XL-1.0, built on the SDXL framework, is a powerful tool for generating high - quality furry art images. It analyzes millions of furry pictures, offering a detailed and accurate generation experience for enthusiasts and artists.

This is the single file furry-xl-4.0.safetensors converted to diffusers format. A wolf asked for it. If you're not a wolf you might still want this because the original version is fp32 while this one is fp16. SeaArt's diffusers distribution is also missing the unet/config.json.

🚀 Quick Start

First, understand the model details and then follow the installation steps to start generating images.

✨ Features

• High - Quality Furry Art: Analyzes millions of furry pictures to set new standards in furry imagery creation.
• Species and Style Calibration: Incorporates knowledge of various furry characters and species, refining artist styles and quality hints.
• Personalized Creation: Offers a highly personalized creation experience based on specific text prompts.

📦 Installation

First install the required libraries:

pip install diffusers transformers accelerate safetensors --upgrade

Then run image generation with the following example code:

import torch
from diffusers import DiffusionPipeline

pipe = DiffusionPipeline.from_pretrained(
    "Gaeros/SeaArt-Furry-XL-1.0-fp16-diffusers",
    torch_dtype=torch.float16,
)
pipe.to('cuda')

prompt = "canid, canine, fox, mammal, red_fox, true_fox, foxgirl83, photonoko, day, digitigrade, fluffy, fluffy_tail, fur, orange_body, orange_fur, orange_tail, solo, sunlight, tail, mid, 2018, digital_media_(artwork), hi_res, masterpiece"
negative_prompt = "nsfw, lowres, (bad), text, error, fewer, extra, missing, worst quality, jpeg artifacts, low quality, watermark, unfinished, displeasing, oldest, early, chromatic aberration, signature, extra digits, artistic error, username, scan, [abstract]"

image = pipe(
    prompt, 
    negative_prompt=negative_prompt,
    width=832,
    height=1216, 
    guidance_scale=7,
    num_inference_steps=28
).images[0]

image.save("./output/seaart_test.png")

📚 Documentation

Model Details

Usage Guidelines

Prompt Structure

The model was trained with a specific calibration order: species, artist, image detail, quality hint, image nsfw level. It is recommended to construct prompts following this order for optimal results. For example:

Prompt input: "canid, canine, fox, mammal, red_fox, true_fox, foxgirl83, photonoko, day, digitigrade, fluffy, fluffy_tail, fur, orange_body, orange_fur, orange_tail, solo, sunlight, tail, mid, 2018, digital_media_(artwork), hi_res, masterpiece"

Species and Character Calibration

We have provided a series of nouns for main species calibration such as mammals, birds, and have repeatedly trained on specific furry characters. This helps in generating more accurate character images.

Quality Hints

The model supports various levels of quality hints, from "masterpiece" to "worst quality". Be aware that "masterpiece" and "best quality" may lean towards nsfw content.

Artwork Timing

To get images in the style of specific periods, you can use time calibrations like "newest", "late", "mid", "early", "oldest". For instance, "newest" can be used for generating images with the most current styles.

Recommended Image Sizes

For best - quality images, it is recommended to generate using one of the following sizes:

User Studies

Study Methodology

Through online surveys and one - on - one interviews, we collected feedback on the furry art pieces generated by SeaArt-Furry-XL-1.0. Participants were asked to create images using the model based on specific prompts and to evaluate the images in terms of quality, style alignment, and inspiration for creation.

Key Findings

• Highly Personalized Creation: Users generally found that SeaArt-Furry-XL-1.0 offers a highly personalized creation experience, capable of generating images that meet individual preferences based on very specific prompts.
• Enhancement of Artistic Quality: Most users noted that using high - quality prompts like "masterpiece" significantly enhanced the artistic quality of their works.
• Source of Inspiration: Many artists and creators reported that the model not only expedited the creation process but also provided new sources of inspiration for their work.

Showcase of User Creations

In the study, we collected several outstanding works created by participants to showcase the diverse applications and creative potential of SeaArt-Furry-XL-1.0.

Conclusion

SeaArt-Furry-XL-1.0 has proven to be a powerful tool, offering endless possibilities for the furry art creation community. We will continue to collect user feedback and optimize the model to better serve artists and creators.

📄 License

SeaArt-Furry-XL-1.0 falls under Fair AI Public License 1.0 - SD license, which is compatible with Stable Diffusion models’ license. Key points:

1. Modification Sharing: If you modify SeaArt-Furry-XL-1.0, you must share both your changes and the original license.
2. Source Code Accessibility: If your modified version is network - accessible, provide a way (like a download link) for others to get the source code. This applies to derived models too.
3. Distribution Terms: Any distribution must be under this license or another with similar rules.
4. Compliance: Non - compliance must be fixed within 30 days to avoid license termination, emphasizing transparency and adherence to open - source values.

The choice of this license aims to keep SeaArt-Furry-XL-1.0 open and modifiable, aligning with open source community spirit. It protects contributors and users, encouraging a collaborative, ethical open - source community. This ensures the model not only benefits from communal input but also respects open - source development freedoms.

💡 Usage Tip

We welcome and value your feedback, looking forward to your suggestions to help us continuously optimize and improve. Moving forward, we will keep introducing a variety of models, so stay tuned for our latest developments.