
# Imagine V4.1 Model Card

<!-- Provide a quick summary of what the model is/does. -->
![row01](v4.1.jpg)


Imagine V4.1 is a state-of-the-art AI art model that turns complex text prompts into stunning visual art. Known for balancing photorealism with creative flair, it caters to a variety of artistic styles, from landscapes to abstract pieces. User-friendly and versatile, Imagine V4 is ideal for both professional artists and beginners. Discover the magic of artistic AI at [Imagine Art](https://www.imagine.art/).
## Model Details

### Model Description

<!-- Provide a longer summary of what this model is. -->

Imagine V4.1, developed by Vyro AI, is an advanced version within the Imagine AI Art Generator suite, designed for creating highly detailed and imaginative artworks. This model stands out for its ability to handle complex artistic prompts with finesse, producing results that seamlessly blend realism with creativity.  

The model's strength lies in its versatility, adeptly navigating through various art styles, including but not limited to landscapes, portraits, and abstract pieces. This makes Imagine V4.1 a versatile tool for a broad spectrum of artistic endeavors. Furthermore, its user-friendly interface facilitates both detailed and abstract instructions, making it accessible to a wide range of users, from professional artists to those exploring AI-driven art for the first time.

For more details, visit the [Imagine V4 Detailed Blog](https://www.imagine.art/blogs/mastering-complexity-the-creative-power-of-imagine-v4-art-model).



Developed by: Vyro AI
Model Type: Generative AI Art Model
Advanced Version: Upgraded from the base version of Imagine AI Art Generator

- **Developed by:** Vyro AI
- **Model type:** Generative text-to-image model


## Uses

### Direct Use

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- Digital Art Creation: Artists can utilize Imagine V4.1 to generate unique and intricate digital artworks. Whether for professional portfolios, digital exhibitions, or personal projects, it offers a new realm of artistic expression.

- Graphic Design: Graphic designers can leverage Imagine V4 to conceptualize and visualize designs, speeding up the creative process while exploring new styles and ideas.

- Film and Animation: For storyboarding and concept art in film and animation, Imagine V4.1 can rapidly produce visual ideas, assisting in the pre-production phases.

- Creative Experimentation: It's an excellent tool for artists and creatives looking to experiment with new styles, concepts, and visual narratives.

- Personalized Artwork: Users can create personalized art pieces for home decor, gifts, or online content, tailored to their specific aesthetic preferences.

- Cultural and Artistic Research: Scholars and researchers in art and cultural studies can use Imagine V4.1 to explore the impact of AI on art, studying trends, patterns, and the evolution of styles.

- In each of these uses, Imagine V4.1 offers not just a technological solution but also a new lens through which creativity and art can be explored and expanded.

### Diffusers

```
pip install -r requirements.txt --no-cache
```

- **Text-to-image**:

1. Run the model:
```py
from stable_diffusion_custom_v4_1 import CustomStableDiffusionPipeline4_1
import torch

pipe = CustomStableDiffusionPipeline4_1.from_pretrained("vyroAI/ImagineV4.1")
DEVICE = "cuda" if torch.cuda.is_available() else "cpu"

# To save GPU memory, torch.float16 can be used, but it may compromise image quality.
pipe.to(torch_device=DEVICE, torch_dtype=torch.float32)

prompt = "Self-portrait oil painting, a beautiful cyborg with golden hair, 8k"

# Can be set to 1~50 steps. 
num_inference_steps = 20 

res = pipe.inferPipe(prompt=prompt, num_inference_steps=num_inference_steps).images
```

### Out-of-Scope Use

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While Imagine V4.1 offers a wide range of creative possibilities, it's important to acknowledge certain uses that are beyond the scope of its intended application. These limitations are in place to ensure ethical use and adherence to legal standards.

- Factual Representations: Imagine V4.1 is not designed for creating images that need to be accurate or factual representations of real-world events, people, or historical moments. Its primary purpose is artistic creation, not documentary or journalistic accuracy.

- Sensitive Content: The generation of offensive, harmful, or explicit content is strictly outside the scope of Imagine V4.1. Users should refrain from creating images that could be considered insensitive or inappropriate in nature.

- Identity Misrepresentation: Using Imagine V4.1 to create images that impersonate or misrepresent real individuals, especially for deceptive, fraudulent, or harmful purposes, is not an acceptable use of the technology.

- Legal and Ethical Boundaries: Any use of Imagine V4.1 that violates laws, regulations, or ethical guidelines is strictly prohibited. This includes, but is not limited to, copyright infringement, defamation, and violation of privacy rights.

- Deepfakes and Misinformation: The model should not be used for the creation of deepfakes or any content aimed at spreading misinformation or manipulating public opinion.

- By respecting these boundaries, users of Imagine V4.1 can enjoy the creative capabilities of the AI model while upholding ethical standards and social responsibility.

## Privacy Policy

To learn more about the privacy policy and data security measures of Imagine V4.1, please refer to the detailed document available at [Imagine V4.1 Privacy Policy](https://drive.google.com/file/d/1odKfNRoJmwD3sg8dl4zGXjC65zzf8Ejm/view). This link will provide you with comprehensive information regarding how Imagine V4.1 handles user data, privacy concerns, and other related matters.

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