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---
language:
- en
library_name: diffusers
---
# Imagine V5 Model Card
## Model Details
### Model Description
The [Imagine V5](https://imagine.art/), developed by Vyro AI, represents the pinnacle of photorealism in AI art generation. Specializing in photographs and portraits, V5 is known for its exceptional ability to create images that closely mimic reality.
V5 boasts an impressive ability to recognize a wide array of prompts and handle multiple subjects effortlessly. It's important to note that V5, with its vast capabilities, also demands significant computational resources and may exhibit slower processing times. This model is best suited for users with a good understanding of prompt composition, as it offers high-quality outputs for those who can navigate its complexities.
- **Developed by:** Vyro AI
- **Model type:** Generative text-to-image model
## Key Features
- Photorealistic Portraits and Landscapes: Specializes in creating highly realistic images.
- Large Dataset Training: Inherits a broad understanding of prompts from Stable Diffusion XL Model.
- Color Characteristics: Tends to produce slightly saturated imagery.
- Resource Intensive: Requires significant computational power.
## Ideal Uses
- Digital Art Creation: Ideal for artists seeking to create photorealistic portraits and landscapes.
- Graphic Design: Useful for designers who require high-fidelity images.
- Creative Experimentation: A valuable tool for exploring new artistic concepts, especially in realistic styles.
- Professional Projects: Suitable for advanced users in fields like advertising, where photorealism is key.
For more ways to use V5 and to explore its full potential, visit [ImagineV5 Use Cases](https://www.imagine.art/blogs/10-awesome-ways-to-use-imagine-s-new-v5-model)
## Limitations
- Factual Representations: Not intended for creating accurate depictions of real-world events or people.
- Sensitive Content: Must not be used for generating offensive or explicit material.
- Identity Misrepresentation and Deepfakes: Prohibited from creating deceptive images of real individuals.
- Legal and Ethical Compliance: Users must adhere to copyright, privacy, and ethical standards.
## Get Started with Using V5
Ready to dive into the world of AI-generated art with Imagine V5?
Begin your journey into photorealistic art creation today. Visit [imagine.art](https://www.imagine.art/) to access a user-friendly platform designed to help you harness the full capabilities of V5. Whether you're an experienced artist or just starting out, you'll find the tools and guidance you need to transform your artistic visions into stunning digital realities.
Explore detailed tutorials, creative tips, and a supportive community that will guide you through the exciting process of AI art generation. Start crafting your unique art pieces with Imagine V5 now at [imagine.art](https://www.imagine.art/)
# Setup and Usage
We offer two workflows:
- One for **Imagine V5**
- One for **Imagine V5 Ultra**
---
### Initial Setup
Clone this repository
```bash
git clone https://huggingface.co/vyroAI/ImagineV5
cd ImagineV5
```
Create a conda environment
```bash
conda create -n imaginev5 python==3.11 -y
```
Install PyTorch Nightly for ComfyUI
Select the version that matches your system's CUDA version.
For example, for CUDA 12.8:
```bash
pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu128
```
Install the requirements
```bash
cd Imagine
pip install -r requirements.txt
```
---
## Imagine V5 Setup
### Step 1: Navigate into the imagine-v5 folder
```bash
cd Imagine/imagine-v5
```
### Step 2: Clone ComfyUI
Clone the ComfyUI version: "0.3.27"
-[ComfyUI](https://github.com/comfyanonymous/ComfyUI)
### Step 3: Replace & Configure
- Replace the ComfyUI/comfy folder with the one provided in this repository in imagine-v5 folder.
- Copy the vyro_workflows folder into ComfyUI/custom_nodes/.
## Step 4: Models Installation:
Download the models using the links provided below and place them at appropriate locations.
```bash
cd models/checkpoints
```
- [dreamshaper_8.safetensors](https://huggingface.co/plhyser/SD15/blob/main/dreamshaper_8.safetensors)
- [juggernautXL_version2.safetensors](https://huggingface.co/RunDiffusion/Juggernaut-XL/blob/main/juggernautXL_version2.safetensors)
- [revAnimated_v11.safetensors](https://huggingface.co/ahmmu20/rev_animated/blob/main/revAnimated_v11.safetensors)
- [sd_xl_base_1.0.safetensors](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/sd_xl_base_1.0.safetensors)
```bash
cd models/loras
```
- [Juggernaut Cinematic XL LoRA](https://civitai.com/models/120663/juggernaut-cinematic-xl-lora)
- [xl_more_art-full_v1.safetensors](https://huggingface.co/ffxvs/lora-effects-xl/blob/main/xl_more_art-full_v1.safetensors)
```bash
cd models/interposers
```
- [xl-to-v1_interposer-v1.1.safetensors](https://huggingface.co/city96/SD-Latent-Interposer/blob/22521a60876fb29534403572e8688a4e269707f9/xl-to-v1_interposer-v1.1.safetensors)
```bash
cd models/vae
```
- [sdxl_vae.safetensors](https://huggingface.co/stabilityai/sdxl-vae/blob/main/sdxl_vae.safetensors)
- [vae-ft-mse-840000-ema-pruned.safetensors](https://huggingface.co/stabilityai/sd-vae-ft-mse-original/blob/main/vae-ft-mse-840000-ema-pruned.safetensors)
Additionally:
```bash
git clone https://huggingface.co/spacy/en_core_web_trf models/spacy/en_core_web_trf
```
The models directory would look like this after all installations.
```
models/
├── checkpoints/
│ ├── dreamshaper_8.safetensors
│ ├── juggernautXL_version2.safetensors
│ ├── revAnimated_v11.safetensors
│ └── sd_xl_base_1.0.safetensors
├── loras/
│ ├── JuggerCineXL2.safetensors
│ └── xl_more_art-full_v1.safetensors
├── interposers/
│ └── xl-to-v1_interposer-v1.1.safetensors
├── vae/
│ ├── sdxl_vae.safetensors
│ └── vae-ft-mse-840000-ema-pruned.safetensors
└── spacy/
└── en_core_web_trf
```
### Step 5: Run the Application
```bash
cd ComfyUI
python3.11 main.py
```
### Step 6: Load the Workflow
- Load the workflow in the ComfyUI interface.
- Use the following workflow file:
[Imaginev5-Workflow.json](https://huggingface.co/vyroAI/ImagineV5/blob/main/Imagine/Workflows/Imaginev5-Workflow.json)
### Imagine V5 Ultra
## Imagine V5 Ultra Setup
### Step 1: Navigate into the imagine-v5-ultra folder
```bash
cd Imagine/imagine-v5-ultra
```
### Step 2: Clone ComfyUI
Clone the ComfyUI version: "0.3.27"
-[ComfyUI](https://github.com/comfyanonymous/ComfyUI)
### Step 3: Replace & Configure
- Replace the ComfyUI/comfy folder with the one provided in this repository in imgaine-v5-ultra folder.
- Copy the vyro_workflows folder into ComfyUI/custom_nodes/.
## Step 4: Models Installation:
Download the models using the links provided below and place them at appropriate locations.
```bash
cd models/checkpoints
```
-[turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors](https://huggingface.co/alexgenovese/checkpoint/blob/6f1ecf3ff2b26c8f899a3f96c5dcaeb4f0cb85c9/turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors)
```bash
cd models/vae
```
-[turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors](https://huggingface.co/alexgenovese/checkpoint/blob/6f1ecf3ff2b26c8f899a3f96c5dcaeb4f0cb85c9/turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors)
-[sdxl_vae.safetensors](https://huggingface.co/stabilityai/sdxl-vae/blob/main/sdxl_vae.safetensors)
The models directory would look like this after all installations.
```
models/
├── checkpoints/
│ └── turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors
├── vae/
│ ├── turbovisionxlSuperFastXLBasedOnNew_tvxlV431Bakedvae.safetensors
│ └── sdxl_vae.safetensors
```
### Step 5: Run the Application
```bash
cd ComfyUI
python3.11 main.py
```
### Step 6: Load the Workflow
- Load the workflow in the ComfyUI interface.
- Use the following workflow file provided in Workflows folder:
[Imaginev5-ultra-Workflow.json](https://huggingface.co/vyroAI/ImagineV5/blob/main/Imagine/Workflows/Imaginev5-ultra-Workflow.json)
⚠️ If you are facing any issues, make sure to use ComfyUI version: "0.3.27"
---
## Privacy Policy
For detailed information on data handling and privacy, refer to the [Imagine V5 Privacy Policy](https://drive.google.com/file/d/1odKfNRoJmwD3sg8dl4zGXjC65zzf8Ejm/view) document.
## Conclusion
Imagine V5 stands as a significant advancement in the realm of AI art generation, especially in the domain of photorealism. It presents a unique opportunity for artists, designers, and creatives to push the boundaries of digital art. While V5 demands a certain level of proficiency and computational resources, the quality of its output makes it a worthy tool for those seeking to explore the forefront of AI-generated art.
Explore the capabilities of Imagine V5 on various platforms including web browsers, Android, and iOS devices. Join the Imagine AI Art community, participate in the Affiliate Program, or delve into technical integrations via the APIs page. Embrace the fusion of art and technology with Imagine AI Art.
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