



const main = async () => {
const response = await fetch('https://api.ai.cc/v1/images/generations', {
method: 'POST',
headers: {
Authorization: 'Bearer ',
'Content-Type': 'application/json',
},
body: JSON.stringify({
model: 'google/imagen-4.0-fast-generate-001',
prompt: 'A jellyfish in the ocean',
}),
}).then((res) => res.json());
console.log('Generation:', response);
};
main();
import requests
def main():
response = requests.post(
"https://api.ai.cc/v1/images/generations",
headers={
"Authorization": "Bearer ",
"Content-Type": "application/json",
},
json={
"model": "google/imagen-4.0-fast-generate-001",
"prompt": "A jellyfish in the ocean",
},
)
response.raise_for_status()
data = response.json()
print("Generation:", data)
if __name__ == "__main__":
main()
-
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Product Detail
While comprehensive, separate documentation for the Imagen 4.0 Fast Generate model (like a dedicated full description) wasn't explicitly provided, information regarding Imagen 4.0 and its variants, including a flagship and a fast version, allows us to construct a detailed model card and specification for the Imagen 4.0 Fast Generate-001. This model is engineered for efficiency and speed without compromising essential quality.
Technical Specification 🔧
This model is expertly crafted for rapid creative workflows, striking an optimal balance between quality and speed. It supports extensive text prompts, diverse aspect ratios, and resolutions up to 2K.
- ✅ Image Resolution: Up to 2048×2048 (2K)
- ✅ Aspect Ratios: 1:1, 3:4, 4:3, 9:16, 16:9
- ✅ Prompt Input: Up to 480 tokens (enabling detailed and complex prompts)
- ✅ Style Control: Realistic, abstract, illustrative, and branded aesthetics
- ✅ Text Rendering: Enhanced text handling for clear, legible typography within images
Performance Metrics 🚀
- ⭐ Generation Speed: Typically 1.5 to 2.5 seconds per image, delivering nearly twice the speed of the standard Imagen 4.0 Generate-001.
- ⭐ Fidelity: High prompt-to-image alignment with slightly moderated detail compared to the flagship model, optimized for faster rendering.
- ⭐ Text Detail: Maintains strong text clarity, ideal for marketing, packaging, and editorial design requirements.
- ⭐ Aspect Ratio Support: Flexible format options for square, vertical, and horizontal image generation, ensuring broad applicability.
API Pricing 💸
- Cost: $0.021 per image
Key Capabilities ✨
- 🗸 Speed and Efficiency: Empowers rapid iteration cycles in design and production workflows without significant compromise on image quality.
- 🗸 Photorealism: Generates detailed, rich images with precise lighting and texture fidelity, suitable for professional visual content creation.
- 🗸 Text Fidelity: Excels at rendering embedded text and typography, seamlessly supporting complex textual elements with exceptional clarity.
- 🗸 Versatility: Adapts to diverse styles, from hyper-realistic renderings to stylized illustrations, making it apt for a broad spectrum of creative applications.
Use Cases 💡
- 📈 Advertising and Marketing: Swiftly generate polished visual content with accurate text for campaigns under tight deadlines.
- 💼 Product Prototyping: Create detailed mockups and branded packaging visuals featuring embedded text elements with remarkable efficiency.
- 📚 Editorial and Publishing: Design engaging infographics, covers, and layouts that combine captivating images and legible text at high speeds.
- 🎨 Creative Exploration: Facilitate rapid artistic experimentation across various styles and formats, eliminating extensive wait times.
Code Sample 💻
Note: The above snippet illustrates integration for developers.
Comparison with Other Imagen 4 Variants 📊
vs Imagen 4.0 Generate-001: The Fast Generate-001 model strategically trades some ultra-fine detail and rendering complexity to achieve nearly double the generation speed, making it the ideal choice for time-sensitive or scale-heavy tasks.
vs Imagen 4.0 Ultra Generate-001: While the Ultra Generate variant delivers the utmost in fidelity and text alignment, the Fast Generate model prioritizes unparalleled efficiency and throughput, making it perfect for large-batch or rapid workflow requirements.
Frequently Asked Questions (FAQ) ❓
Q: What is Imagen 4.0 Fast Generate-001 designed for?
A: It's designed for rapid creative workflows where a balance of quality and speed is crucial, especially for tasks requiring quick iteration and high throughput.
Q: How does its speed compare to other Imagen models?
A: It offers nearly twice the generation speed of the standard Imagen 4.0 Generate-001, typically generating images in 1.5 to 2.5 seconds.
Q: Can it handle complex text within images?
A: Yes, it features enhanced text handling for clear, legible typography, making it excellent for marketing and editorial content.
Q: What are the primary use cases for this model?
A: Ideal for advertising, product prototyping, editorial design, and creative exploration where speed and versatility are key.
Q: What is the API pricing for Imagen 4.0 Fast Generate-001?
A: The cost is $0.021 per image.
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