Out

Chat

disable

Imagen 4.0 Fast Generate

This model offers near real-time generation speeds of around 1.5 to 2.5 seconds per image while maintaining excellent fidelity and text rendering quality, ideal for rapid iteration workflows.

Free $1 Tokens for New Members

Text to Speech

Javascript

Python

                                        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()

Docs

One API 300+ AI Models

Save 20% on Costs & $1 Free Tokens

Get API Key Explore Models

Imagen 4.0 Fast Generate

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.

AI Playground

Test all API models in the sandbox environment before you integrate. We provide more than 300 models to integrate into your app.

Try For Free

One API
300+ AI Models

Save 20% on Costs

Free $1 Tokens for New Members