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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.
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                                        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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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.

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