Vertex AI Studio

Customize and deploy generative models

Vertex AI provides APIs for leading foundation models, and tools to rapidly prototype, easily tune models with your own data, and seamlessly deploy to applications. 

New customers get $300 in free credits to spend on Vertex AI. 

Features

Gemini, Google’s most capable multimodal models

Vertex AI offers access to Gemini multimodal models from Google, capable of understanding virtually any input, combining different types of information, and generating almost any output. Prompt and test in Vertex AI with Gemini, using text, video, code, audio, or images. Using Gemini’s advanced reasoning and state-of-the-art generation capabilities, developers can try sample prompts for extracting text from images, converting image text to JSON, and even generate answers about uploaded images to build next-gen AI applications.

Access to Foundation Models and APIs

Choose the right model for your use case with 40+ proprietary models and 80+ OSS and 3rd party models on Vertex AI's Model Garden. With access to Google's foundation models as APIs, you can easily deploy these models to applications.

In addition to Gemini, you also have access to Gemma, a family of lightweight, state-of-the-art open models built from the same research and technology used to create the Gemini models. Select from Google Research like PaLM 2, Imagen, Codey, and Gemma, and other models like Llama 2 and Claude 2.

Experiment and test models with prompt design

Adapt models to your use case with prompt design. Iterate on the prompt through a familiar chat interface and choose from multiple ways to adjust responses. For example, you can change the response "temperature" to elicit a more creative response. 

Easily tune the model with your own data

Improve the quality of model responses for your use case by tuning foundation models with your own data with Vertex AI Studio (formally known as Generative AI Studio).

Access state-of-the-art tuning options like adapter tuning and Reinforcement Learning from Human Feedback (RLHF) or style and subject tuning for image generation. 


Connect models to real-world data and real-time actions

Vertex AI Extensions provides a set of fully-managed tools for building and managing extensions that connect models to proprietary data sources or 3rd party services. Now developers can create generative AI applications that deliver real-time information, incorporate company data, and take action on the user's behalf. 

Integration with end-to-end ML tools

Vertex AI's managed endpoints make it easy to build generative capabilities into an application, with only a few lines of code and no ML background required. Developers can forget about the complexities of provisioning storage and compute resources, or of optimizing the model for inference. 

Once deployed, foundation models can be scaled, managed, and governed in production using Vertex AI’s end-to-end MLOps capabilities and fully managed AI infrastructure. 


Enterprise-grade data governance and security

With Vertex AI, your data is completely protected, secure, and private when using it to customize a model, and you have full control over where and how or if their data is used. None of the customer’s data, model weights, or input prompts are used to tune the original foundation models. When enterprises tune a model with their own data, the original model remains unchanged, and the new model never leaves your company’s environment. 

How It Works

Vertex AI Studio is a Google Cloud console tool for rapidly prototyping and testing generative AI models. You can test sample prompts, design your own prompts, and customize foundation models to handle tasks that meet your application's needs.

Learn to tune foundation models
Learn how to tune foundation models

Common Uses

Build with Gemini

Get started with Google's multimodal models

Prompt and test in Vertex AI with Gemini, using natural language, code, or an image. Try sample prompts for extracting text from images, image mock up to HTML, and even generate answers about uploaded images.

Try Gemini in Vertex AI

Get started with Google's multimodal models

Prompt and test in Vertex AI with Gemini, using natural language, code, or an image. Try sample prompts for extracting text from images, image mock up to HTML, and even generate answers about uploaded images.

Try Gemini in Vertex AI

Imagen: Generate and customize images

Studio-grade images at scale for any business need

With Imagen, it’s easy to create and edit high-quality images at scale with low latency and enterprise-grade data governance. Organizations can also customize and adapt Imagen to their business with object tuning and style tuning Leveraging the power of mask-free edit, image upscaling, and image captioning across over 300 languages, customers can quickly generate production ready images.
Watch a video to learn more about Imagen
Imagen thumbnail

Studio-grade images at scale for any business need

With Imagen, it’s easy to create and edit high-quality images at scale with low latency and enterprise-grade data governance. Organizations can also customize and adapt Imagen to their business with object tuning and style tuning Leveraging the power of mask-free edit, image upscaling, and image captioning across over 300 languages, customers can quickly generate production ready images.
Watch a video to learn more about Imagen
Imagen thumbnail

Chirp: Universal speech model

Speech tasks ranging from voice control to voice assistance

Chirp brings the power of large models to speech tasks. Trained on millions of hours of audio, Chirp supports over 100 languages and brings the model quality of the world’s most widely spoken languages to scores of additional languages and dialects. Chirp achieves 98% accuracy on English and relative improvement of up to 300% in languages with less than 10 million speakers.
View documentation
Chirp gif

    Speech tasks ranging from voice control to voice assistance

    Chirp brings the power of large models to speech tasks. Trained on millions of hours of audio, Chirp supports over 100 languages and brings the model quality of the world’s most widely spoken languages to scores of additional languages and dialects. Chirp achieves 98% accuracy on English and relative improvement of up to 300% in languages with less than 10 million speakers.
    View documentation
    Chirp gif

      Codey: Code completion and generation

      Drive developer productivity with code assistance

      Codey provides real-time code completion and generation customizable to your own codebase. This code generation model supports 20+ coding languages, including Go, Google Standard SQL, Java, Javascript, Python, and TypeScript. It enables a wide variety of coding tasks including code chat which lets developers converse with a bot to get help with debugging, documentation, and learning new concepts.
      View documentation
      Codey gif

        Drive developer productivity with code assistance

        Codey provides real-time code completion and generation customizable to your own codebase. This code generation model supports 20+ coding languages, including Go, Google Standard SQL, Java, Javascript, Python, and TypeScript. It enables a wide variety of coding tasks including code chat which lets developers converse with a bot to get help with debugging, documentation, and learning new concepts.
        View documentation
        Codey gif

          Pricing

          Vertex AI Pricing for generative AI varies by foundation models and APIs.
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          Vertex AI

          Learn more about generative AI on Vertex AI pricing

          Vertex AI

          Pricing for generative AI varies by foundation models and APIs.

          Vertex AI

          Pricing

          Learn more about generative AI on Vertex AI pricing

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          New customers get $300 in free credits to spend on Vertex AI

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