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Google Vertex Model Garden
Shares tags: deploy, cloud inference, google/vertex
AI Tool
Elevate Your AI with Vertex AI Prompt Tuning
Seamlessly enhance your models with our advanced tuning workflows.
Visit Vertex AI Prompt Tuning→
DeployCloud InferenceGoogle/Vertex
1Optimize your prompts quickly with Zero-Shot or Data-Driven workout modes.
2Integrate effortlessly with our new dedicated SDK for streamlined workflows.
3Achieve deep customization without extensive data or costly retraining.
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overview
What is Vertex AI Prompt Tuning?
Vertex AI Prompt Tuning is designed to fine-tune AI prompts for Gemini, enabling users to improve model performance with tailored prompts. It bridges the gap between simple prompt engineering and comprehensive model fine-tuning, making it accessible for various use cases.
- 1Enhance model performance for tasks such as QA, summarization, and entity extraction.
- 2Migrate existing prompt templates easily across Google models.
- 3Utilize domain-specific syntax and rules effectively.
features
Key Features
Our platform provides innovative tools that empower data scientists, ML engineers, and domain experts to achieve superior model optimization. With flexible configurations and scalability, Vertex AI Prompt Tuning supports a wide range of Google models and use cases.
- 1Rapid optimization with Zero-Shot tuning.
- 2In-depth customization with Data-Driven optimization.
- 3Comprehensive metric selection for performance evaluation.
use cases
Who Can Benefit?
Data scientists and ML engineers looking to enhance specific model tasks will find Vertex AI Prompt Tuning invaluable. Whether it's for QA, summarization, or complex custom requirements, our tool is tailored to meet these needs efficiently.
- 1Perfect for teams with high complexity tasks.
- 2Great for users migrating from other AI platforms.
- 3Ideal for optimizing prompts specific to industry standards.
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Frequently Asked Questions
+What is the pricing structure for Vertex AI Prompt Tuning?
Vertex AI Prompt Tuning operates on a paid pricing model, allowing businesses to scale their AI capabilities based on specific needs.
+How does the Zero-Shot optimization mode work?
The Zero-Shot mode enables users to quickly refine prompts without needing extensive datasets, making it ideal for fast-paced projects.
+Is there support for non-Google models?
Vertex AI Prompt Tuning is optimized for Google models, providing streamlined integration and migration capabilities for users transitioning from other platforms.