Test Google Vertex AI Models
Test Google Vertex AI models with promptfoo. Optimize LLM performance and evaluate model outputs for your applications.
Why it matters
Automate the testing and evaluation of Google Vertex AI models. Ensure your AI models perform as expected by running them through a series of predefined tests and analyses.
Outcomes
What it gets done
Configure promptfoo for Google Vertex AI integration.
Define and execute test cases for Vertex AI models.
Analyze model outputs for accuracy and performance.
Generate reports on model quality and identify areas for improvement.
Install
Add it to your toolbox
Run in your project directory:
curl -fsSL https://spark.entire.vc/get/pfoo-google-vertex | bash Capabilities
What this chain does
Creates unit, integration, or end-to-end test cases.
Labels or categorizes text, files, or data points.
Condenses long documents or threads into key takeaways.
Overview
Google Vertex
What it does
This asset provides example configurations for testing Google Vertex AI models using the promptfoo framework. It allows users to set up systematic evaluations of their Vertex AI model performance and prompt effectiveness.
How it connects
Use this when you need to benchmark, compare, and validate the outputs of models hosted on Google Vertex AI. It's suitable for optimizing prompts and selecting the best models for specific tasks within the Vertex AI ecosystem.
Source README
Example configurations for testing Google Vertex AI models with promptfoo.
Discussion
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