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Model Benchmarking
Giskard Hub

Giskard Hub

Test your AI models with Giskard

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What is Giskard Hub ?

Giskard Hub is an advanced platform designed for testing and benchmarking AI models. It provides a comprehensive environment for machine learning engineers and researchers to evaluate and compare the performance of their AI models across various datasets and metrics. With Giskard Hub, users can ensure their models meet the highest standards of quality and reliability.

Features

• Multiple Dataset Support: Test your models on a wide range of datasets to assess performance in diverse scenarios.
• Baseline Model Comparison: Compare your model's performance against industry-standard benchmarks.
• Customizable Metrics: Define and use specific evaluation metrics tailored to your needs.
• Comprehensive Analytics: Gain detailed insights into your model's strengths and weaknesses.
• Integration Capabilities: Easily integrate with popular machine learning frameworks and tools.

How to use Giskard Hub ?

  1. Sign Up: Create an account on the Giskard Hub platform.
  2. Upload Your Model: Submit your AI model for evaluation.
  3. Select Dataset: Choose from a variety of datasets or upload your own.
  4. Configure Evaluation Metrics: Define the metrics you want to use for benchmarking.
  5. Run Benchmark: Execute the benchmarking process to evaluate your model.
  6. Analyze Results: Review the detailed performance reports and insights.

Frequently Asked Questions

What types of models can I test on Giskard Hub?
Giskard Hub supports a wide range of AI models, including classification, regression, and generative models. It is compatible with most machine learning frameworks.

Can I use my own datasets for benchmarking?
Yes, Giskard Hub allows you to upload and use your own datasets for model evaluation.

How do I share my benchmarking results?
You can generate shareable reports or export results in various formats (e.g., CSV, JSON) for easy collaboration with your team.

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