Understanding the BYOM Platform

Welcome to the BYOM (Bring Your Own Model) platform! This guide will help you navigate and utilize the powerful features of the Matrice.ai platform, designed to make model deployment and management a breeze.

Features of the BYOM Platform

1. Supported Runtimes Visualization

On the X-axis, you’ll find a list of supported runtimes, including TensorFlow, PyTorch, ONNX, OpenVINO, TensorRT, and more. The Y-axis represents the number of models supporting each runtime.

This visualization helps you ensure your models are compatible with the correct environments and identify which runtimes are most common in your workflow.

Supported Runtimes Visualization

Info: Make sure your model is compatible with the runtime environment before deploying it.

2. Private Models Area

This section lists all the models you’ve uploaded privately. It provides a convenient way to track your custom models that are not yet public. For each model, you’ll see:

  • Model Name

  • Upload Date

  • Status (e.g., Inference, Pending, Approved)

  • Action Buttons (e.g., Edit, Delete)

Tip: Regularly check the status of your private models to ensure they are progressing through the approval process.

3. Approved Models Table

At the bottom of the dashboard, you’ll find a comprehensive table listing both public and private models that have been approved for deployment. The table includes:

  • Model Family Name

  • Status (Approved/Pending)

  • Input/Output Specifications

  • Training Framework

  • Data Processing Details

  • Number of Models in Family

  • Creation Date

  • Actions (View, Export, Edit)

This table offers a detailed overview of models ready for production. You can filter and sort by different columns to quickly find the model you need.

Model Table Visualization

Warning: Double-check the input/output specifications to ensure your model will function correctly in production.

4. Add Model Button

At the top right corner of the table, you’ll see the “Add Model Family” button. Clicking this button takes you to the model upload page, where you can add new custom models to your BYOM platform.

Model Button

Common Issues: - Ensure that the model family is correctly defined before uploading. - Check for compatibility with supported runtimes.

With these features, the BYOM Platform section gives you a holistic view of your custom and public models, making it easy to manage and deploy them efficiently.

Next Steps

Explore more advanced topics in the BYOM Developer Guide.