Melange
Model Deployment

Web Dashboard

Deploy AI models through the ZETIC Melange web dashboard.

This guide explains how to deploy your models using the Melange Web Dashboard at melange.zetic.ai.

First-time users must use the Web Dashboard to set up their initial repository before using the CLI method.


Step 1: Sign Up for Free

Access the Melange Dashboard to start accelerating your AI on-device instantly.

  • Completely Free to Start: No credit card required.
  • One-Click Login: Sign up in seconds using your Google or GitHub account.
  • Instant Access: Immediately start creating projects and generating keys.

Go to Dashboard (melange.zetic.ai)

Step 2: Create a Repository

Set up a new repository to manage your model versions:

  1. Click the + button in the top-left corner.
  2. Enter your repository name (this will be part of your model identifier: username/repository_name).
  3. Add an optional description to document the repository's purpose.
  4. Click Create to finalize.

Step 3: Upload Your Model

Generate Model Key

Deploy your model to the repository:

  1. Click the Upload button in the top-right corner.
  2. Provide the model path (local file or URL).
  3. Specify the input path(s) for your model.
  4. Click Upload to begin the conversion process.

Monitor Deployment Status

Your model will go through several stages:

StateDescriptionCan Be Used?
ConvertingModel is being converted to on-device formatNo
OptimizingAvailable for testing (not fully tuned)Yes (sub-optimal)
ReadyFully optimized and production-readyYes

Ensure your inputs are in the correct order. Learn more about input ordering in Supported Formats.

Step 4: Use Your Model

Once your model reaches Ready status, integrate it into your application:

val model = ZeticMLangeModel(
    context,
    "PERSONAL_KEY",
    "username/repository_name"
)
let model = try ZeticMLangeModel(
    personalKey: "personalKey",
    name: "username/repository_name"
)

Next Steps