ZETIC.MLange

Web Dashboard

Deploy your models using the ZETIC.MLange Web Dashboard

This guide explains how to deploy your models using the ZETIC.MLange Web Dashboard at mlange.zetic.ai.

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


Sign Up / Log In

Sign in to ZETIC.MLange using your preferred authentication method:

  • Click the login button on the homepage
  • Complete the authentication process

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

Choose descriptive repository names like mobileclip-image or llama-chat-v2 for better organization.

Upload Your Model

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:

  • Converting → Model is being converted to on-device format
  • Optimizing → Available for testing (not production-ready)
  • Ready → Fully optimized and production-ready ✓

Input sequence matters

Ensure your inputs are in the correct order. Learn more about input ordering in Prepare Model and Input(s).

Use Your Model

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

// Android example
val model = ZeticMLangeModel(
    context,
    BuildConfig.PERSONAL_KEY,
    "username/repository_name"
)
// iOS example
let model = ZeticMLangeModel(
    tokenKey: personalKey,
    name: "username/repository_name"
)