# Welcome to cnvrg.io

cnvrg.io is a machine learning platform built by data scientists, for data scientists.

cnvrg.io helps teams manage, build and automate machine learning from research to production.

Have additional questions? Email us at support@cnvrg.io

cnvrg MLOPS

  • Project: Create a Project . Add your codebase, or use a Blueprint.

  • Dataset: Use Datasets to manage data with version-control for several different Projects.

  • Collaborate: Add teammates to collaborate on Projects and Datasets.

Within your project:

  • Build: With Workspaces, build your code across disparate infrastructures using any tool.

  • Experiment: Run and track Experiments in hyper speed with the freedom to use any compute environment, framework, programming language or tool - no configuration required. Use Papers to consolidate comparison across Experiments.

  • Automate: Automate your machine learning from research to production using reusable components and drag-and-drop interfaces with Flows. Add continual and active learning to your models and datasets with one click.

  • Deploy: Using Serving, deploy models to production with a click of a button. Easily update your running Serving to keep it up to date.

# Resource Management

  • With our Dashboard, get a complete overview of realtime allocation and resource utilization.

  • Customize Containers to be used in any type of job to fit your needs, by building or pulling docker images.

  • Configure Compute templates with requested requirements on any resource for flexible allocation of resources.


Admin permission is required in order to create containers and compute resources/templates. cnvrg.io offers a selection of pre-defined containers and compute templates.

Last Updated: 6/19/2024, 2:00:22 PM