Agility and accessibility for ML deployment

OctoML customers and partners

Achieve hardware independence

The OctoML SaaS Platform accelerates and benchmarks your models for your chosen hardware targets.

The OctoML Platform's acceleration and benchmarking capabilities optimize your models for your chosen targets. Increase your model’s performance automatically and access comprehensive benchmarking to compare model performance across CPUs and GPUs.

AI/ML Development in Your Hands

Trained ML models become agile, portable, reliable software functions that easily integrate with your workflows.

Accelerate My Model

Free tool for developers and ops

The free OctoML Command Line Interface (CLI) allows you to put a trained model into production anywhere. The CLI cleans up the trained model artifact –model math expressed in Python code– and streamlines it into a portable, intelligent function to be used your way.

The OctoML platform packages the model as a flexible deployment artifact that is performant and portable  to run anywhere from the cloud to edge devices.

DEPLOY ML ON ANY HARDWARE

Demo for Developers

Demo for Operations

END-TO-END AI-POWERED SAMPLE APP

OctoML is providing Transparent AI, an end-to-end AI/ML powered application devs and ops can utilize to learn how to enhance applications with AI in the cloud. In addition, Transparent AI can take a trained model and allow you to scale it into a production deployment. Transparent AI tutorials demonstrate the core developer loop:

  • Adding a model to the application
  • Exposing the model over an API
  • Wrapping that API with pre & post processing code
  • Deploying the model in the app for development
  • Deploying the model with the app for production
    in the cloud
  • Monitoring the model as it runs in production
  • Accelerating the model for best performance


Built on Open Source technologies, and enabled by OctoML, Transparent AI empowers developers to add intelligence to their applications. Get started with Transparent AI.

Learn how with Transparent AI

Shrink OPEX

Reduce complex human-intensive manual tasks and cloud costs.

Accelerate Time-to-Market

Deploy to production in hours - not 12 weeks.

Scale Innovation

Empowering app developers and Infrastructure teams to deploy ML into their existing workflows & environments.

Hardware Independence

Performance-portable to meet technical SLAs, business and customer needs.

Your choice of models

Your environment

Your application

Your cloud or hardware targets

ACCELERATION

Get your OctoML SaaS Platform token to accelerate your models with the CLI

© 2022 OctoML. All rights reserved.

Download OctoML's CLI:

Free tool for developers and ops

The free OctoML Command Line Interface (CLI) allows you to put a trained model into production anywhere. The CLI cleans up the trained model artifact –model math expressed in Python code– and streamlines it into a portable, intelligent function to be used your way.

The OctoML platform packages the model as a flexible deployment artifact that is performant and portable  to run anywhere from the cloud to edge devices.

DEPLOY ML ON ANY HARDWARE

Your choice of models

Your environment

Your application

Your cloud or hardware targets

Download OctoML's CLI:

Demo for Developers

Demo for Operations

END-TO-END AI-POWERED SAMPLE APP

OctoML is providing Transparent AI, an end-to-end AI/ML powered application devs and ops can utilize to learn how to enhance applications with AI in the cloud. In addition, Transparent AI can take a trained model and allow you to scale it into a production deployment. Transparent AI tutorials demonstrate the core developer loop:

  • Adding a model to the application
  • Exposing the model over an API
  • Wrapping that API with pre & post processing code
  • Deploying the model in the app for development
  • Deploying the model with the app for production
    in the cloud
  • Monitoring the model as it runs in production
  • Accelerating the model for best performance


Built on Open Source technologies, and enabled by OctoML, Transparent AI empowers developers to add intelligence to their applications. Get started with Transparent AI.

Learn how with Transparent AI

Accelerate My Model