+
+

Related Products

  • Vertex AI
    713 Ratings
    Visit Website
  • Google AI Studio
    4 Ratings
    Visit Website
  • RunPod
    141 Ratings
    Visit Website
  • Qloo
    23 Ratings
    Visit Website
  • Google Cloud Speech-to-Text
    374 Ratings
    Visit Website
  • Chainguard
    40 Ratings
    Visit Website
  • JS7 JobScheduler
    1 Rating
    Visit Website
  • Google Kubernetes Engine (GKE)
    424 Ratings
    Visit Website
  • PeerGFS
    22 Ratings
    Visit Website
  • Google Cloud Run
    259 Ratings
    Visit Website

About

Distributed AI is a computing paradigm that bypasses the need to move vast amounts of data and provides the ability to analyze data at the source. Distributed AI APIs built by IBM Research is a set of RESTful web services with data and AI algorithms to support AI applications across hybrid cloud, distributed, and edge computing environments. Each Distributed AI API addresses the challenges in enabling AI in distributed and edge environments with APIs. The Distributed AI APIs do not focus on the basic requirements of creating and deploying AI pipelines, for example, model training and model serving. You would use your favorite open-source packages such as TensorFlow or PyTorch. Then, you can containerize your application, including the AI pipeline, and deploy these containers at the distributed locations. In many cases, it’s useful to use a container orchestrator such as Kubernetes or OpenShift operators to automate the deployment process.

About

Don't change your day-to-day, works with Jupyter Notebooks and any other Python environment. Simply call modelbi.deploy to deploy your model, and let Modelbit carry it — and all its dependencies — to production. ML models deployed with Modelbit can be called directly from your warehouse as easily as calling a SQL function. They can also be called as a REST endpoint directly from your product. Modelbit is backed by your git repo. GitHub, GitLab, or home grown. Code review. CI/CD pipelines. PRs and merge requests. Bring your whole git workflow to your Python ML models. Modelbit integrates seamlessly with Hex, DeepNote, Noteable and more. Take your model straight from your favorite cloud notebook into production. Sick of VPC configurations and IAM roles? Seamlessly redeploy your SageMaker models to Modelbit. Immediately reap the benefits of Modelbit's platform with the models you've already built.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Developers interested in a solution offering data and AI algorithms to support their AI applications

Audience

Data scientists searching for a complete Machine Learning solution

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

IBM
United States
developer.ibm.com/apis/catalog/edgeai--distributed-ai-apis/Introduction/

Company Information

Modelbit
Founded: 2022
United States
www.modelbit.com

Alternatives

Alternatives

Vertex AI

Vertex AI

Google
AWS Neuron

AWS Neuron

Amazon Web Services
DeepSpeed

DeepSpeed

Microsoft

Categories

Categories

Integrations

PyTorch
TensorFlow
Amazon Redshift
Databricks Data Intelligence Platform
Deepnote
GitHub
GitLab
Google Colab
Jupyter Notebook
Kubernetes
Red Hat OpenShift
Snowflake

Integrations

PyTorch
TensorFlow
Amazon Redshift
Databricks Data Intelligence Platform
Deepnote
GitHub
GitLab
Google Colab
Jupyter Notebook
Kubernetes
Red Hat OpenShift
Snowflake
Claim IBM Distributed AI APIs and update features and information
Claim IBM Distributed AI APIs and update features and information
Claim Modelbit and update features and information
Claim Modelbit and update features and information