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Version 2.0

Overview:

ModelOp is extremely proud to release the 2nd generation of our flagship product: ModelOp Center! ModelOp Center v2.0 includes a substantial number of new features--running on top of an updated architecture-- to provide our Customers more flexibility in how they Deploy, Monitor, and Govern all of their models across the enterprise. We encourage you to visit our ModelOps Guide for an overview of all the essentials to running an enterprise ModelOps program, as well as our updated ModelOp Center architecture for an overview of the new services incorporated into the v2.0 architecture.

What’s New:

General:

  • Updated architecture

  • Refreshed Web UI (“Command Center”)

  • CLI

Deploy

  • Model Registration

  • Model Lifecycle (MLC) Orchestration

  • Champion / Challenger

Score & Monitor

  • Batch Jobs

  • Runtimes

  • Endpoints

  • Notifications & Alerting

Govern

  • Model Metadata

  • Externalized Attachments

  • Model Test Results

  • Model Reproducibility Automation

  • Model Traceability

Deprecations:

With the release of v2.0, there a few v1.x items that will be deprecated:

  • v1.x CLI: both the Go and Python v1.x CLI will be deprecated with the v2.0 software. All users should download the latest v2.0 CLI for usage with our latest v2.0 release.

  • v1.x Python SDK: the v1.x Python SDK will be deprecated with v2.0 and instead be replaced by the much more extensive and robust set of API’s offered via the v2.0 architecture. For more details on the v2.0 API’s, please see the v2.0 Technical Guide materials.

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