zenml

v0.96.1 Feature

This release adds 1 notable feature for engineering teams evaluating rollout.

Published 24d Model Serving & MLOps

✓ No known CVEs patched

✓ No known CVEs patched in this version

Topics

agentops agents ai automl data-science machine-learning

+12 more

devops-tools genai llm llmops metadata-tracking mlops pipelines production-ready pytorch tensorflow workflow zenml

Summary

AI summary

SSH orchestrator and step operator enable pipeline execution on remote machines via SSH.

Full changelog

Run pipelines and steps over SSH: ZenML now includes an SSH orchestrator and SSH step operator for executing workloads on remote machines accessible via SSH (PR #4953). This makes it easier to use existing servers or on-prem infrastructure as execution targets without adopting a full cluster-based backend, while still managing runs through ZenML.

Add version 0.95.1 to legacy docs by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/5014
Remove unused release notes generation by @schustmi in https://github.com/zenml-io/zenml/pull/5013
Add missing group info import by @schustmi in https://github.com/zenml-io/zenml/pull/5012
Add 0.96.0 to the migration tests by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/5016
Always log in to the local docker SDK by @stefannica in https://github.com/zenml-io/zenml/pull/5018
Add OAuth service connector logo by @schustmi in https://github.com/zenml-io/zenml/pull/5019
SSH Orchestrator + Step Operator by @htahir1 in https://github.com/zenml-io/zenml/pull/4953
Prepare release 0.96.1 by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/5020

Full Changelog: https://github.com/zenml-io/zenml/compare/0.96.0...0.96.1

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ZenML : One AI Platform from Pipelines to Agents. https://zenml.io.