Admirer: Open-Ended VQA Requiring Outside Knowledge

December 23rd, 2022 - The Transformees: Andrew Hinh and Aleks Hiidenhovi (Guest post) - 4 mins read

A winning entry - 'Most Promising Entry' prize winner at Month of MLOps 2022 competition.

ChequeEasy: Banking with Transformers

December 19th, 2022 - Shivalika Singh (Guest post) - 10 mins read

A winning entry - 3rd prize winner at Month of MLOps 2022 competition. Extraction of metadata from cheques using Transformers and ZenML.

Detecting Fraudulent Financial Transactions with ZenML

December 16th, 2022 - Simon Helmig at Two.inc (Guest post) - 6 mins read

A winning entry - 2nd prize winner at Month of MLOps 2022 competition.

How to train and deploy a machine learning model on AWS Sagemaker with ZenML and BentoML

December 14th, 2022 - Safoine El khabich - 11 mins read

Learn how to use ZenML pipelines and BentoML to easily deploy machine learning models, be it on local or cloud environments. We will show you how to train a model using ZenML, package it with BentoML, and deploy it to a local machine or cloud provider. By the end of this post, you will have a better understanding of how to streamline the deployment of your machine learning models using ZenML and BentoML.

Tracking experiments in your MLOps pipelines with ZenML and Neptune

December 05th, 2022 - Hamza Tahir - 5 mins read

ZenML 0.23.0 comes with a brand-new experiment tracker flavor - Neptune.ai! We dive deeper in this blog post.

ZenML's Month of MLOps Recap

November 22, 2022 - Hamza Tahir - 7 mins read

The ZenML MLOps Competition ran from October 10 to November 11, 2022, and was a wonderful expression of open-source MLOps problem-solving.

ZenML 0.22.0: BentoML Integration and A Revamped Airflow Orchestrator!

November 22nd, 2022 - Dickson Neoh - 2 mins read

This release comes with a new BentoML integration and a reworked Airflow orchestrator. We also fixed server-related performance issues and other minor improvements!

Transforming Vanilla PyTorch Code into Production Ready ML Pipeline - Without Selling Your Soul

October 27, 2022 - Felix Altenberger and Dickson Neoh - 24 mins read

Transform quickstart PyTorch code as a ZenML pipeline and add experiment tracking and secrets manager component.

ZenML 0.20.0: Our Biggest Release Yet!

October 5th, 2022 - Hamza Tahir - 6 mins read

The 0.20.0 release is a seminal release in the history of ZenML. Following ten months of continuous feedback and iteration, we bring you a whole new architecture and redesign of ZenML - and a new dashboard to boot! Collaboration among teams has also been taken to a new level in the new version.

ZenML's Month of MLOps: Competition Announcement

September 26, 2022 - Alex Strick van Linschoten - 2 mins read

Join us for a celebration of open-source MLOps, where you get to both express your creativity and solve a problem that is interesting to you! Our MLOps Competition runs from October 10 to November 11, 2022.