Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache, using a lightweight GPT-2 example. The post Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks appeared first on Towards Data Science.

Jun 11, 2025 - 10:00
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Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache, using a lightweight GPT-2 example.

The post Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks appeared first on Towards Data Science.