Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks

The article introduces a streamlined approach to deploying machine learning training workflows by leveraging Tekton and Buildpacks, eliminating the complexities associated with traditional Dockerfile configurations. Using a lightweight GPT-2 model as an example, it demonstrates how to automate containerization and orchestration processes, enabling more efficient and scalable MLOps pipelines without extensive Docker expertise.