{"id":4500,"date":"2025-06-11T07:02:29","date_gmt":"2025-06-11T07:02:29","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/06\/11\/automate-models-training-an-mlops-pipeline-with-tekton-and-buildpacks\/"},"modified":"2025-06-11T07:02:29","modified_gmt":"2025-06-11T07:02:29","slug":"automate-models-training-an-mlops-pipeline-with-tekton-and-buildpacks","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/06\/11\/automate-models-training-an-mlops-pipeline-with-tekton-and-buildpacks\/","title":{"rendered":"Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks"},"content":{"rendered":"<p>    Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache, using a lightweight GPT-2 example.<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/automate-models-training-an-mlops-pipeline-with-tekton-and-buildpacks\/\">Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Sylvain Kalache<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/automate-models-training-an-mlops-pipeline-with-tekton-and-buildpacks\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>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. Sylvain Kalache Go to original source<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,2915,2916,2917,70,222,2918],"tags":[2888,73,319],"class_list":["post-4500","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-buildpacks","category-ci-cd","category-gpt-2","category-machine-learning","category-mlops","category-tekton","tag-automate","tag-models","tag-training"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4500"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=4500"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4500\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=4500"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=4500"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=4500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}