Joe SassoninTowards Data ScienceLocal RAG From ScratchDevelop and deploy an entirely local RAG system from scratch18 min read·May 11, 2024--4
Tõnis TiigiNew Dockerfile capabilities in v1.7.0We recently released the new versions of the BuildKit builder toolkit, Docker Buildx CLI, and Dockerfil frontend for BuildKit (v1.7.0). In…10 min read·Apr 16, 2024--1--1
Michał Marcińczuk, Ph.D.inTowards Data ScienceReducing the Size of Docker Images Serving Large Language ModelsHave you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?·6 min read·May 3, 2024--3--3
Joe SassoninTowards Data ScienceLocal RAG From ScratchDevelop and deploy an entirely local RAG system from scratch18 min read·May 11, 2024--4
Tõnis TiigiNew Dockerfile capabilities in v1.7.0We recently released the new versions of the BuildKit builder toolkit, Docker Buildx CLI, and Dockerfil frontend for BuildKit (v1.7.0). In…10 min read·Apr 16, 2024--1
Michał Marcińczuk, Ph.D.inTowards Data ScienceReducing the Size of Docker Images Serving Large Language ModelsHave you encountered a problem where a 1 GB transformer-based model increases even up to 8 GB when deployed using Docker containerization?·6 min read·May 3, 2024--3
Ramazan OlmezEnd-to-End Machine Learning Project: Churn PredictionThe main objective of this article is to develop an end-to-end machine learning project. For a model to be truly useful, it needs to be…18 min read·Feb 22, 2024--8
Prashant LakheraOverview of the DevOps Interview Process: From Application to Selection — Part 4 — DockerWhat is Docker?4 min read·16 hours ago--
Martin HodgesHow to set up dynamic secrets for Postgres using Vault and Spring Boot on KubernetesIn this article I look at how to add dynamic Postgres credentials to a Spring Boot application using the Hashicorp Vault secrets manager.19 min read·May 5, 2024--
