The AIOps Newsletter
Rami KrispinHands-on guides to the world of MLOps and AIOps.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 21 | Founded | a year ago | Last Issue | 5 days ago |
| Active | |||||
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theaiops.substack.comLatest Issues
Getting started with MLX LM
In the first tutorial, we explored why MLX is a compelling framework for running local large language models on Apple Silicon. We saw how MLX uses the Mac’s unified memory architecture and how MLX LM adds a practical workflow for working wi...
How to Inspect a Docker Image
In the previous tutorials, we built, published, and ran a Docker image containing a FastAPI application. Those steps confirmed that we could distribute the image and run the application, but they didn't show us the metadata and configuratio...
Why MLX for local LLMs?
A few years ago, running a large language model (LLM) locally often meant building a home lab with NVIDIA GPUs. I remember my first attempt on my M1-generation Mac with 64 GB of unified memory. A simple prompt such as “Why is the sky blue?”...
How to Run a Docker Container from an Image
In the previous tutorials, we saw how to define the image requirements using a Dockerfile and then build the image using the docker build command. In this tutorial, we will complete our walkthrough of the Docker workflow by covering its f...
How to Push a Docker Image to Docker Hub
In the previous tutorial, How to Build a Docker Image from a Dockerfile, we used a Dockerfile and the docker build command to build the FastAPI image and tag it as rkrispin/docker-for-ai-fastapi:0.1. In many ways, working with images is...
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Authors
The writers behind this newsletter.
I write about data science, AI, MLOps, and forecasting.
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