Guides for machine-learning
LLM-powered incident analysis dashboard on Civo
Learn how to build an LLM-powered incident analysis dashboard on Civo using relaxAI, Kubernetes, and GPU acceleration for real-time inference.
Optimize GPU Costs for Machine Learning with Just-in-Time Kubernetes Scaling
Learn how to implement just-in-time GPU provisioning on Civo Kubernetes to dynamically scale resources, enforce budget and utilization guardrails, and receive alerts for efficient ML training cost optimization.
A Step-by-Step Guide to Hosting an LLM with Ollama and Civo
Learn how to deploy an LLM using Ollama on GPU-powered Civo infrastructure, giving you the freedom to run models locally with full data ownership.
Building Your Own Self-Hosted AI Assistant on Civo with Llama 4
Learn how to build and self-host your own AI assistant using Llama 4 on Civo, and understand how to take full ownership of your AI future.
Simplifying AI Development with PydanticAI and Serverless Functions on Civo
This tutorial demonstrates how to build and deploy a serverless AI-powered medical symptom checker using PydanticAI and Civo with OpenFaaS, simplifying AI development and ensuring scalability and efficiency.
Automating research and workflows with Auto-GPT on Civo Kubernetes
Discover how to deploy AutoGPT on Civo Kubernetes using Helm for seamless AI-driven workflow automation.
Pushing the limits: Guide to stress testing ML Models on Civo GPUs
Discover how to truly test the limits of your ML models! Learn how to identify performance bottlenecks, push your models to the edge, and fine-tune them for peak efficiency—all with the help of powerful Civo GPUs.
How to deploy DeepSeek-R1 on Civo GPUs
Deploy DeepSeek-R1 on a Civo GPU-powered Kubernetes cluster for efficient AI applications, and learn how to automate setup with Terraform or GitHub Actions.
Accelerating Machine Learning: Jupyter Notebook on Civo GPUs
Leverage Civo's powerful GPU compute instances to accelerate your machine learning projects with Jupyter Notebook. Learn to set up, configure, and optimize your environment for efficient ML workflows.
Kubernetes meets Llama 3.2: How to deploy AI Models on GPU clusters
Deploy a Kubernetes GPU cluster on Civo with Terraform & set up Large Language Models (LLMs) using the Civo LLM Boilerplate for scalable AI infrastructure.
How to set up GPU for TensorFlow on Civo
In this tutotial, discover how to set up TensorFlow on Civo's GPU-powered Kubernetes cluster for efficient model training.
Building a RAG system with Gemini for financial forecasting on Civo Kubernetes
Learn to build and deploy a Retrieval-Augmented Generation (RAG) system using Google’s Gemini LLM and Civo Kubernetes, ensuring scalable AI integration.
Deploy your own Private ChatGPT with Llama 3.1 and Civo GPU Clusters
Deploy your own private ChatGPT with Llama 3 on Civo's GPU clusters using Terraform or GitHub Actions for enhanced performance and efficiency.
Deploying Llama 3.1 with Kubeflow on Kubernetes: A CPU-Focused tutorial
Deploy Llama 3.1 using Civo's Kubeflow on Kubernetes for a CPU-optimized, serverless experience that simplifies and scales LLM setups effectively.
Building a front end using Django with KubeFlow
Unlock the power of Civo KfaaS for training machine learning models and building a Django frontend. Transform your ML deployments with our comprehensive, step-by-step tutorial.
Running Kubeflow just got a whole lot easier
Installing Kubeflow has been quite a tedious task in the past. Through this tutorial, I will show you to single click install Kubeflow using the new Kubeflow application on Civo.
Deploying FuseML for Efficient MLOps Orchestration
Learn how to deploy FuseML, an MLOps orchestrator, on a Kubernetes cluster in this complete guide. Improve your daily job with real-world use cases and reduce technical debt with FuseML.
Running Kubeflow pipelines
This Learn guide aims to help you install Kubeflow pipelines onto a Civo managed k3s cluster
Get up and running with Kubeflow on Kubernetes
This guide is a 5 step process from zero to Notebook server via Kubeflow on Kubernetes