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Showing posts with label container. Show all posts
Showing posts with label container. Show all posts
Saturday, March 30, 2024

Hugging Face - Part4 - Containerize your LLM app using Python, FastAPI, and Docker

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In this exercise, our objective is to integrate an API endpoint for the Large Language Model (LLM) provided by Hugging Face using FastAPI. A...
Friday, February 23, 2024

Hugging Face - Part3 - Inference with Code Llama using LangChain

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In the field of understanding and working with human language (NLP), Hugging Face is a key platform that provides many pre-trained models fo...
Tuesday, February 20, 2024

Hugging Face - Part2 - Code generation with Code Llama - Instruct

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Code Llama , an impressive publicly available machine learning model, is a specialised version of Llama 2 that was created by further traini...
Monday, February 19, 2024

Hugging Face - Part1 - Getting started

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This blog series will help you get started with Hugging Face, including: Downloading and using Hugging Face models locally via the Python Tr...
Monday, January 15, 2024

Ollama - Part1 - Deploy Ollama on Kubernetes

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Docker published GenAI stack around Oct 2023 which consists of large language models (LLMs) from Ollama, vector and graph databases from Ne...
Sunday, December 3, 2023

Kubernetes mini project

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In this mini project, we are going to learn the following: Deploy a simple Python based web application on a Kubernetes cluster. We will use...
Sunday, October 29, 2023

Kubernetes 101 - Part12 - Debug pod

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When it comes to troubleshooting application connectivity and name resolution issues in Kubernetes, having the right tools at your disposal ...
Friday, January 6, 2023

vSphere with Tanzu using NSX-T - Part22 - Working with NGINX Ingress Controller

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In this article we will go though the steps to deploy a nginx ingress controller on a Tanzu Kubernetes cluster (TKC) and create a simple ing...
Friday, November 5, 2021

vSphere with Tanzu using NSX-T - Part12 - Deploy application on TKC and access it

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In the previous posts we discussed the following: Part1 - Prerequisites Part2 - Configure NSX Part3 - Edge Cluster Part4 - Tier-0 Gateway an...
Thursday, July 15, 2021

Docker 101 - Part5 - Push container image to docker hub repository

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Thursday, July 9, 2020

Tanzu Kubernetes Grid (TKG) on vSphere 6.7 U3 - Part3

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In this blog, I will explain how to deploy an FIO application pod with persistent storage on your Tanzu Kubernetes workload cluster. Step 1...
Wednesday, June 24, 2020

Tanzu Kubernetes Grid (TKG) on vSphere 6.7 U3 - Part2

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In this post, I will explain how to deploy and manage multiple Kubernetes workload clusters using TKG CLI. To view the management cluste...
Tuesday, June 23, 2020

Tanzu Kubernetes Grid (TKG) on vSphere 6.7 U3 - Part1

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TKG is an enterprise-ready Kubernetes runtime which  provides a consistent, upstream-compatible implementation of Kubernetes, that is teste...