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Showing posts with label Generative AI. Show all posts
Showing posts with label Generative AI. Show all posts
Sunday, April 27, 2025

Azure AI Foundry - Part4 - Deploy and use a generative AI model

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Azure AI Foundry supports deploying large language models (LLMs). In this article, we will see how to deploy a model and use it. Azure AI Fo...
Saturday, April 26, 2025

Azure AI Foundry Blog Series

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Azure AI Foundry is a comprehensive suite of tools and services designed to accelerate the development and deployment of AI solutions on the...
Wednesday, April 23, 2025

Azure AI Foundry - Part3 - Abstractive text summarization

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In this article, I will show you how to use Azure Cognitive Services for text summarization.  Azure AI Foundry portal AI Services - Language...
Tuesday, April 15, 2025

Azure AI Foundry - Part2 - Language translation using AI Services

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In this article, I will show you how to use an Azure AI Service available within the Azure AI Foundry project. We'll use the language tr...

Azure AI Foundry - Part1 - Create project

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Azure AI Foundry is a unified platform that helps you design, customize, build, test, deploy, and manage generative AI applications. In this...
Tuesday, April 23, 2024

Hugging Face - Part6 - Repo model xyz is gated and you must be authenticated to access it

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Today, while working locally on my machine with mistralai/Mistral-7B-Instruct-v0.2 from Hugging Face, I encountered the following issue:   ...
Saturday, April 20, 2024

Hugging Face - Part5 - Deploy your LLM app on Kubernetes

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In our previous blog post, we explored the process of containerizing the Large Language Model (LLM) from Hugging Face using FastAPI and Dock...
Sunday, March 31, 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, March 29, 2024

Generative AI and LLMs Blog Series

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In this blog series we will explore the fascinating world of Generative AI and Large Language Models (LLMs). We delve into the latest advanc...
Saturday, February 24, 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...
Wednesday, February 21, 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...
Thursday, February 1, 2024

Ollama - Part4 - Vision assistant using LLaVA

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In this exercise we will interact with LLaVA which is an end-to-end trained large multimodal model and vision assistant. We will use the Oll...
Saturday, January 27, 2024

Ollama - Part3 - Web UI for Ollama to interact with LLMs

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In the previous blog posts, we covered the deployment of Ollama on Kubernetes cluster and demonstrated how to prompt the Language Models (L...
Thursday, January 25, 2024

Ollama - Part2 - Prompt Large Language Models (LLMs) using Ollama, LangChain and Python

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In this exercise we will learn to interact with the LLMs using Ollama, LangChain, and Python. Full project in my GitHub https://github.com/v...
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...