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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...
Thursday, March 28, 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...
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...
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...
Friday, January 26, 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...