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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...
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...