March 31, 2024

Image by Author (Ideogram) Customize, run and save LLMs using OLLAMA and the Modelfile Thomas Reid · Follow Published in Towards Data Science · 11 min read · 3 hours ago — In this article, I’ll show you how to use the Modelfile in Ollama to change how an existing LLM (Llama2) behaves when interacting with it. I’ll also show you how to save your newly customized model to your personal namespace on the Ollama

Talking to PDF documents with Google’s Gemma-2b-it, LangChain, and Streamlit Dr. Leon Eversberg · Follow Published in Towards Data Science · 12 min read · 8 hours ago — The LLM chatbot with RAG we will build in this article answers specific questions using a washing machine user manual. Image by author Introduction Large Language Models (LLMs) are remarkable at compressing knowledge about the world into their billions of parameters. However, LLMs have two major

Image by Pexels from Pixabay From tutorial to practical examples of Python Singleton design pattern Christopher Tao · Follow Published in Towards Data Science · 8 min read · 8 hours ago — If you’re no longer a newbie to Python, one of the most important programming techniques called “Design Pattern” is a must-known one. Design patterns are usually best practices and the most effective approaches to solve some typical problems and requirements in software

This is how to make your pandas code human readable & bulletproof. Anna Zawadzka · Follow Published in Towards Data Science · 9 min read · 8 hours ago — Scripting around a pandas DataFrame can turn into an awkward pile of (not-so-)good old spaghetti code. Me and my colleagues use this package a lot and while we try to stick to good programming practices, like splitting code in modules and unit testing, sometimes we