Install and Run Llama 3.2 1B and 3B Models Locally in Python Using Ollama
by In this tutorial, we explain how to install and run Llama 3.2 1B and 3B models in Python by Using Ollama. Llama 3.2 is the …
Create a Large Language Model (LLM) Application and Graphics User Interface in Python Using Streamlit, Ollama, and Llama LLM
In this tutorial, we explain how to create a simple Large Language Model (LLM) application that can be executed in a web browser. The application …
Clear Explanation of the Fixed Point Iteratin for Solving Nonlinear Equations and Python Implementation
In this numerical computing tutorial, we explain the basics of the fixed point iteration for solving nonlinear equations. We also explain how to implement the …
How to Configure and Run Spyder Python Editor in Virtual Environments
What is covered in this tutorial: In this Python tutorial, we explain how to correctly run Spyder Python editor in virtual environments and how to …
How to Install and Use Ollama and Llama 3.1 in LangChain and Python+ Create LLM Chains and Templates in LangChain
What is covered in this tutorial: In this particular tutorial, we explain how to use Ollama and Llama 3.1 through LangChain, and we will provide …
Docker / Python / ROS/ROS2 / ROS2 / ROS2 Humble
How To Create and Run ROS2 Packages in Docker Containers – From Scratch!
What is covered in this tutorial: In this tutorial, we explain how to create, compile, and run ROS2 packages in Docker containers. We explain how …
How to Create Minimal Docker Images and Containers For Python Programs on Windows
In this tutorial, we explain how to create Docker images and containers of simple Python programs, and how to run the containerized Python program on …
How to Correctly Install PyTorch GPU version in Anaconda or Conda Virtual Environments on Windows computers
In this tutorial, we explain how to correctly install PyTorch in Anaconda or Conda virtual environments on Windows computers. Motivation: It is suggested to install …
Introduction to Rotation Matrices in Robotics and Aerospace Engineering
In this tutorial, we provide a concise introduction to rotation matrices in robotics and aerospace engineering. We explain how to derive the rotation matrices for …