Ollama Tutorial For Beginners | Run Llms Locally With Ease

Learn how to use Ollama to work with LLMs. Also, create a ChatGPT-like model locally with Ollama.

What you'll learn

Learn what is Ollama

Work with different LLMs using Ollama locally

Create a custom ChatGPT-like model with Ollama

Learn all the Ollama commands

Customize a model locally

Requirements

Knowledge of internet and web browser

Description

Welcome to the Ollama Course by Studyopedia !!!Ollama is an open-source platform to download, install, manage, run, and deploy large language models (LLMs). All this can be done locally with Ollama. LLM stands for Large Language Model. These models are designed to understand, generate, and interpret human language at a high level. FeaturesModel Library: Offers a variety of pre-built models like Llama 3.2, Mistral, etc.Customization: Allows you to customize and create your own modelsEasy: Provides a simple API for creating, running, and managing modelsCross-Platform: Available for macOS, Linux, and WindowsModelfile: Packages everything you need to run an LLM into a single Modelfile, making it easy to manage and run modelsPopular LLMs, such as Llama by Meta, Mistral, Gemma by Google's DeepMind, Phi by Microsoft, Qwen by Alibaba Clouse, etc., can run locally using Ollama.In this course, you will learn about Ollama and how it eases the work of a programmer running LLMs. We have discussed how to begin with Ollama, install, and tune LLMs like Lama 3.2, Mistral 7b, etc. We have also covered how to customize a model and create a teaching assistant like ChatBot locally by creating a modefile.**Lessons covered**Ollama - Introduction and FeaturesInstall Ollama Windows 11 locallyInstall Llama 3.2 Windows 11 locallyInstall Mistral 7b on Windows 11 locallyList all the models running on Ollama locallyList the models installed on your system with OllamaShow the information of a model using Ollama locallyHow to stop a running model on OllamaHow to run an already installed model on Ollama locallyCreate a custom GPT or customize a model with OllamaRemove any model from Ollama locallyNote: We have covered only open-source technologiesLet's start the journey!

Overview

Section 1: Ollama - Introduction & Setup

Lecture 1 Ollama - Introduction & Features

Lecture 2 Install Ollama on Windows locally

Section 2: Setup LLMs locally with Ollama

Lecture 3 Install Llama 3.2 locally

Lecture 4 Install Mistral 7b locally

Section 3: Ollama Commands and Usages

Lecture 5 List all the models running on Ollama locally

Lecture 6 List the models installed on your system with Ollama

Lecture 7 Show the information of a model using Ollama locally(

Lecture 8 How to stop a running model on Ollama

Lecture 9 How to run an already installed model on Ollama locally

Section 4: Create and Run a ChatGPT-like model with Ollama

Lecture 10 Create and Run a ChatGPT-like model with Ollama locally

Section 5: Ollama - Remove a Model

Lecture 11 Remove any model from Ollama locally

Beginner Machine Learning Developers,Those who want to create a model,Those who want to run LLMs locally