28 Oct Ollama Tutorial

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.

Popular 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.

Why LLMs are run locally

You may need to run LLMs locally for enhanced security, get full control of your data, reduce risks associated with data transmission and storage on external servers, customize applications without relying on the cloud, etc.

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.

Viewers

The Ollama tutorial is prepared for students, engineers, and professionals. It will help them understand the AI concepts for LLMs, AI models, modelfiles, etc.

Ollama Tutorial (English)

Learn Ollama via a video course:

Ollama Tutorial Index

Section A: Ollama – Introduction & Setup

1. Ollama – Introduction and Features
2. Install Ollama on Windows locally

Section B: Setup LLMs locally with Ollama

3. Install Llama 3.2 locally
4. Install Mistral 7b locally

Section C: Ollama – Commands and Usage

5. List all the models running on Ollama locally
6. List the models installed on your system with Ollama
7. Show the information of a model using Ollama locally
8. How to stop a running model on Ollama
9. How to run an already installed model on Ollama

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

10. Customize the model and create and run a ChatGPT-like model with Ollama locally

Section E: Ollama – Remove a model

11. Remove a model from Ollama locally

What you’ll learn

• Learn what is Ollama
• Work with different LLMs using Ollama locally
• Create a custom ChatGPT-like model with Ollama
• Learn to use the Ollama commands
• Customize a model locally
• Learn to run LLMs locally on your system

Who this course is for

• Beginner Machine Learning Developers
• Those who want to create a model
• Those who want to run LLMs locally
• Those who want to install any open-source LLM locally
• Those who want to learn what is Ollama, Llama, Mistral, etc.

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