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Ollama Course: Run LLMs locally

4 (1 ratings) Last Updated:10/2024 English (US) Instructor: Amit Diwan

Lectures: 11
|
Videos: 0.51 hours
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Level: All
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Language: English
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Last Updated: 10/2024

Skills: Artificial Intelligence Deep Learning Generative AI

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11 lectures 0.51 hours English

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About this Course

Welcome to the Ollama Course.

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.

Features

Model Library: Offers a variety of pre built models like Llama 3.2, Mistral, etc.
Customization: Allows you to customize and create your own models
Easy: Provides a simple API for creating, running, and managing models
Cross Platform: Available for macOS, Linux, and Windows
Modelfile: Packages everything you need to run an LLM into a single Modelfile, making it easy to manage and run models

Popular LLMs, such as Llama by Meta, Mistral, Gemma by Google 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.

Course Lessons

Section A: Ollama Introduction & Setup

Ollama Introduction and Features
Install Ollama on Windows locally

Section B: Setup LLMs locally with Ollama

Install Llama 3.2 locally
Install Mistral 7b locally

Section C: Ollama Commands and Usage

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

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

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

Section E: Ollama Remove a model

Remove any model from Ollama locally

Note: We have covered only open source technologies

Let us start the journey.

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Course Content

Prerequisites

About the Instructor

Amit Diwan

Founder

Courses...

Amit Diwan is an Entrepreneur, who founded Studyopedia to create, publish and sell programming courses. His courses are live on Udemy, Packt, O'Reilly, Tutorialspoint, Geeksforgeeks, etc. Technologies: Python, Data Science, Java, Bootstrap, HTML5, CSS, WordPress, etc.

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