Run Large Language Models (Llms) Locally With Ollama

to replace ChatGPT locally for free

What you'll learn

What is Ollama?

How to install Ollama locally

How to use Ollama in Command line interface

How to use Ollama in other applications

Requirements

one powerful PC

Description

Course Description: Are you fascinated by the capabilities of large language models like GPT and BERT but frustrated by the limitations of running them solely in the cloud? Welcome to "Run Large Language Models Locally with Ollama"! This comprehensive course is designed to empower you to harness the power of cutting-edge language models right from the comfort of your own machine.In this course, you'll dive deep into the world of large language models (LLMs) and learn how to set up and utilize Ollama, an innovative tool designed to run LLMs locally. Whether you're a researcher, developer, or enthusiast, this course will equip you with the knowledge and skills to leverage state-of-the-art language models for a wide range of applications, from natural language understanding to text generation.What You'll Learn:Understand the fundamentals of large language models and their significance in NLP.Explore the challenges and benefits of running LLMs locally versus in the cloud.Learn how to install and configure Ollama on your local machine.Discover techniques for optimizing model performance and efficiency.Explore real-world use cases and applications for locally-run LLMs, including text generation, sentiment analysis, and more.Who Is This Course For:Data scientists and machine learning engineers interested in leveraging LLMs for NLP tasks.Developers seeking to integrate cutting-edge language models into their applications.Researchers exploring advanced techniques in natural language processing.Enthusiasts eager to dive deep into the world of large language models and their applications.Prerequisites:No requirements, only need one powerful PCWhy Learn with Us:Comprehensive and hands-on curriculum designed by experts in the field.Practical exercises and real-world examples to reinforce learning.Access to a supportive online community of peers and instructors.Lifetime access to course materials and updates.Don't miss this opportunity to unlock the full potential of large language models and take your NLP skills to the next level. Enroll now and start running LLMs locally with confidence!

Overview

Section 1: Introduction

Lecture 1 What is Ollama

Section 2: Local Setup

Lecture 2 System Requirements

Lecture 3 Install Ollama locally on Mac

Lecture 4 Install Ollama locally on Windows

Lecture 5 Install Ollama locally on Linux

Lecture 6 Ollama Command Line Interface

Lecture 7 Create our own model

Section 3: User Case 1: Free Translator

Lecture 8 Install OpenAI-Translator

Lecture 9 Translation Test with local model

Section 4: User Case 2: Chatbox

Lecture 10 Test Chatbox with local model

anyone who want to have something like ChatGPT but running locally