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Lm Studio For Beginners: Run Llms Locally

Posted By: ELK1nG
Lm Studio For Beginners: Run Llms Locally

Lm Studio For Beginners: Run Llms Locally
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 119.23 MB | Duration: 0h 31m

Learn how to use LM Studio to download and run LLMs. Also, set the context length, temperature, batch size, etc

What you'll learn

Learn what is LM Studio

Work with different LLMs using LM Studio locally

Learn to set the context-length for an LLM

Learn to set the batch size for an LLM

Learn to set the seed for an LLM

Learn to run LLMs even with less resources

Learn to run LLMs locally on your system

Set the GPU Offload if the model is too large to fit entirely into GPU memory.

Requirements

Knowledge of the internet and web browser

Description

Welcome to the LM Studio Course by Studyopedia!LM Studio is designed for local interaction with large language models (LLMs).LLM stands for Large Language Model. These models are designed to understand, generate, and interpret human language at a high level.FeaturesLocal Model Interaction: Allows users to run and interact with LLMs locally without sending data to external serversUser-Friendly Interface: Provides a GUI for discovering, downloading, and running local LLMs.Model Customization: Offers advanced configurations for CPU threads, temperature, context length, GPU settings, and more.Privacy: Ensures all chat data stays on the local machine.Languages: Thanks to the awesome efforts of the LM Studio community, LM Studio is available in English, Spanish, Japanese, Chinese, German, Norwegian, Turkish, Russian, Korean, Polish, Vietnamese, Czech, Ukrainian, and Portuguese (BR,PT).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 LM Studio.In this course, you will learn about LM Studio and how it eases the work of a programmer running LLMs. We have discussed how to begin with LM Studio and install LLMs like Llama, Qwen, etc.Note: Even if your RAM is less than 16GB, you can still work with the smaller models, with LM Studio, such as:Llama 3.2 1BQwen2 Math 1.5BWe have shown the same in this video course.

Overview

Section 1: LM Studio – Intro, Features, Advantages & Disadvantages

Lecture 1 LM Studio – Introduction

Lecture 2 LM Studio – Features

Lecture 3 LM Studio – Advantages

Lecture 4 LM Studio – Disadvantages

Section 2: Install LM Studio

Lecture 5 Install LM Studio on Windows 11

Section 3: Run LLMs on LM Studio

Lecture 6 Download & Run Llama on LM Studio

Lecture 7 Download & Run Qwen on LM Studio

Section 4: LM Studio - Chat with LLMs

Lecture 8 Chat with local LLMs (First Prompt) after installing

Lecture 9 LM Studio – RAG (Upload and read documents)

Lecture 10 LM Studio – Chat Appearance

Section 5: LM Studio - Settings

Lecture 11 LM Studio – Advanced Configuration

Lecture 12 LM Studio – Modes

Lecture 13 LM Studio – Change the theme

Lecture 14 LM Studio – Download directory

Lecture 15 LM Studio – Delete a model

Beginner AI Engineers,Prompt Engineers,Those who want to learn what is Llama, Qwen, etc.,Those who want to download any open-source LLM locally,Those who want to run LLMs locally,Those who want to understand LLMs,Beginner Machine Learning Developers