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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