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
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