Скачать или смотреть How To Run LLM Models Locally | Learn Ollama in 10 Minutes | Deepseek | Gemma | Simplilearn

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In this "Running LLMs Locally" tutorial, by Simplilearn we’ll guide you through how to set up and use powerful language models right on your own machine, without relying on the cloud. You’ll learn how to download and install Ollama based on your operating system, Windows, macOS, or Linux, and run it using your system’s Command Prompt or Terminal. We'll show you how to verify the installation, explore a wide range of open-source models from Ollama’s homepage, model library, or GitHub, and choose the right LLM based on your RAM and storage. You’ll then run your first model, start chatting with it locally, and learn how to shut it down or switch models anytime with a simple command. By the end, you’ll understand how to bring LLMs to life on your machine, free, secure, and fully customizable.

Following are the topics covered in this tutorial on How To Run LLM Models Locally:

00:00:00 Introduction to How To Run LLMs Models Locally?
00:02:06 Getting Started with Running LLMs Locally
00:02:37 Download Ollama
00:03:03 Ollama Library
00:03:23 Ollama GitGub
00:04:44 Verifying Ollama Installation
00:05:30 Ollama Serve
00:05:35 Ollama List
00:05:59 Ollama Run deepseek-r1
00:06:20 Ollama Run llama3
00:07:50 Ollama Run Gemma3:1b

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➡️ About Professional Certificate Program in Generative AI and Machine Learning

Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.

Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Skills Covered:
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics

Learning Path:
✅ IITG AI: Program Induction
✅ IITG AI: Programming Fundamentals
✅ IITG AI: Python for Data Science (IBM)
✅ IITG AI: Applied Data Science with Python
✅ IITG AI: Machine Learning
✅ IITG AI: Deep Learning with TensorFlow (IBM)
✅ IITG AI: Deep Learning Specialization
✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ IITG AI: Advanced Generative AI
✅ IITG AI: Capstone
Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass
✅ IITG AI: Industry Masterclass

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