What you'll learn
Run large language models on local PCs and Colab (mobile phones), optimizing for performance.
Improve workflows for students, researchers, and writers or anyone using this tool.
Explore the tool's capability in book creation, chat bots and seamless integration into your projects and maximize revenue.
Grasp different Large Language Model types and their offline deployment feasibility on local devices.
Learn how the tool is flexible and how it outperforms Chat GPT, Grok, Bard and other LLMS.
Requirements
No prior programming experience needed the course is for everyone!
A computer or mobile device with internet to download files
Description
Join me on an immersive journey into the cutting-edge realm of AI text generation, leveraging innovative software tailored for local PC use and platforms like Colab.Exploring a Revolutionary Software Embark on exploring leading-edge software utilizing quantized LLMs, simplifying the creation of compelling and natural-sounding text.Practical Applications: Discover the diverse landscape of just a few possibilities:Creative Writing: Discover how writers can effortlessly craft captivating and original storylines.Chatbot Development: Explore how it can play a role in creating smarter, engaging interactions within AI-powered chatbots.Game Development: Find out how it can revolutionize game narrative, enabling immersive storytelling and interactive dialogue systems.Revolutionary Models Understand the evolution from traditional models to advanced formats, emphasizing enhanced flexibility, stability, and support for various AI models. Delve into the transition process and its impact on language model file formats.Harnessing Advanced Capabilities:User-Friendly Interface: Access AI text generation with an intuitive interface, catering to users of all levels.Seamless Integration: Effortlessly integrate this tool into your existing workflow, facilitating text generation across projects.Practical Guidance Gain proficiency in navigating this software with comprehensive tutorials covering setup, configuration, and leveraging its unique features.Getting StartedFollow step-by-step instructions to install and configure the software on your local PC or Colab, optimizing performance based on specific project requirements.AI Text Generation Unleashed Unlock the potential for dynamic, contextually-aware AI text generation. Elevate your projects with sophisticated and creative text generated directly from your local PC.Join me on this transformative journey to master AI text generation tools, unleashing the full potential of local PC-based or mobile text creation!
Overview
Section 1: Introduction
Lecture 1 Introduction
Section 2: Section 2 - Key Concepts the Software and Large Language Models
Lecture 2 Overview of Software and Examples of Use
Lecture 3 GGUF Quantization
Lecture 4 LLMs Performance Comparison
Lecture 5 UI Explained and Links
Lecture 6 Machine Learning Libraries CuBlas and OpenBLAS
Lecture 7 Stuff to Know, FAQs and Additional Info
Section 3: Section 3: Configuring and Utilizing Local and Online LLMs
Lecture 8 Google Colab Set Up (applicable for pc and mobile)
Lecture 9 Local PC setup for offline use
Lecture 0 The Software UI Machine Learning Libraries and FAQ
Section 4: Section 4 - End of Course
Lecture 10 Demonstrating Flexiblity of the LLM
This is for anyone who wants to have an LLM like Chat GPT on-the-go for their local pc or mobile.


Homepage

https://www.udemy.com/course/ai-text-content-generation-on-your-local-pc-beyond-chatgpt/