Harnessing Open Source LLMs and ChatGPT with Minimal Code

Packt via Coursera

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Overview

This course offers a comprehensive guide to working with local large language models and Chat GPT, designed for technical professionals who want to explore these powerful tools without diving deep into coding. Youll begin with the basics, including downloading necessary software, setting up local models, and interacting with them using a no-code approach. By the end of this section, you'll be proficient in managing and running LLMs locally, even if youre new to the field. As you advance, youll delve...

Syllabus

Setting Up and Exploring Local LLMs

In this module, we will cover the foundational steps to set up and work with local Large Language Models (LLMs). Youll start by installing essential software, learning to use open-source models without coding, and setting up your development environment. By the end of this section, youll be able to run and explore local models using various tools and interfaces.

Advanced Usage and API Integrations

In this module, we will dive into advanced integrations and API usage with both open-source and OpenAI LLMs. Youll learn how to use Python for streaming responses, perform function calls, and set up web interfaces. This section will you extend the capabilities of your language models, enabling more sophisticated and interactive applications.