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Harnessing Open Source LLMs and ChatGPT with Minimal Code
Harnessing Open Source LLMs and ChatGPT with Minimal Code

Harnessing Open Source LLMs and ChatGPT with Minimal Code: Explore Large Language Models with Open Source Innovations like LLama3 and ChatGPT

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Profile Icon Dan We
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Can$101.99
Video Jul 2024 1hr 59mins 1st Edition
Video
Can$101.99
Subscription
Free Trial
Arrow left icon
Profile Icon Dan We
Arrow right icon
Can$101.99
Video Jul 2024 1hr 59mins 1st Edition
Video
Can$101.99
Subscription
Free Trial
Video
Can$101.99
Subscription
Free Trial

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Key benefits

  • No-code solutions for running open-source models
  • Advanced Python techniques for streaming responses and function calling
  • Insights into using llama3 model with a web interface

Description

Welcome to the captivating world of Large Language Models (LLMs)! This course is designed to guide you through the fascinating landscape of LLMs, encompassing both no-code and low-code solutions powered by Python. We begin by equipping you with the necessary software to operate these models locally, enabling you to explore various open-source models, including Google’s Gemma:7b and Llama3, without the need for an internet connection. In the advanced section, you will delve into using Python for streaming responses from open-source LLMs and integrating with the official OpenAI API. The course covers low code solutions for streaming ChatGPT responses and introduces function calling within ChatGPT models. You'll also learn about the llama3 model and how to interface it with Python for web applications. Throughout the course, you'll gain experience fetching responses in both batch and streaming modes, and we will jointly develop a small web frontend using Streamlit for our streaming LLM API. By the end of the course, you'll be equipped to run open-source LLMs locally and leverage their capabilities to the fullest.

Who is this book for?

This course is ideal for individuals interested in running open-source LLMs locally and privately, as well as those looking to utilize these models completely free of charge. It's perfect for beginners eager to start with low-code API endpoints using minimal Python and anyone interested in operating no-code LLMs locally. Python knowledge is beneficial for the low-code sections but not mandatory. To follow along with the OpenAI ChatGPT portion, a sign-up and a $5 credit payment (credit card) are required. All other open-source models and software are entirely free.

What you will learn

  • Configure and run local LLMs
  • Use local server API endpoints for open-source models
  • Integrate and utilize OpenAI API with Python
  • Implement low-code solutions for streaming ChatGPT responses
  • Operate the llama3 model using Python web interfaces
  • Develop a small web frontend for streaming LLM APIs using Streamlit
  • Experiment with various open-source models, understanding their capabilities and limitations

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Jul 24, 2024
Length: 1hr 59mins
Edition : 1st
Language : English
ISBN-13 : 9781836642534
Category :
Languages :
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What do you get with a video?

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Product feature icon DRM FREE - Read whenever, wherever and however you want

Product Details

Publication date : Jul 24, 2024
Length: 1hr 59mins
Edition : 1st
Language : English
ISBN-13 : 9781836642534
Category :
Languages :
Tools :

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Table of Contents

2 Chapters
Setting Up and Exploring Local LLMs Chevron down icon Chevron up icon
Advanced Usage and API Integrations Chevron down icon Chevron up icon
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