LLMs Unlocked Open Source and ChatGPT, No Code Low Code

Focused View

Dan We

1:58:40

515 View

1. 1 Download the required Software for the course.mp4

04:31

2.1 course files.zip

2. Here are the course files to download for you.html

3. 2 No code chat with open source models locally for free.mp4

10:06

4. 3 Running open source models without code locally in the command line.mp4

05:26

5. 4 Openai API preparations.mp4

03:42

6. 5 Download python and set env variable in your code editor.mp4

04:05

7. 6 Exploring the local Server API endpoint of our open source model.mp4

12:51

8. 7 A different way to use local server api endpoint for open source llms with pyt.mp4

08:53

9. 8 Open Source LLM streaming responses locally with python api calls.mp4

09:12

10. 9 Exploring the official openai api endpoint using python.mp4

10:21

11. 10 Streaming openai chatgpt responses with python low code.mp4

07:41

12. 11 Introduction to function calling with ChatGPT models in python.mp4

22:00

13. 12 Open source llama3 model with web interface in python.mp4

13:35

14. 13 Running No code open source llms locally.mp4

06:17

Description

Discover the World of Large Language Models with Open Source Models like LLama3 and ChatGPT

What You'll Learn?

How to run open source llm models completely local and private
How to run open source llm models like llama3 completely free
How to use the local api endpoints of open source llms in python
How to work with the chatgpt api endpoint in python
How streaming with open source llms and chatgpt works and how to implement it in python
How to run open source LLMs without any coding free locally and private

Who is this for?

Everyone interested in running open source llms locally

Everyone interested in running open source llms private

Everyone interested in running open source llms completly free

Everyone interested in getting started with low code (a little bit of python) API endpoints of LLMs

Everyone interested in running no code LLMs locally

What You Need to Know?

Python knowledge for the low coding part is helpful but not necessaril required

To follow along with the openai ChatGPT part there is a sign up and a $5 credit payment required (credit card)

All other open source models and software is completely free

More details

Description
"In today's digital age, you're likely familiar with ChatGPT - a name synonymous with powerful language models.
Welcome to the captivating world of Large Language Models (LLMs)!
This course takes you on an exploratory journey through the LLM landscape, no code as well as low code powered by Python. We delve into not only open-source models but also the official ChatGPT API.

Utilizing free additional software, we enable the operation of these models locally without the need for an internet connection. This allows you to experiment with various models, both with and without coding (please note the hardware requirements).
Discover how some open-source models, like Googleâ€™s Gemma:7b or Llama3, can deliver astonishing results. We also examine the industry leader, OpenAI, and its efficient GPT models (ChatGPT), which not only promise top-notch performance but are also cost-effective (see course prerequisites for a starting credit of $5).
We'll familiarize you with fetching responses in both batch and streaming modes.
As a grand finale, we'll jointly develop a small web frontend (using Streamlit) for our streaming LLM API.
No prior experience is required, though basic Python knowledge is helpful. This course is tailored for beginners and includes both low-code (minimal Python coding) and no-code options.
Are you ready to dive into the exciting world of Artificial Intelligence and explore the capabilities of LLMs? Join us on this exhilarating journey and gain valuable insights. More details are available in the course prerequisites."
Who this course is for:
Everyone interested in running open source llms locally
Everyone interested in running open source llms private
Everyone interested in running open source llms completly free
Everyone interested in getting started with low code (a little bit of python) API endpoints of LLMs
Everyone interested in running no code LLMs locally

User Reviews

Rating

average 0

Total votes0

Focused display

Artificial Intelligence

Dan We

Instructor's Courses

Dan is a 33 year old entrepreneur ,data enthusiast consultant and trainer. He holds a master degree and is certified in Power BI, Tableau, Alteryx (Core and Advanced) and KNIME (L1-L3).He is currently working in Business Intelligence field and helps companies and individuals to get key insights from their data to deliver long term growth and outpace their competitors.He has a passion for learning and teaching and is committed to support other people, by offering them educational services to help them accomplishing their goals and becoming the best in their profession or explore a new career path."The dots will connect"Just do it!

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.