WizardCoder Ai Is The NEW ChatGPT's Coding TWIN!

Introduction to Wizard Code

In this section, the speaker introduces Wizard Code, a new 15 billion parameter model specialized in coding that can rival GPT when it comes to code generation.

What is Wizard Code?

• Wizard Code is a new 15 billion parameter model specialized in coding.

• It uses the Star-Coder model as a base and was trained further using 78,000 code instructions with a special fine-tune method called Evil Instruct.

• The model performed better than powerful models like Google Board and Dalethorpe's Cloud Model in terms of raw performance.

• The speaker will test the quality of the generation by asking the model coding questions.

Setting Up for Testing

In this section, the speaker explains how to download and set up the Wizard Code model for testing.

Downloading and Installing

• To download the model, use the link provided by user The Block in the video description.

• Copy and paste the name into Uber Bugatti Generation web UI to download it onto your computer.

• Refresh list and select Wizard Code Model. Use Lava Precise preset with temperature at 1 entropy at 0.95. Choose Alpaca instruction template in chat settings.

Testing Simple Coding Questions

In this section, the speaker tests simple coding questions using Wizard Code.

Simple Questions

• First question is "Write a script that prompts the user for their name and prints 'Hello, name.'"

• Second question is "Write a script that prompts the user for a string and then prints whether the string is a palindrome or not."

• Third question is "Write a script that prompts the user for a number and then determines whether it's a prime number or not."

Testing More Complex Coding Questions

In this section, the speaker tests more complex coding questions using Wizard Code.

Complex Questions

• Fourth question is "Write a script that prompts the user for the length and width of a rectangle, creates an instance of a rectangle class, and calculates its area."

• Fifth question is "Write a function that takes in two lists of integers as arguments and returns their dot product."

Pasting and Testing a Small Model

In this section, the speaker demonstrates how to paste a small model and test it using a web UI. The model is tested by inputting various parameters such as age, date of birth, etc.

Pasting and Testing the Model

• To test the model, paste it into the web UI and click on "consider".

• The model can handle billion parameters.

• The speaker tests the model by inputting their age.

• The speaker asks the model questions about coding years.

Using a 4-bit Quantized Version of the Model

In this section, the speaker discusses using a 4-bit quantized version of the previously mentioned model. They also provide a link to another website where users can use this model in their projects.

Using a 4-bit Quantized Version of the Model

• The speaker suggests using a 4-bit quantized version of the previous model.

• Users can find instructions for using this model on another website.

• Once downloaded, users can run code to test this new version of the model.

Monetizing Your Use of This Model

In this section, the speaker discusses potential ways to monetize your use of these models. They suggest creating similar projects and testing them with coding questions found online.

Monetizing Your Use of This Model

• The speaker suggests creating similar projects and testing them with coding questions found online.

• They suggest using Python to write these projects.

• Python is powerful and easy to test.

• The speaker suggests using a website like programmers.com to compile your code.

Introduction to Wizard Coder

In this section, the speaker introduces Wizard Coder, a coding model that specializes in coding tasks. The speaker demonstrates how to use the model by providing an example of a simple code.

Using Wizard Coder for Simple Coding Tasks

• Wizard Coder is a coding model that specializes in coding tasks.

• The speaker demonstrates how to use the model by providing an example of a simple code.

• To run the code, the user needs to select it and paste it into an HTML website.

• The user can change the background color by entering a number and pressing on a color button.

Testing Wizard Coder with More Complex Questions

In this section, the speaker tests Wizard Coder with more complex questions. The results show that while it excels at coding tasks, it struggles with other types of questions.

Testing Wizard Coder with Non-Coding Questions

• When asked non-coding questions, such as calculating the area of a rectangle or solving basic math problems, Wizard Coder provides nonsensical answers.

• This shows that while it excels at coding tasks, it is not specialized for anything else.

Conclusion and Recommendation

In this section, the speaker concludes that while Wizard Coder is impressive for coding tasks, it is not suitable for anything else. They recommend using other models or writing code manually for non-coding tasks.

Final Thoughts and Recommendations

• While impressive for coding tasks, Wizard Coder is not suitable for anything else.

• The speaker recommends using other models or writing code manually for non-coding tasks.

How to Use the Tool Without Installation

In this section, the speaker explains how to use a tool without installing it.

Using the Tool Without Installation

• The tool can be used without installation.

• This is possible because the tool is web-based and can be accessed through a browser.

• Users can simply navigate to the website and start using the tool immediately.

• This eliminates the need for downloading and installing software on a computer.