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W23 AML3304 Project Instructions

Peter Sigurdson

Last edited 489 days ago by Peter Sigurdson

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Lab Notebook: Creating a Generative Language Model using the Gutenberg Corpus coda.io⁠

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Our Term Project has 2 STREAMS: You can pick either one to do:

Both the Coding Project and the Research Project require a Video as part of the hand in work.

Essay project people: You will work individually not in teams.

You can get the free 30 day trial of Mind Manager to use in building and planning the outline for your Research Paper:

https://www.mindmanager.com/en/⁠

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Talk about how to use GITLAB as your CI/CD repository.

Discuss how companies can build their own customized Generative AI language models customized on their own data

Talk about what Transformers are and how we Train them: recall that CHAT GPT =Generative PRE TRAiNED Transformer.

Talk about HOW WE generate text based on user queries. (This is what the CHAT web interface in Chat GPT does).

Where / how would you host your Language Model to be available to other people via a web interface like the CHAT in CHAT GPT?

More detailed instructions here:

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https://coda.io/d/AML-3304-W23-Course-Project-Building-a-Simple-Generative-AI-Lang_dyGpvOkjYV7/AML-3304-W23-Course-Project-Building-a-Simple-Generative-AI-Lang_survG#_lur4k⁠

Produce your Word Document Research Paper: I will provide a Dropbox link to submit it to.

Essay : Must have a Title Page with student name, student ID, course ID and details. You will include the YOUTUBE LINK of your Video.

Discuss and show an example of a how you would code a Chatgpt Plugin

Python Programming Project people:

Resources

You will put your Python code into a GITLAB REPO: I will give you a Dropbox Location to upload this URL too.

The main file in your Python Application should have comments noting the team members’ names and Student IDs. Note in a comment the YouTube LINK to your Video. All team

Coding Stream: {You can work in teams of up to 4 members}

Coding Project: Write a Simple PYTHON Application to provide a Minimal Viable Product MVP or "Toy" version of Chat GPT.

What to do:

How to deliver this:

Stream 2: The Research Paper {Individual not teams}

Essay Paper Research Project

Produce a 3000 Word Research Paper presented in MS Word.

Your Presentation should include a variety of presentation formats:

Pictures, Charts, Diagrams, Tables to Summarize information

Address all the Quesions and concerns we talked about in Class and recorded in this Project Instruction Sheet:

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https://coda.io/d/AML-3304-W23-Course-Project-Building-a-Simple-Generative-AI-Lang_dyGpvOkjYV7/AML-3304-W23-Course-Project-Building-a-Simple-Generative-AI-Lang_survG#_lur4k⁠

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Questions and Topics to Address in your Paper:

Discuss WHAT the Llama and Alpaca Language Models ARE and how they are used to build a Generative AI Language Model like ChatGPT

Our Term Project has 2 STREAMS: You can pick either one to do:

Coding Stream: {You can work in teams of up to 4 members}

What to do:

How to deliver this:

Stream 2: The Research Paper {Individual not teams}

Questions and Topics to Address in your Paper:

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