Mastering AI Models with Hands-On Google Colab Projects

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Yu Li

1:08:29

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1. Introduction

1. Use Cases in this course.mp4

05:01

2. Translation with NLLB Model on Colab

1. Introduction.mp4

00:26

2. Create a Google Colab project.mp4

00:32

3. Set up environment.mp4

02:47

4. Coding and Run Project.mp4

03:52

5. Download and Upload Colab Project.mp4

01:34

6. How to support and translate other languages.mp4

03:40

7. Hardware accelerator.html

Files.zip

3. Question and Answer (QnA) with Llama 3 Model

1. Introduction.mp4

01:10

2. Preparation.mp4

02:38

3. Run the Llama 3 Model.mp4

04:22

Files.zip

4. Question and Answer (QnA) with Mistral-7B Model

1. Introduction.mp4

00:52

2. Preparation.mp4

01:40

3. Run the Mistral-7B Model.mp4

04:04

Files.zip

5. Question and Answer (QnA) with GPT-2 Model

1. Introduction.mp4

01:24

2. Preparation.mp4

01:16

3. About the Training Data.mp4

02:28

4. Run the GPT-2 Model.mp4

14:17

Files.zip

6. Image Generation with Stable Diffusion Model

1. Introduction.mp4

00:22

2. Preparation.mp4

00:22

3. Run the Stable Diffusion Model.mp4

01:29

Files.zip

7. Image Recognition with GPT-4o Model

1. Introduction.mp4

00:30

2. Preparation.mp4

01:28

3. Run the GPT-4o Model.mp4

02:46

Files.zip

8. Clone a Voice with Bark Model

1. Introduction.mp4

00:52

2. Preparation.mp4

01:56

3. Run the Bark Model.mp4

02:32

Files.zip

9. Text to Video with text-to-video-ms-1.7b Model

1. Introduction.mp4

00:42

2. Preparation.mp4

00:20

3. Run the text-to-video-ms-1.7b Model.mp4

01:12

Files.zip

10. Summary

1. Summary.mp4

01:55

Description

Idea Implementation with Hugging Face, GPT-4o, GPT2, Llama3, Mistral-7B, NLLB, diffusers, HuBERT and Bark Using Colab

What You'll Learn?

Create Question and Answer Chatbot Using Colab, Llama 3, Mistral-7B and GPT2 Models
Generate Images from Text Using Colab and Stable Diffusion Model
Image Recognition Using Colab and GPT-4o API
Generate Voice Using Colab and Bark Model
Generate Video Using Colab and text-to-video-ms-1.7b Model

Who is this for?

People who are curious about AI

People who wanna interact with AI Models

People who are interested in showcases of using AI models

People who wanna run AI Models on Google Colab

What You Need to Know?

No programming experience needed

Interesting of learning

More details

Description
Table of Contents
How to use Google Colab
Translation text use NLLBÂ Model
QnA with Llama 3Â Model and Mistral-7BÂ Model based on FaQ
QnA with GPT-2Â Model based on a JSON File
Image Generation with Stable Diffusion Model
Image Recognition with GPT-4o Model
Voice Generation with Bark Model
Text to Video with text-to-video-ms-1.7b Model

Description

How to use Google Colab
How to create a Google Colab project
How to run a python project on Colab
How to choose GPU
How to use external File on Colab
How to use file from Google Driver on Colab
How to use Hugging Face token and ChatGPT token from Colab

Translation text use NLLBÂ Model
Based on a text in german, using NLLBÂ Model we can translate it to english. NLLBÂ Model supports for more than 200 languages as input and output.
QnA with Llama 3Â Model and Mistral-7BÂ Model based on FaQ
An FaQ text file was prepared, by using Llama 3 Model or Mistral-7B Model, questions about this FaQ file can be raised and the Chatbot will give answer based on the FaQ file.
QnA with GPT-2Â Model based on a JSON File
Information about a dummy company profile was prepared in a json file, by using GPT-2 Model, the Chatbot will give answer based on the company profile, if related question is raised.

Image Generation with Stable Diffusion Model
Based on text, an image will be generated by using stable diffusion model.

Image Recognition with GPT-4o Model
Given a image of a Sculpture, using GPT-4o model, it will tell you what is inside the image and give you information about the sculpture.

Voice Generation with Bark Model
Based on the voice you provide, the Bark model tries to generate a voice file for text snippets.

Text to Video with text-to-video-ms-1.7b Model
Given a text description about a scenario, the text-to-video-ms-1.7b will generate a video for you.
Who this course is for:
People who are curious about AI
People who wanna interact with AI Models
People who are interested in showcases of using AI models
People who wanna run AI Models on Google Colab

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Artificial Intelligence

Yu Li

Instructor's Courses

I have been a software developer since 2009. I enjoy creating software that solves problems and find teaching software development both exciting and challenging. I am particularly interested in development projects involving AI, IoT, robotics, and e-Learning.I look forward to connecting and networking with you as we explore the fascinating world of software development together.

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