Understanding Text to Image Models
Course Content
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What is Hugging Face
Datasets on Hugging Face Overview
Creating a Hugging Face Account and Token
Understanding Models and Spaces
Hugging Face Setup Online Options and Versions
Introduction to Transformers Library
Understanding how LLMs Work
Hugging Face Basics
LLMs Text Generation
NLP Pipelines
LLMs Text Tokenization and Probabilities
Introduction to Image Models Section
Understanding Image Data
Image Data with Python
Understanding Text to Image Models
Diffusion Models with Python
AutoPipeines with Diffusers
Understanding Video Models
Stable Video Diffusion
I2VGenXL
Introduction to Audio
Understanding Audio Data
Audio Generation
Audio Classification
Audio Data with Python
Audio Transcription
Introduction to Gradio Section
Gradio Components Part Two
Gradio Multiple Components and Layouts
Gradio Component Interactions
Gradio Interactions Part Two
Gradio Components and Layouts Part Two
Gradio Pipelines Integration
Gradio Components
Gradio Machine Learning GUI Example ML Integration
Gradio Styling and Themes
Gradio Errors Warnings and Info
Understanding Git vs GitHub
Configuring Git Note GitHub Specific
Installing Git
GitHub Profile
Private Repositories
Git Usage and Workflow
Git add and Commit
Git Remote Branch and Push
Creating and Cloning Repositories
Git Log
Git Fetch and Pull