Search Results for: Diffusion Model

Table of Contents Exploring Oobabooga Text Generation Web UI: Installation, Features, and Fine-Tuning Llama Model with LoRA Introduction What’s in Store for You? Overview of Oobabooga Text Generation Web UI Interface Overview User Interaction Model Response Action Buttons Why Is…

Table of Contents Harnessing Power at the Edge: An Introduction to Local Large Language Models Introduction to Large Language Models (LLMs) What Are Large Language Models? Historical Context and Technological Evolution The Development of OpenAI’s Generative Pre-Trained Transformers Key Training…

Table of Contents Sharpen Your Vision: Super-Resolution of CCTV Images Using Hugging Face Diffusers Configuring Your Development Environment Problem Statement How Does Super-Resolution Solve This? State-of-the-Art Approaches Generative Adversarial Networks (GANs) Diffusion Models Implementing Diffusion-Based Upscaler Using Hugging Face 🤗…

Table of Contents Understanding Tasks in Diffusers: Part 3 Introduction Why Not Image-to-Image? ControlNet Models Configuring Your Development Environment Setup and Imports Installation Imports Utility Functions Canny ControlNet Setting Up Loading the Model Optimizing the Pipeline Image Generation Cleaning Up…

Table of Contents Step-by-Step Guide to Open-Source Implementation of Generative Fill: Part 2 Configuring Your Development Environment Need Help Configuring Your Development Environment? Implementation Essential Setup: Libraries and Imports for Generative Image Editing How to Prompt Language Models for Image…

Table of Contents Step-by-Step Guide to Open-Source Implementation of Generative Fill: Part 1 Understanding Open-Source Generative Fill Configuring Your Development Environment for Generative Fill Essential Setup and Imports Loading and Preparing Input Images for Editing Generating Captions for Image Understanding…

Table of Contents Understanding Tasks in Diffusers: Part 2 Configuring Your Development Environment What Is Inpainting? Setup and Imports Loading the Image and Masks An Inpainting Demo Blurring the Masked Area SDXL for Inpainting Preserving the Unmasked Area Pipeline Parameters…

Table of Contents Understanding Tasks in Diffusers: Part 1 Configuring Your Development Environment Setup and Imports Unconditional Image Generation Text-to-Image Generation Specifying Parameters Image-to-Image Generation Stable Diffusion XL (SDXL) Model A Closer Look at Pipeline Parameters Summary Citation Information Understanding…

Table of Contents Getting Started with Diffusers for Text-to-Image Introduction A Brief Primer on Diffusion Configuring Your Development Environment Need Help Configuring Your Development Environment? Setup and Imports Diffusers But What Is AutoPipeline? What Are Some Other Pipelines and Models?…