AI & Creativity
4 min read
Stable Diffusion Speedup: LoRA for Turbo, Lightning, LCM, Hyper
Summary of LoRA models for faster inference in Stable Diffusion. Comparing Turbo, Lightning, LCM, and Hyper methods for optimal speedup.
Otama's Playground - Page 6
Technical blog about Infrastructure, Kubernetes, AI, and more.
Series
AI & Creativity
2 min read
Image Generation AI with ComfyUI: Face Detailer Edition
Series: comfyui-image-guide
Fix collapsed faces in AI images with Face Detailer for ComfyUI. Learn how to install and use the Impact Pack workflow effectively for high-quality results.
Series
AI & Creativity
2 min read
Image Generation AI with ComfyUI: InstantID Edition
Series: comfyui-image-guide
Fix person's face using InstantID with ComfyUI. This guide covers setup, necessary models, and generating consistent faces from reference images.
AI & Creativity
3 min read
Kolors: StableDiffusion Derivative for Better Prompts in ComfyUI
Kolors is a StableDiffusion derivative with enhanced sentence understanding. Learn how to try Kolors with ComfyUI and view our generation results.
AI & Creativity
2 min read
Real-Time Image Generation from Scribbles with ComfyUI
Reproduce real-time scribble-to-image conversion locally using ComfyUI. We explain procedures, extensions, and model settings in detail.
AI & Creativity
2 min read
Generate Images from Scribbles with Krita & StableDiffusion
Master real-time AI image generation using the Krita Stable Diffusion plugin. Learn how to transform simple scribbles into high-quality AI art with this guide.
Series
AI & Creativity
2 min read
Video Frame Rate Enhancement: RIFE and its Architecture
Series: stable-diffusion-survey
RIFE uses deep learning to improve video frame rates. This article provides a brief overview of the technology and its underlying architecture.
Series
AI & Creativity
3 min read
Vid2Vid with ComfyUI: AnimateDiff, ControlNet, and FaceID
Series: comfyui-video-guide
Learn to perform professional Vid2Vid generation with ComfyUI. This guide covers complex workflows involving AnimateDiff, ControlNet, and IPAdapter FaceID.
Series
Finance & Markets
4 min read
Risk Management: Overview and Calculation of VaR and CVaR
Series: portfolio-construction-guide
Critical overview of VaR and CVaR for investment risk management. Learn how to evaluate and use these indices to manage potential losses effectively.
Series
AI & Creativity
3 min read
Stable Diffusion 3: Image Generation Guide with ComfyUI
Series: comfyui-image-guide
Step-by-step guide to generating images with SD3 using ComfyUI. Covers model setup, workflow imports, and actual usage results.
Series
AI & Creativity
5 min read
Stable Diffusion 3 Paper: Moving Beyond UNet to DiT Architecture
Series: stable-diffusion-survey
Dive into the Stable Diffusion 3 (SD3) research paper. Learn about the shift to MM-DiT architecture, new text encoders, and improvements in txt2img performance.
Series
AI & Creativity
3 min read
StabilityMatrix Guide: Manage Stable Diffusion Tools Efficiently
Series: stable-diffusion-survey
Install and configure ComfyUI using StabilityMatrix. We cover model management, installation steps, and shared user impressions.