Technical blog about Infrastructure, Kubernetes, AI, and more.
Control Stable Diffusion outputs through language vectors. We explain the mechanism for beginners and compare it with LoRA for better image control.
Learn how LoRA adds small layers to large models to achieve high performance while reducing computational costs. A brief introduction to the method.
Optimize asset allocation using the Black-Litterman Model. Learn to blend market data with investor views using Python and Bayesian approaches.
Calculate Mean-Variance Optimization and Efficient Frontiers using Python. A detailed guide covering theory and practical implementation for portfolios.
Construct optimal portfolios using Python. A step-by-step guide to calculating returns, risk, covariance, and building the Efficient Frontier.
Master Textual Inversion in Stable Diffusion using ComfyUI. This guide explains how to use embeddings for goblin-style outputs and improved negative prompts.
Explore the inner workings of Stable Diffusion, from basic diffusion concepts to Latent Diffusion Models (LDM) and the theoretical process.
Master the Capital Asset Pricing Model (CAPM). Learn basic concepts, calculation steps, and Python implementation with yfinance for modeling.
Master market portfolio concepts and calculation methods for efficient asset allocation. Learn about risk diversification, benchmarks, and weight calculation.
Maximize ChatGPT's potential with Custom Instructions. Learn how to automate prompts, set personas, and improve response accuracy with practical tips.
Generate videos using AnimateDiff with Stable Diffusion. We cover model roles, ComfyUI setup, and specific workflow steps for high-quality video.
Generate images with specific poses using ControlNet in ComfyUI. We explain the architecture and provide step-by-step instructions for beginners.
