Vulkan Tutorial Read Digest
https://docs.vulkan.org/tutorial/latest
[LoRA Dataset Instruction] Maintain Characteristic Features
These are attributes that must never change across all generations:
[LoRA Dataset Instruction] Captioning Guide
This is written as a clear checklist, designed for humans and AI agents to follow exactly.
[FLUX.2] LoRA Training
https://huggingface.co/Comfy-Org/flux2-dev
[Instant NGP Code Digest - A First Principle Perspective] PCG: Permuted Congruential Generator
What is PCG (Permuted Congruential Generator) and how to implement it from scratch?
[Instant NGP Code Digest - A First Principle Perspective] CDF: Cumulative Distribution Function
The cumulative distribution function (CDF) of a real-valued random variable X is the function given by:[1]
[Instant NGP Code Digest - A First Principle Perspective] Core Training Pipeline
In this article, we’re going to untangle the core training pipeline, in a first-principle manner, and finally rewrite a clean, tidy, modern, and easy-to-understand version, and achieve better performance.