Improving LoRA: Implementing Weight-Decomposed Low-Rank Adaptation (DoRA) from Scratch
A technical guide implementing DoRA, a new low-rank adaptation method for efficient model finetuning, from scratch in PyTorch.
A technical guide implementing DoRA, a new low-rank adaptation method for efficient model finetuning, from scratch in PyTorch.
Explores how AI impacts developer jobs, arguing that human language skills remain a key competitive advantage over AI coding tools.
Explains how Swift's inout parameters reduce code duplication, with examples from a real open-source project.
A guide to integrating Apple's Game Center into iOS apps and games, covering setup, benefits, and implementation with SpriteKit.
A curated newsletter issue covering mobile automation news, CI/CD guides, testing strategies, and tools for iOS, Android, Flutter, and React Native development.
Explores how larger platforms often have worse fraud, spam, and support issues compared to smaller, more curated services.
A guide to building flexible, reusable React components using polymorphic patterns with TypeScript for type safety.
A developer shares their experience and step-by-step process for migrating a blog from GatsbyJS to the Hugo static site generator.
A developer introduces a free, minimalist floating clock app for visionOS, detailing its features and future plans.
A developer details the technical process of typesetting and laying out a self-published book for web, EPUB, and print formats.
A quick guide on testing browser extensions locally in Chrome and Edge before publishing, including enabling Developer Mode.
Explains a performance optimization technique for checking multiple row existence in SQL using LIMIT clauses, with benchmarks across RDBMS.
A JavaScript tutorial explaining how to programmatically place the cursor at the end of a text field's value using setSelectionRange.
A bootstrapped founder shares lessons from his sixth year running TinyPilot, a remote computer control device that reached $997k revenue.
Explains the role and types of catalogs in Apache Flink SQL, comparing them to traditional RDBMS systems and highlighting their importance in data management.
A case study on implementing HTTP webhooks with Fastify on Firebase Functions, using Lemon Squeezy as a payment processor example.
A guide to running Stable Diffusion's AUTOMATIC1111 WebUI on Google Kubernetes Engine (GKE) Autopilot using a Google Deep Learning Container.
Learn how to sort Git branches by commit date instead of alphabetically using git branch --sort and global configuration.
A developer shares their challenging journey learning SwiftUI, comparing it to web frameworks and detailing the initial struggles and eventual breakthroughs.
A guide to creating unique art programmatically using Python, building custom tools from scratch without AI.