Fine-tune FLAN-T5 XL/XXL using DeepSpeed and Hugging Face Transformers
A technical guide on fine-tuning large FLAN-T5 models (XL/XXL) using DeepSpeed ZeRO and Hugging Face Transformers for efficient multi-GPU training.
A technical guide on fine-tuning large FLAN-T5 models (XL/XXL) using DeepSpeed ZeRO and Hugging Face Transformers for efficient multi-GPU training.
Analyzes a performance quirk in C#'s JsonSerializer when creating new JsonSerializerOptions instances, showing significant memory and speed penalties.
Part 3 of a series on widget architecture, focusing on automating in-app help documentation using Sourcery and custom Decodable implementations.
Explains how to execute asynchronous operations, like remote validation, when a value changes in a Blazor component, covering solutions up to .NET 7.
A guide to improving code reviews by focusing on constructive, non-personal feedback and providing clear, actionable comments.
Learn how to use C# 11's new Raw String Literals feature to generate TwiML (Twilio Markup Language) for handling SMS and voice calls in an ASP.NET Core application.
The author argues that using camel-cased CSS class names is superior to traditional kebab-cased BEM syntax for modern, modular CSS development.
A guide on integrating WebSockets into a Redux application using custom middleware for state management.
A review of the 1994 paper 'Distributed Reset' by Arora and Gouda, explaining a protocol for resetting all nodes in a distributed system to a common state.
A developer details debugging a SwiftUI widget crash caused by a CodableTextAttachment error when displaying images in text for just-released games.
Analyzes web technology market share data to show that popular JavaScript frameworks like React and Vue are used by a tiny minority compared to platforms like WordPress.
A guide to creating fake HTTP endpoints for UI prototyping using ASP.NET Core Minimal APIs and the Bogus library.
A guide to using color scales effectively and accessibly in data visualizations with the D3.js library, including practical examples.
Explores the limitations of RGB for generating colors and proposes using hue-based color spaces like HSL for creating aesthetically pleasing, algorithmically generated color palettes.
Container queries and container query units are now stable in all modern browsers, enabling responsive components based on parent element size.
A programmer's reflection on their six-week, self-directed learning experience at The Recurse Center, highlighting projects and community.
A crash course on backend development using Django and Django REST Framework, including a live coding example from a Python Frederick talk.
A guide for Azure developers on five practical VSCode techniques to transition from ARM Templates to Bicep for Infrastructure as Code.
A developer's real-world example of why website performance and progressive enhancement are critical, especially on slow networks.
A technical guide on extracting files from vintage Tatung Einstein disk images using flux-level imaging and analyzing disk geometry and file allocation tables.