How to scale LLM workloads to 20B+ with Amazon SageMaker using Hugging Face and PyTorch FSDP
A technical tutorial on fine-tuning a 20B+ parameter LLM using PyTorch FSDP and Hugging Face on Amazon SageMaker's multi-GPU infrastructure.
A technical tutorial on fine-tuning a 20B+ parameter LLM using PyTorch FSDP and Hugging Face on Amazon SageMaker's multi-GPU infrastructure.
A guide on integrating the Vite development server with ASP.NET Core applications to streamline frontend development workflows.
Chris Lattner's new language Mojo aims to dethrone Python in AI/ML by combining Python's usability with C's performance.
A developer discusses solving UI component flexibility using React Context and composition to handle optional/required field indicators.
A guide for developers to shed the 'Junior' title by shifting mindset and accelerating career growth through proactive learning.
Honeycomb's CEO discusses the company's 'boring technology culture' philosophy, distinguishing between formal organizational structure and informal team dynamics.
A summary of Day 2 of the Deep Dish Swift conference, covering talks on company struggles, Swift algorithms, modular architecture, mentorship, and Swift Playgrounds.
Explains a .NET Framework VerificationException when using readonly structs in partial trust environments and the underlying IL safety checks.
A collection of resources for improving website performance and reducing carbon emissions through efficient coding and caching practices.
A guide to setting up and integrating ESLint, Prettier, and TypeScript for static analysis and code quality in JavaScript/TypeScript projects.
FAQs on configuring ESLint, Prettier, and TypeScript together, explaining key packages and best practices for modern JavaScript/TypeScript development.
A summary of the first day of the Deep Dish Swift indie dev conference, covering talks on app development, subscriptions, and CI/CD automation.
A guide to verifying .NET dependency injection containers to catch missing registrations and captive dependencies at startup.
Explains how DNS-based service discovery works for CalDav and CardDav servers, simplifying client configuration for users.
Explains the Supercells algorithm for generating superpixels to improve segmentation of geospatial and satellite imagery.
Explores user interfaces for LLMs that minimize text chat, using clicks and user context for more intuitive interactions.
A macOS app that adds intuitive cut (Command+X) and paste (Command+V) functionality for moving files in Finder, replacing the default copy and move shortcuts.
Explores using Prolog for symbolic reasoning in data science, integrating it with Python for tasks like piecewise regression analysis.
A biweekly newsletter curating the latest news, tools, and best practices in mobile test automation, covering iOS, Android, and cross-platform development.