Fine-Tune and Evaluate LLMs in 2024 with Amazon SageMaker
A technical guide on fine-tuning and evaluating open-source Large Language Models (LLMs) using Amazon SageMaker and Hugging Face libraries.
A technical guide on fine-tuning and evaluating open-source Large Language Models (LLMs) using Amazon SageMaker and Hugging Face libraries.
Explores no-class CSS frameworks like MVP.CSS, which style semantic HTML without extra classes for faster, cleaner web development.
Explores different mental models for understanding JavaScript, emphasizing the importance of upgrading rather than replacing your existing knowledge.
A guide to using Apache Flink's SQL Gateway REST API for submitting and managing SQL jobs, including practical examples with Postman and HTTPie.
A beginner's guide to Git and GitHub, covering basic concepts, terminology, and initial setup for version control.
A deep dive into the .NET DiagnosticSource and DiagnosticListener APIs, exploring their design and implementation details.
Overview of bUnit v2, a major update to the Blazor unit testing library, covering new features, breaking changes, and API refinements.
Explores how comprehensive testing enables the 'Four Rules of Simple Design,' focusing on how tests support change, intention, and duplication removal.
A software engineer shares strategies for onboarding to a new database team, focusing on build processes, documentation, and initial code contributions.
A tutorial on using the kr8s Python library to manage and automate Kubernetes resources, covering setup, creation, and listing.
Explores using RxSwift and Clean Architecture to improve Apple Pay integration in iOS apps, moving from delegates to reactive delegate proxies.
A guide to automating the build and deployment of Swift Package DocC documentation to GitHub Pages using GitHub Actions.
Explores the strategic reasons companies build web browsers, focusing on the 'Web as Platform' approach and its impact on the tech ecosystem.
A guide to using npm pack for testing local package dependencies, offering a more reliable alternative to npm link.
Explains why using Data URLs in glTF 3D models harms performance and recommends better packaging methods for real-time applications.
Blog post about the new eBPF documentary, which tells the story of how the revolutionary Linux kernel technology was developed and accepted.
Explores the balanced use of AI coding tools like GitHub Copilot, discussing benefits, risks of hallucinations, and best practices for developers.
Explains why Dremio is a top platform for Apache Iceberg lakehouses, highlighting features like dataset promotion and data reflections.
Explains statistical methods for estimating means in small domains or subpopulations, focusing on smoothing direct estimates using models like Fay-Herriot.
Discusses the retirement of Azure's default outbound access for VMs in 2025, explaining the security reasons and urging preparation.