Finetuning Large Language Models On A Single GPU Using Gradient Accumulation
Guide to finetuning large language models on a single GPU using gradient accumulation to overcome memory limitations.
Guide to finetuning large language models on a single GPU using gradient accumulation to overcome memory limitations.
Summary of Jason Cohen's talk on building profitable, bootstrapped software businesses with recurring revenue models.
A guide on managing the flood of AI and machine learning research, covering tools and strategies for prioritizing papers and news.
A developer works on a Python/Django SaaS project, solving an Exercism problem and adding a new model field to a homeschool app.
A developer argues that AI will augment, not replace, front-end developers, addressing fears about the future of the profession.
The popular web accessibility tool contrast-ratio.com has been transferred to new maintainers at Siege Media for future development.
An overview of Django's built-in session management system, explaining its security features and how to configure them for robust user data protection.
A developer tackles a Python set exercise, fixes a Django template bug, and improves type annotations in a SaaS application.
Explains that Django signals are synchronous and discusses their tradeoffs, including performance and debugging considerations.
A guide to using django-simple-history for tracking model changes and version control in Django projects.
A developer compares Django and Ruby on Rails for web development, discussing his choice and offering advice for learners.
A guide to 9 common pitfalls for beginner React developers, with examples and solutions to avoid frustration.
A tutorial on building a full-stack TypeScript application with end-to-end type safety using tRPC, React, and Node.js.
A guide on visualizing End-2-End test results using Bitbucket's API and Kotlin scripting to identify regressions and stability issues.
A summary of a live stream Q&A with Dan Abramov and Joe Savona discussing React Server Components, their benefits, and trade-offs.
Developer works on Python exercises, creates a custom 404 page for a Django app, and builds a GraphQL service with Go's gqlgen.
A guide to refactoring Rust code by introducing traits and custom types to handle optional and required HTTP headers more safely and expressively.
A guide to detecting and diagnosing Java thread leaks using JDK Flight Recorder events and SQL-based analysis with JFR Analytics.
Brendan Gregg's SREcon22 APAC keynote on the future of computing performance, covering new developments and predictions.
A guide to Linux server hardening covering security tools like Lynis and Docker Bench, plus OS and Docker security best practices.