Deploy Llama 2 70B on AWS Inferentia2 with Hugging Face Optimum
A technical guide on deploying Meta's Llama 2 70B large language model on AWS Inferentia2 hardware using Hugging Face Optimum and SageMaker.
A technical guide on deploying Meta's Llama 2 70B large language model on AWS Inferentia2 hardware using Hugging Face Optimum and SageMaker.
A guide to implementing server-side rendering (SSR) for Web Components in ASP.NET Core using Tag Helpers to improve performance and user experience.
A developer adds a line profiler to their custom programming language to measure and optimize performance directly in the terminal.
An overview of s6 and s6-rc, a suite of Unix service supervision and management tools, covering components like s6-log and s6-supervise.
C# 13 may allow the use of 'ref' and 'unsafe' in iterators and async methods, addressing current limitations with references and spans.
Explains two methods to create a used memory percentage metric for Windows Servers in Azure Monitor Log Analytics for effective alerting.
Explains how Kubernetes exposes metrics for monitoring, covering the Metrics API, Kubelet/cAdvisor, and different metric categories.
Explains how to use Azure OpenAI with your own data via Semantic Kernel, focusing on RAG and Azure AI Search integration.
A tutorial on building a budget-friendly digital display for announcements using a Raspberry Pi Zero 2 W and the MagicMirror software.
Kuto is a reverse JavaScript bundler that reuses cached code to make web updates smaller and faster, improving performance.
A developer documents their journey tackling the 'Billion Row Challenge' in Fortran, optimizing performance from over 2 minutes to under 6 seconds.
A technical analysis of aircraft flight routes using ADS-B telemetry data, Python, and GIS tools, focusing on a specific AirBaltic Airbus A220-300.
A list of essential Linux tools to pre-install for diagnosing performance issues and outages, including package names.
A look at the exciting developments in PHP for 2024, including the PHP Foundation's work, the FrankenPHP app server, and Laravel's growth.
An interview with the creators of Skip.tools, discussing their Swift-to-Kotlin transpiler for building native Android and iOS apps from a single SwiftUI codebase.
A tutorial on building a generative transformer model from scratch in Julia, trained on Shakespeare to create GPT-like text.
Redis has been renamed to Redict after a controversial license change, sparking a fork to preserve its open-source nature.
A developer explores efficient testing strategies for 109+ regex-based code highlighting patterns, moving from individual tests to data-driven approaches.
Explains the importance of factors in R for data analysis, covering when and how to convert strings to factors to avoid errors.
A developer recounts attending a Processing hack night, using Clojure and Quil to create generative art and sharing the resulting code.