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Building SyncBridge: When "Copy Here, Paste There" Gets an Upgrade 🚀

SyncBridge is a digital bridge between all your devices, allowing seamless copying and pasting.
SyncBridge offers real-time sync, smart device pairing, automatic conflict resolution, and end-to-end encryption.
The current status of SyncBridge is laying down the architecture and mapping out core features.
Next steps include building the real-time sync engine and sharing updates as SyncBridge grows.

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Dev

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How to run llama 405b bf16 with gh200s

Lambda labs has half-off GH200s right now to get more people used to the ARM tooling.
Llama 405b is about 750GB so you want about 10 96GB GPUS to run it.
We'll be putting the python environment and the model weights in the NFS.
You need torch, triton, and flash-attention.
We can speed up the model download by having each server download part.
Ray provides a dashboard (similar to nvidia-smi) at http://localhost:8265.
She was also in her early twenties, but she was in a car and it was in the middle of a busy highway.
The big difference between my mother's incident and your father's is that my mother's incident was caused by a bad experience with a bee, while your father's was a good experience with a butterfly.
I think you have a great point, though, that experiences in our lives shape who.
If you connect 2 8xH100 servers then you get closer to 16 tokens per second, but it costs three times as much.

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Dev

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Neuer: The End of Framework Slavery

Neuer is a lightweight, modular, and declarative alternative to bloated "micro-frameworks".
It eliminates the need for global reducers, prop drilling, and convoluted APIs.
Neuer allows each component to be self-governing, modular, and scoped.
It provides seamless integration with pure HTML, shadow DOM, and global styles.

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Medium

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Java’s ThreadLocal.withInitial() Method Explained

ThreadLocal provides thread-local variables unique to each thread that accesses them, meaning every thread holds an independent copy. This is particularly helpful in multithreaded environments.
The withInitial() method makes it easier to set up a default value for thread-local variables, which traditionally required the overriding of the initialValue() method.
The withInitial() method accepts a Supplier functional interface as its argument that is responsible for generating the default value for the thread-local variable.
The ThreadLocal.withInitial() method provides a flexible way to create and manage thread-local variables with default values.
Examples of thread-specific data include caching intermediate results within the thread, storing unique identifiers for logging, and providing each thread with its own instance of a random number generator.
Issues with ThreadLocal include memory leaks caused by failing to clear thread-local variables and mistakenly accessing a ThreadLocal variable across threads.
Edge case scenarios include an exception thrown by the supplier, frequent calls to get() and set() that may introduce overhead in performance-critical applications, and excessive memory consumption when storing large objects.
Alternative methods to ThreadLocal include sub-classing the Thread class, using synchronization mechanisms like locks, and relying on functional programming paradigms.
Evaluating the trade-offs between ThreadLocal and its alternatives can help in choosing the most suitable solution for an application's performance and data management needs.
The ThreadLocal.withInitial() method is a practical feature for managing thread-specific data in Java, promoting thread safety, and reducing complexity in concurrent applications.

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Medium

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Purchase Jiho’s breakout game token and connected chain token, X Hall of Flame.

Jiho, co-founder of Axie Infinity and Ronin, advises buying gaming ecosystems instead of just game tokens.
He suggests investing in the entire gaming ecosystem, including blockchain technology and the gaming community.
Buying into a gaming ecosystem allows for diversification and diluting the risk.
Investing in a thriving ecosystem can lead to increased value for each token and overall investment growth.

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Dev

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Server-side rendering without Next.js, Remix, Nuxt.js, etc.

Server-side rendering can be implemented without reworking the established architecture of a web project.
The HMPL module can be used for server-side rendering in any web project architecture.
The process involves requesting a web page, processing it on the server, generating HTML, and rendering it in the browser.
The method described is suitable when SEO is not a major concern.

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Dev

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Introducing LightUp: AI-Powered Annotations for the Web

Introducing LightUp: AI-Powered Annotations for the Web
LightUp is an AI-powered browser extension designed to help users stay focused and gain instant depth while browsing the web.
It provides explanations, summaries, analysis, and translations directly on the page being viewed.
LightUp will soon be available as an open-source project, inviting developers to contribute and improve the tool.

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Medium

The Age of AI Anxiety: When Progress Feels Like a Threat

The rapid pace of AI advancement is causing anxiety among developers.
AI tools are outperforming humans in problem-solving, leading to concerns about job security and professional identity.
The release of OpenAI's o3 showcases impressive capabilities, but also raises questions about the speed of change and adaptation.
Developers may need to reframe their relationship with AI and embrace it as an evolution of their toolkit.

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Medium

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The Israeli Economy: An Overview

Israel's GDP has shown steady growth, standing at $550 billion in 2024 with a high GDP per capita.
The country is known for its technology and innovation sector, with numerous startups and global impact.
Israel is a major exporter of technology, pharmaceuticals, and defense equipment.
Despite challenges like geopolitical risks and income inequality, Israel aims to transition to green energy and expand trade agreements.

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Dev

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Step-by-Step Guide: Running LLM Models with Ollama

Ollama is an open-source tool that allows you to run a Large Language Model (LLM) on your local machine.
Key features of Ollama include easy management of AI models, command line interface (CLI), and multi-platform support.
To use Ollama on different platforms, you need to download and install it based on your operating system.
You can install LLM models using Ollama's CLI by pulling or running the desired models.

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Medium

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Best Practices for Git Commit Strategies

Git commits are essential for version control and collaboration.
This article explores strategies to improve Git commit quality.
Clean and organized commits help understand code changes over time.
Timing commits well contributes to a meaningful commit history.

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Medium

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Data Visualization in Python: Unlocking Insights from Your Data

Matplotlib is the foundation of Python’s plotting ecosystem. It offers a wide range of plot types and high customizability.
Seaborn builds on Matplotlib and provides higher-level interfaces for statistical graphics, allowing for aesthetically pleasing plots.
Plotly is great for creating engaging and interactive plots that update in real time, making it suitable for web-based dashboards and presentations.
Data visualization in Python is essential as it helps convert complex information into intuitive visuals, enabling decision-makers to identify trends and correlations quickly.
Python is suitable for data visualization due to its rich ecosystem of plotting libraries, readability, extensive community support, and integration with data-focused libraries like pandas.

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Dev

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Stop Trying to Learn Everything -Focus on These 5 Key Skills Every Developer Needs

Focussing on certain skills not only enhances your confidence but also helps you advance your developer career.
Prioritize what solves difficulties in your current role instead of trying to learn every new tool and framework. Focus on the truly important skills will shift your approach to development
Don't try to learn everything, but instead learn how to learn. Instead of spending hours watching tutorials, focus on applying what you’ve learned. Concentrate on improving your ability to adapt and learn quickly.
Communication skills are as important as writing code. Communication helps teams avoid future hassles and understand purpose behind every code written.
Consistent small steps are more effective than rushing through everything. Consistency not only makes learning easier but if maintained, also helps relearn things with ease
Focus on problem-solving skills that go beyond trends and technologies instead of only focusing on learning new tools.
Being a great developer is not about remembering everything. It’s about knowing how to tackle a task and finding effective solutions to the issues.
Prioritize the appropriate abilities, learn with intention, and maintain consistency will establish a lasting foundation.
Developers need to stop chasing trends and work on what really matters. It is not important to remember everything, but how and where to find the answers when needed.

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Medium

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Sync Your Skin Routine: The Key to Radiant Skin

Understanding Your Skin Type: The first step in syncing your skin routine is to determine your skin type - oily, dry, combination, or sensitive. This will help you choose the right products for your skin.
Different routines for different skin types: Each skin type requires a specific skincare routine. For oily skin, light and non-acnegenic cosmetics are recommended, while dry skin needs fat-rich preparations. Having a consistent skincare routine is crucial.
Morning and evening skincare routine: A proper skincare routine involves washing, toning, and moisturizing your face in the morning and before bed. It is also important to apply sunscreen during the day to protect your skin.
Importance of cleansing and toning: Gently cleansing your skin in the morning removes accumulated impurities, while using toner helps maintain the skin's pH balance and prepares it for other skincare products.

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Dev

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Part 9: Exception Handling in C#

Exception handling is a fundamental part of developing robust and error-resilient applications. In this article, we'll explore how to manage errors and exceptions in C# effectively.
Common exceptions in C# include ArgumentNullException, InvalidOperationException, and FileNotFoundException.
Handling exceptions in C# involves using try, catch, and finally blocks. The try block contains code that may throw an exception, the catch block handles the exception, and the finally block executes cleanup code.
Best practices for exception handling include using specific exceptions, avoiding silent failures, not overusing exceptions, and using the finally block for cleanup.

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