In a significant move to enhance the compensation packages of its workforce, Amazon has announced an increase in the average total compensation for its fulfillment and transportation employees in the U.S. for 2025. Here’s a detailed look at what this change entails and how it will impact the lives of Amazon’s workers.

Amazon's 2025 Pay Raise for Workers: What You Need to Know

In a significant move to enhance employee compensation, Costco has announced a series of hourly pay increases for its workers, marking a substantial improvement in wages for hundreds of thousands of employees across the United States and Canada.

Costco Hourly Pay Raise in 2025: What You Need to Know

When you encounter issues with your HP printer or other HP devices, having access to reliable and prompt customer support can be a lifeline. Here’s a comprehensive guide on how to get in touch with HP customer support using their phone number and other helpful resources.

HP Customer Support Phone Number: Your Guide to Quick Help

The race to build the largest AI models is slowing. Companies and researchers are now shifting focus to smaller, more efficient large language models (LLMs). These models are agile, cost-effective, and often perform just as well in practical applications. This trend is making AI more scalable, sustainable, and accessible across industries.

Smaller AI Models Are Taking Over  

For companies looking to enhance their customer service, selecting the right platform is crucial. Salesforce Service Cloud has been a go-to solution for many businesses, offering a wide range of features and integration capabilities. Yet, for organizations aiming to optimize their customer service with cutting-edge technology, AskHandle presents a more powerful and cost-effective alternative. Here’s why AskHandle stands out compared to Salesforce Service Cloud.

Why AskHandle Is a More Powerful and Cost-Effective Choice Than Salesforce Service Cloud for Upgrading Customer Service

Filing taxes is a task that often requires expert guidance, and TurboTax customer support is ready to help. This guide will show you the most effective ways to reach TurboTax support representatives by phone and make the most of your support experience.

Simple Guide to Contact TurboTax Customer Support

Data labeling is a foundational process in the development of AI systems. It involves annotating raw data to make it understandable for AI algorithms. Whether it’s training a chatbot, enabling self-driving cars, or improving healthcare diagnostics, data labeling is a critical step that ensures AI systems can learn, reason, and make decisions effectively. This article explores what data labeling is, its importance in AI, and how it shapes the future of intelligent systems.

Fine-Tuning Large Language Models: A Comprehensive Guide

Node.js has become a popular platform for building scalable network applications. Its efficiency makes it a preferred choice for developers looking to work with JavaScript on the server side. For Windows users, installing Node.js can be made much simpler with Chocolatey, a package manager designed for easy software installation and management.

Installing Node.js with Chocolatey

D3 Node is a powerful tool that brings the popular D3.js library into the Node.js environment. D3.js is known for its ability to create dynamic and interactive graphics using web standards. With the help of D3 Node, developers can leverage these capabilities to generate visualizations on the server side, making data handling and reporting more efficient. This article will explore what D3 Node is, its features, and how it can be beneficial for developers.

Introduction to D3 Node

Fine-tuning GPT models gives you the ability to tailor their behavior to your specific needs, whether for customer service, technical support, or any other specialized task. This guide will walk you through the process of fine-tuning a model using OpenAI's platform, including how to prepare your data, upload it, and start the training process.

How to Fine-Tune GPT Models?

Toast is a popular point-of-sale system used by many restaurants and food businesses across the United States. When you need help with your Toast system, getting in touch with their customer support team should be straightforward and hassle-free.

Toast POS Support: Quick Guide to Customer Service

Getting in touch with Xfinity customer support should be simple and direct. This guide breaks down the contact numbers for different regions and explains what to expect when you call.

Quick Guide to Xfinity Customer Support Phone Numbers

Tesla owners and potential buyers in the USA need direct access to customer support for various concerns about their electric vehicles. This guide outlines all the ways to reach Tesla's support team through official channels.

Tesla Support Contact Guide for USA Customers

Getting in touch with Itero's customer support team doesn't have to be complicated. This guide walks you through the steps to reach their phone support and make the most of your call.

Simple Guide to Contact Itero Customer Support by Phone

Creating a robust environment for AI training using GPUs requires strategic data preparation. As organizations strive to harness the potential of artificial intelligence, the importance of data cannot be overstated. This guide focuses on how to appropriately set up data to ensure optimal performance during the training phase.

Setting Up Data for GPU-Based AI Training

Are you finding it difficult to install Node.js on your machine? You’re not alone. Many developers face challenges when trying to get this popular JavaScript runtime up and running, but don't worry! This article aims to guide you through the process, debunk common issues, and offer helpful tips for a smooth installation experience.

Struggling to Get Node.js? Here’s What You Need to Know

Fine-tuning OpenAI's models can help you customize the behavior of the model to better suit your specific use case. One common task when preparing data for fine-tuning is converting JSON data into a format known as JSONL. This format is particularly useful when working with OpenAI’s fine-tuning API because it stores each data entry as a single line, making the model training process more efficient.

How to Convert JSON to JSONL for OpenAI Fine-Tuning

In Next.js, the error message Hydration failed because the initial UI does not match what was rendered on the server is a frequent source of frustration, especially for developers working with components that depend on client-side behaviors or effects. This article will explain what this issue means, why it occurs, and provide strategies to avoid it in the future.

What is the "Hydration Failed" Error in Next.js and How to Avoid It

As the deadline of January 19 approaches, the future of TikTok, a social media platform with 170 million users in the United States, hangs in the balance. The U.S. government's push for TikTok's sale or ban has ignited a fierce debate over national security, data privacy, and free speech.

The Looming TikTok Ban: What You Need to Know

In a world overflowing with self-help advice and the pressure to always be positive, "The Subtle Art of Not Giving a F*ck" by Mark Manson cuts through the noise. This book offers a fresh perspective on how to approach life and find true happiness. With a mix of humor, straightforward honesty, and practical wisdom, Manson invites readers to reconsider what it means to care about the right things and let go of the trivial.

The Subtle Art of Not Giving a Fck: A New Path to a Fulfilling Life

The crypto world continues to grow quickly, with new projects appearing all the time. Picking the right coins to invest in can feel like trying to find a needle in a haystack. Many people look towards established cryptos like Bitcoin (BTC) and Ethereum (ETH), which are both good choices. For 2025, though, some other coins may have even more potential for growth. Let's take a look at five cryptos that could be the top players of 2025.

Top Cryptos to Watch in 2025

Artificial General Intelligence (AGI) represents a major milestone in the field of artificial intelligence. Unlike narrow AI, which excels in specific tasks, AGI is designed to understand, learn, and apply knowledge across a wide range of domains just like a human. As the development of AGI progresses, questions arise about what superintelligent systems will be able to accomplish and how that capability will influence human society.

The Future of Artificial General Intelligence: Capabilities and Impact

In today's software development arena, C# and Node.js have carved out their own niches, each providing distinct advantages. C# is a mature language predominantly used for building Windows applications, while Node.js supports JavaScript on the server side. This article explores how developers can blend C# with Node.js, enriching their applications with the strengths of both technologies.

The Power of C# in Node Applications

Using Node Package Manager (NPM) is a fundamental part of developing applications in JavaScript, and when combined with Azure’s capabilities, it brings forth a new level of functionality for developers. Azure NPM enables developers to seamlessly manage packages, integrate various services, and streamline their workflows in a cloud environment.

Managing Packages with Azure NPM

In today's web development environment, efficiency is key. As developers, we are always on the lookout for tools that simplify our workflow and enhance our productivity. One such tool is Browser Sync, a powerful tool that can drastically improve how we develop websites by synchronizing browser applications across multiple devices.

Streamline Your Development Process with Browser Sync

Node.js has taken the world of web development by storm, becoming a favorite among developers for building scalable and efficient applications. This JavaScript runtime allows developers to use JavaScript on the server side, making it easier to create fast and reliable network applications.

The Power of Node.js

TensorFlow.js brings machine learning capabilities to JavaScript developers, letting them create and run AI models directly in Node.js applications. Let me share my experience and insights about using TensorFlow.js in Node.js projects.

TensorFlow.js: AI Development for Node.js

Node.js changed how we write JavaScript code. In the past, JavaScript only worked in web browsers, but Node.js broke that limit. Now you can use JavaScript everywhere - from web servers to desktop apps.

Node.js: Your JavaScript Beyond Browsers

Node.js changed how we build applications. As a JavaScript runtime that runs outside browsers, it opened doors for developers to create fast and efficient server-side applications. Let me share my journey and insights about Node.js, which might help you become a better developer.

Practical Guide to Node.js: From Zero to Hero

As a developer who works with Node.js applications daily, I've found that running them in Kubernetes brings a new level of flexibility and scalability to my projects. Let me share my experiences and practical tips for getting your Node.js applications up and running in Kubernetes.

Running Node.js Apps in Kubernetes

WebSocket in Node-RED opens up a world of real-time communication options for your projects. I've spent countless hours working with this fantastic feature, and I want to share my hands-on experience to help you build better connected applications.

Making Node-RED WebSocket Work for You

Working with Node-RED and MongoDB creates a smooth way to handle data in your IoT projects. This combo lets you store and manage data without writing complex code. Let me share my experience and tips on connecting these two powerful tools.

Node-RED with MongoDB: A Practical Integration Guide

Building mobile apps can be overwhelming, especially when you need to create apps for both iOS and Android. React Native and Node.js together make this process straightforward and efficient. Let me share my experience and insights about this powerful combination.

React Native with Node.js: Building Cross-Platform Apps

Design patterns help developers write better and cleaner code. As a NodeJS developer, I've found these patterns super useful in my day-to-day work. Let me share some practical patterns that will make your NodeJS applications more maintainable and scalable.

NodeJS Design Patterns That Make Code Better

In a move that is set to significantly impact the lives of junior enlisted members of the U.S. military, the Senate has finalized plans for a substantial pay increase effective in 2025. This development comes as a welcome relief for many servicemembers who have been facing various financial challenges.

Junior Enlisted Pay Raise 2025: A Significant Boost for U.S. Military Personnel

When you invest in a Lenovo laptop or any other Lenovo product, you are not just buying a device; you are also gaining access to a robust support system and flexible return policies, especially during the holiday season. Here’s a comprehensive look at Lenovo’s customer support and holiday return policy to help you make the most of your purchase.

Lenovo Customer Support and Holiday Return Policy

Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions by interacting with an environment. It's all about trial and error, and getting better over time through feedback. The agent receives rewards for good actions and penalties for bad ones, and it uses this feedback to learn an optimal policy, which is a strategy for making the best decisions in any given situation.

What is Reinforcement Learning?

Supervised fine-tuning (SFT) is a critical process in the development and enhancement of AI models. It’s one of the most effective methods for teaching models to handle specific tasks and make more accurate predictions. Whether you are working with language models, image recognition systems, or other machine learning applications, SFT is at the heart of improving performance in a targeted manner.

Supervised Fine-Tuning (SFT): A Key Technique in AI Model Improvement

Open source large language models (LLMs) are a big topic these days. But what does it really mean, and why should anyone care? In short, it means that the code and sometimes the model weights of these powerful AI tools are made freely available for anyone to use, modify, and distribute. This contrasts with closed-source models where the underlying technology is kept secret and users are only allowed limited access. This shift has profound implications for the future of AI and technology in general.

Open Source LLMs: What's the Big Deal?

Are you a SaaS (Software as a Service) company looking to elevate your marketing efforts and reach a wider audience? If so, you might have considered partnering with a SaaS marketing agency. But what exactly can a SaaS marketing agency do for your business, and how can it benefit you in the long run?

How Can a SaaS Marketing Agency Help Your Business?

Large language models are powerful tools, but they need a lot of resources. Knowledge distillation compresses these large models into smaller ones that work on devices with limited power. It's like learning from a wise teacher and then summarizing that knowledge into a smaller, easy-to-use notebook.

AI Distillation: Making Big Brains Smaller

AI, particularly large language models (LLMs), can perform tasks previously thought to need human-level intelligence. One capability that makes LLMs useful is their ability to reason. But what does this mean for a machine, and how do we know if it's doing it well? This article will explore the idea of reasoning in the context of LLMs, touch on how we can evaluate it, and provide some simple examples to make the concepts clear.

What is AI reasoning?

Large language models (LLMs) are powerful tools that can generate text, translate languages, and answer questions. But how do these models work with words? The secret lies in something called "tokens". This article will explain what tokens are and how they are used in the world of AI.

What is a Prompt for a Large Language Model?

What Are Tokens in Large Language Models?

Fine-tuning a pre-trained model is a popular method in machine learning. It allows us to adapt a model, already skilled in a broad area, to a specific task with limited data. A very important part of this process is watching the training loss. This value shows us how well our model is learning, and it guides us toward a better final result.

What Is the Training Loss in Fine-Tuning?

Fine-tuning large language models has become a hot topic in the field of artificial intelligence. This process enhances the model’s performance on specific tasks or in particular domains, making it a vital part of deploying AI effectively. In this article, we will explore what LLM fine-tuning is, why it is necessary, and how it can be used across various industries.

What is LLM Fine-Tuning

Artificial intelligence is rapidly changing many parts of our lives, from enhancing productivity to transforming industries. But powering these advanced systems requires significant amounts of energy. This raises an important question: does the quest for cheaper energy play a central role in AI development? And if energy becomes cheaper, does it automatically lower the cost of training complex AI models?

Is AI a Cheap Energy Play? How Energy Costs Affect AI Training

Large language models (LLMs) have changed how we interact with computers. They can write poems, answer questions, and even generate code. But, sometimes, a general-purpose LLM isn’t enough. This is where fine-tuning comes into play. Fine-tuning involves taking a pre-trained LLM and training it further on a specific set of data. This process creates an LLM that excels at a specific task. Think of it like training a general athlete to become a specialist in one sport. The base training provides the foundation, and fine-tuning sharpens the skills for a specific purpose. The advantage gained from fine-tuning is considerable, giving very specific outputs.

What Are the Advantages of Using Fine-Tuned LLMs?

Large language models like Llama have become very popular tools for creating text, translating languages, and many other things. These powerful models are trained on huge collections of text, giving them a general knowledge of language. But what if you want Llama to be really good at a specific task, like answering customer service questions or writing code in a certain style? That's where fine-tuning comes in.

What Does Fine-tuning a Large Language Model Like Llama Mean?

In the modern world of software development, the integration of Artificial Intelligence (AI) has transformed the way coders approach their tasks. AI-powered tools are no longer a novelty but a practical aid that can significantly enhance coding productivity and efficiency. Here’s why you should consider using AI for some of your simple coding jobs, along with its strengths and weaknesses.

Using AI for Simple Coding Jobs: Strengths and Weaknesses

Fine-tuning and prompt engineering are two powerful techniques for improving the performance of AI models, especially when working with systems like OpenAI’s GPT. Both approaches allow you to make the model better suited to your specific needs, but they work in different ways and come with their own sets of advantages and challenges. In this article, we will compare the two techniques to help you decide which one is best suited for your project.

Fine-Tuning vs Prompt Engineering: Which Approach Is Better?

Google Vertex AI is a comprehensive platform designed to help developers, data scientists, and businesses build, deploy, and manage machine learning and artificial intelligence models with ease. Here’s a detailed guide on what Vertex AI is and how you can start using it.

Getting Started with Google Vertex AI

The European Union's Artificial Intelligence (AI) Act, which came into force on August 1, 2024, marks a significant milestone in the regulation of artificial intelligence. This comprehensive legislation is the world's first to establish a robust framework for AI development and deployment, ensuring that technological advancements align with societal values and human rights.

EU AI Act: A New Era in AI Governance

Large Language Models are a fascinating aspect of AI. They are powerful systems capable of processing, analyzing, and generating human-like text. These models can perform various tasks, making them a versatile tool in modern technology. In this article, we'll explore what a large language model is, whether it is considered AI, what it consists of, what it can do, and how it is made.

What is a Large Language Model?

Mornings can set the tone for the entire day. The way you start your morning can greatly influence your mood, productivity, and overall well-being. Here are ten practical tips to help you take charge of your mornings and uplift your life.

10 Tips to Own Your Morning and Elevate Your Life

In today's online world, security is a key concern for anyone who manages a website or an application. One often overlooked but crucial HTTP header is `X-Content-Type-Options`, specifically the `nosniff` directive. This article will explore what `secure_content_type_nosniff` is and why it is important to have it set to true.

The Importance of secure_content_type_nosniff

In the ever-evolving world of professional networking, showcasing your career advancements on LinkedIn is crucial for maintaining a strong online presence. Here’s a step-by-step guide on how to add and effectively highlight a promotion on your LinkedIn profile.

How to Add and Showcase a Promotion on LinkedIn

The Open Web Application Security Project (OWASP) is a nonprofit organization focused on improving the security of software through community-driven open-source projects, knowledge sharing, and educational resources. OWASP is widely recognized as one of the leading authorities on web application security and has produced many best practices, tools, and resources that are used by developers, security professionals, and organizations around the world.

What is Open Web Application Security Project (OWASP)

The rise of AI is changing how we work. Some believe it will improve our jobs, while others worry it will eliminate them. The truth is likely more complex than a simple "yes" or "no." It's beneficial to look at both the potential positives and negatives of AI on the working world.

AI: Friend or Foe for Workers?

In the world of online security, two prominent protocols often come up in conversations: SAML and OAuth. While both are used for facilitating secure exchanges of information, they serve different purposes and operate in distinct ways. This article will break down the key differences between SAML and OAuth, making it easy for you to grasp their unique functions and applications.

The Difference Between SAML and OAuth

The way we find information online is changing rapidly. Artificial intelligence (AI) is becoming a bigger part of our everyday lives, and it's now poised to significantly alter how we use search engines. Will this mean the end of traditional internet search as we know it? Let's look into the possibilities.

Will AI Signal the End of Internet Search?

As the New Year approaches, many of us feel a sense of excitement and the urge to make positive changes in our lives. Whether you want to improve your health, boost your career, or enhance your relationships, this is the perfect time to set goals and embrace the new you. Here are ten practical tips to guide you through this process and ensure that your transformation sticks.

10 Tips for Becoming a New You This New Year

Many discussions about AI focus on job losses. A common worry is that AI will replace human workers, particularly those in lower-paying jobs. But what if that fear is completely backwards? What if AI, instead of lowering wages, actually pushes minimum wages higher and gives more power to workers? It might sound strange, but the idea has merit and it is worth exploring.

AI: The Unexpected Minimum Wage Booster

In the world of artificial intelligence, particularly in the domain of large language models (LLMs), there has been significant research into how these models process and generate human-like language. One interesting approach that has garnered attention is the concept of GSM-Symbolic, a method that transforms questions into madlib-style templates to test the limits of LLMs.

The AskHandle Blog

What is Reinforcement Learning?