Hackernoon

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

What Is Encryption? Encryption is a method of turning data into an unusable form that can be made useful only by means of decryption. The purpose is to make data available solely to those who can decrypt it (i.e., make it usable). Typically, data needs to be encrypted to make sure it cannot be obtained … Read more

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

How are you, hacker? 🪐 What’s happening in tech today, January 4, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Zuck launched Facebook in his Harvard dorm room in 2004, World’s largest and deepest tunnel was opened in 2010, “Great Society” program aimed to eliminate poverty was launch … Read more

Table of Links Abstract and 1 Introduction 2 Background and 2.1 Transformer-Based Large Language Models 2.2 LLM Service & Autoregressive Generation 2.3 Batching Techniques for LLMs 3 Memory Challenges in LLM Serving 3.1 Memory Management in Existing Systems 4 Method and 4.1 PagedAttention 4.2 KV Cache Manager 4.3 Decoding with PagedAttention and vLLM 4.4 Application … Read more

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## The Crypto Industry is Overlooking a Critical Factor in Ensuring Its Success By @kategrizik [ 4 Min read ] To turn … Read more

“Everything in moderation, including moderation” – Oscar Wilde Imagine launching a blog that goes viral overnight, attracting millions of users. While you enjoy success, the risk of inappropriate material slipping through cracks grows. Content moderation is often taken for granted on digital platforms. However, behind the scenes, trust and safety teams work tirelessly to ensure … Read more

Why is visualization important ? “The greatest value of a picture is when it forces us to notice what we never expected to see.” – John W. Tukey Data visualization transcends the mere presentation of information; it transforms raw data into compelling narratives that unveil hidden patterns and unexpected insights. By translating complex data into … Read more

Binary classification is one of the most common machine learning tasks, encountered in numerous practical applications. However, in practice, the goal of such tasks often extends beyond simply predicting a class. What becomes much more important is the model’s ability to estimate the probability of an object belonging to one class or another. In other … Read more

It had been consecutive green candles for the past few months, with Bitcoin hitting an all-time high of over $100,000. While the spike in Bitcoin seemed too good to be true, analysts and crypto fund traders had long speculated about the bull run. But now, the candles are dropping! Should we hold onto our hopes … Read more

This article is copublished with The Oaklandside, a nonprofit newsroom that amplifies community voices, shares trustworthy information, and investigates systems, not symptoms for Oakland, Calif. Read on our collaborator’s site. Sonia Ohlala’s YouTube videos usually begin with a friendly greeting in Vietnamese. From the grandpas and grandmas out there, ông and bà, to the uncles … Read more

Let’s remember that an operating system (OS) is the main software on a computer or mobile device that manages all other software and hardware, like Windows on desktop or Android on mobile. It lets you run apps, organize files, and interact with the device, acting like a bridge between you and the machine to make … Read more

In the previous post of this focus, we replaced Philips Hue automation with the one from Home Assistant. One significant gap we noticed was that Home Assistant doesn’t automatically adjust the brightness according to the time of the day, a feature Philips Hue offers. In this post, we are going to address this gap. The … Read more

Are you ready to level up your skills as a developer in 2025? In this article, I show 10 books that will help you become a better programmer, enhance your coding practices, and improve your overall software engineering skills. Whether you’re a beginner or an experienced developer, these books cover essential topics like clean coding, debugging, system … Read more

Table of Links Abstract and 1 Introduction 2. Related Works 2.1. 2D Diffusion Models for 3D Generation 2.2. 3D Generative Models and 2.3. Multi-view Diffusion Models 3. Problem Formulation 3.1. Diffusion Models 3.2. The Distribution of 3D Assets 4. Method and 4.1. Consistent Multi-view Generation 4.2. Cross-Domain Diffusion 4.3. Textured Mesh Extraction 5. Experiments 5.1. … Read more

Breaking Changes in .NET Build Tools From 8.0.0 to 8.0.11 After upgrading to .NET 8.0.11, the build for some of my projects failed… 1 Problem description Build project settings all worked well somewhere around .NET 8.0.0. Later, with the upgrade of .NET runtime to later versions of .NET 8.0 and .NET 9.0 and an upgrade … Read more

Table of Links Abstract and 1 Introduction 2. Related Works 2.1. 2D Diffusion Models for 3D Generation 2.2. 3D Generative Models and 2.3. Multi-view Diffusion Models 3. Problem Formulation 3.1. Diffusion Models 3.2. The Distribution of 3D Assets 4. Method and 4.1. Consistent Multi-view Generation 4.2. Cross-Domain Diffusion 4.3. Textured Mesh Extraction 5. Experiments 5.1. … Read more

Table of Links Abstract and 1 Introduction 2. Related Works 2.1. 2D Diffusion Models for 3D Generation 2.2. 3D Generative Models and 2.3. Multi-view Diffusion Models 3. Problem Formulation 3.1. Diffusion Models 3.2. The Distribution of 3D Assets 4. Method and 4.1. Consistent Multi-view Generation 4.2. Cross-Domain Diffusion 4.3. Textured Mesh Extraction 5. Experiments 5.1. … Read more

Introduction The intelligent search results has become an absolute part of information retrieval in the digital world. Classic keyword-based search engines generally do not account for the actual user’s intent or context, leading to missed opportunity and lost revenue, for online companies. Alternatively, Hybrid Search which combines keyword-based and AI-driven semantic search enhances your existing … Read more

Dubai, United Arab Emirates, January 3rd, 2025/Chainwire/–Xenea, an EVM-compatible Layer 1 blockchain, has integrated decentralized storage to support dynamic data use cases, positioning itself as a robust infrastructure for the next era of Web3 applications. Guided by the vision of “Ideas Transcending Millennia,” Xenea focuses on long-term token and data storage solutions while enabling new … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

How are you, hacker? 🪐 What’s happening in tech today, January 3, 2025? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Alaska became the 49th US state in 1959, The first block of the Bitcoin blockchain was mined in 2009, Panama leader Manuel Noriega surrendered to US authorities in … Read more

Table of Links Abstract and 1 Introduction 2. Related Work 3. Method and 3.1. Architecture 3.2. Loss and 3.3. Implementation Details 4. Data Curation 4.1. Training Dataset 4.2. Evaluation Benchmark 5. Experiments and 5.1. Metrics 5.2. Baselines 5.3. Comparison to SOTA Methods 5.4. Qualitative Results and 5.5. Ablation Study 6. Limitations and Discussion 7. Conclusion … Read more

How are you, hacker? 🪐Want to know what’s trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Unpacking The Starknet Bolt Upgrade By @2077research [ 17 Min read ] Learn how the Starknet Bolt upgrade improves performance on … Read more

A proposed class-action lawsuit has been filed against the maker of family-tracking app Life360, alleging it sold users’ location data without permission. The federal suit was brought on behalf of a Florida minor and his family, who say they never would have used Life360 had they known about the data sales. They allege “unjust enrichment,” … Read more

Cloud computing has revolutionized the way companies scale and innovate, but cost control is one hurdle. According to Precedence Research, the cloud computing market size is going to increase to $1.6 trillion in 2030, which necessitates prioritizing cost optimizations as many organizations move to Cloud computing. In this guide, we will zero in on high-impact … Read more

Introduction The world is at the peak of a generative AI revolution. In just a few short years, artificial intelligence has redefined industries, rewritten the rules of global markets, and sparked unprecedented innovation. From billion-dollar valuations to groundbreaking technologies, it seems as though nothing can stand in its way. But every revolution casts a shadow. … Read more

1. Introduction For the past years, we’ve seen an increasing interest in using safe applications and making them as reactive as possible. For this, there are many technologies developed throughout the years, and today the most popular ones seem to be Spring WebFlux and Kotlin Coroutines. As I’ll show in this article, both technologies complement … Read more