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. Related Work 3. LLaVA-Phi and 3.1. Training 3.2. Qualitative Results 4. Experiments 5. Conclusion, Limitation, and Future Works and References Abstract In this paper, we introduce LLaVA-ϕ (LLaVA-Phi), an efficient multi-modal assistant that harnesses the power of the recently advanced small language model, Phi-2, to facilitate multi-modal … 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
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
How are you, hacker? 🪐 What’s happening in tech today, December 28, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, The US Signed the Endangered Species Act (ESA) in 1973, The First Commercial Movie Was Screened in Paris in 1895, The First American In-Vitro Fertilization Baby is Born … 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. ## How I Made $700 a Month With My Open-source Scheduling Tool By @nevodavid10 [ 3 Min read ] I built a … Read more
Hello everyone! I want to share my experience of developing an open-source library, talk about the process involved, and inspire you to create your own projects. Prehistory In the spring, while watching one of Yegor Bugaenko’s streams — I was inspired by the idea of open-source development. Yegor asserted that if you want to go … Read more
Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more
Table of Links Abstract and Introduction Preliminaries Overview Protocol 4.1 Efficient Option Transfer Protocol 4.2 Holder Collateral-Free Cross-Chain Options Security Analysis 5.1 Option Transfer Properties 5.2 Option Properties Implementation Related Work Conclusion and Discussion, and References A. Codes A.1 Robust and Efficient Transfer Protocol A.2 Holder Collateral-Free Cross-Chain Options B. Proofs B.1 Transfer Protocol Proofs … Read more
San Francisco, United States, December 27th, 2024/Chainwire/–HPL, an innovative start-up at the forefront of gaming and blockchain technology, is working to reshape the future of mobile gaming. By bridging the gap between traditional gaming and Web3 innovation, HPL Games seeks to deliver immersive mobile experiences with the power of blockchain-backed in-game currencies. HPL Games is … Read more
Table of Links Abstract and Introduction Preliminaries Overview Protocol 4.1 Efficient Option Transfer Protocol 4.2 Holder Collateral-Free Cross-Chain Options Security Analysis 5.1 Option Transfer Properties 5.2 Option Properties Implementation Related Work Conclusion and Discussion, and References A. Codes A.1 Robust and Efficient Transfer Protocol A.2 Holder Collateral-Free Cross-Chain Options B. Proofs B.1 Transfer Protocol Proofs … Read more
Los Angeles, United States, December 27th, 2024/Chainwire/–OPX Live is scheduled to launch this Saturday, December 28th, offering a unified platform that integrates token creation, trading, and streaming to support the evolving Creator Economy 2.0. To celebrate launch day, OPX Live will host a live Keynote Event on OPXLIVE.com, December 28th at 3 PM PST, where … Read more
Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more
Table of Links Abstract and Introduction Preliminaries Overview Protocol 4.1 Efficient Option Transfer Protocol 4.2 Holder Collateral-Free Cross-Chain Options Security Analysis 5.1 Option Transfer Properties 5.2 Option Properties Implementation Related Work Conclusion and Discussion, and References A. Codes A.1 Robust and Efficient Transfer Protocol A.2 Holder Collateral-Free Cross-Chain Options B. Proofs B.1 Transfer Protocol Proofs … Read more
Table of Links Abstract and 1. Introduction 2. Preliminaries and 2.1. Blind deconvolution 2.2. Quadratic neural networks 3. Methodology 3.1. Time domain quadratic convolutional filter 3.2. Superiority of cyclic features extraction by QCNN 3.3. Frequency domain linear filter with envelope spectrum objective function 3.4. Integral optimization with uncertainty-aware weighing scheme 4. Computational experiments 4.1. Experimental … Read more
If You’re So Smart, Why Aren’t You Happy? The true test of intelligence is getting what you want out of life. It’s not about IQ scores, academic accolades, or your ability to solve puzzles; it’s about consistently aligning your behaviour with your goals. Intelligence is a behaviour, and understanding this can transform your life. Introduction: … Read more
Designed by Freepik It makes sense that moving to a new city will cost you something valuable – leaving behind the people you’ve known and loved your entire life perhaps. For me, it was the biggest sacrifice I’ve made. When I was going through the process of relocating, I remember thinking “Damn, I won’t be … Read more
Technological advancement empowered by digitalization transforms the nature of work in ways humans could never have expected. Despite having existed for only a few years, advanced artificial intelligence is in a position to take over jobs, influence economies and shift entire markets. For better or worse, AI will have a global impact. What does that … Read more
CALIFORNIA, United States, December 27th, 2024, Chainwire Pepeto’s Social Media Presence Reaches New Milestone With a combined social media following of over 45,800 across platforms, the God of Frogs, Pepeto, is making a mark in the memecoin space. Across X (formerly Twitter), Instagram, YouTube, Telegram, and TikTok, Pepeto has cultivated a thriving and engaged community. … Read more
Global Business Services (GBS) consolidates and integrates operations across regions and functional areas, aiming to improve efficiency, reduce costs, and enhance service delivery. Covering finance, IT, customer service, and supply chain management, GBS enables companies to centralize processes and leverage shared expertise. In a globalized market, GBS has become a vital strategy for corporations seeking … Read more
Table of Links Abstract and Introduction Domain and Task 2.1. Data sources and complexity 2.2. Task definition Related Work 3.1. Text mining and NLP research overview 3.2. Text mining and NLP in industry use 3.3. Text mining and NLP for procurement 3.4. Conclusion from literature review Proposed Methodology 4.1. Domain knowledge 4.2. Content extraction 4.3. … Read more
How are you, hacker? 🪐 What’s happening in tech today, December 27, 2024? The HackerNoon Newsletter brings the HackerNoon homepage straight to your inbox. On this day, Charles Darwin Began His Voyage on HMS Beagle in 1831, Radio City Music Hall Opened Its Doors in 1932, Apollo 8 Returned To Earth in 1968, and we … Read more
A huge amount of crypto’s valuation is due to the extraordinary success of the decentralized finance (DeFi) industry. By leveraging the trustless and immutable nature of blockchains we have crafted different composable financial services that improve on traditional finance (TradFi) products. Today, we have stablecoins to rival global banking and foreign exchange; decentralized exchanges and … Read more
As we welcome 2025, let’s take a moment to celebrate the incredible stories that fueled our hacker minds in 2024! We’ve compiled a roundup of the most-used writing templates and tips that helped you refine your writing techniques. Let’s recap the key lessons from 2024 that we’ll carry into 2025. :::tip Pro-tip: There’s a little … Read more
Conservative figures estimate that there are over 300 million crypto traders in the world. When compared to the FX market, which has about 50 million traders and 128 currency pairs, the crypto market occupies a larger part of the rapidly evolving digital trading landscape. To bridge this market gap and harmonize digital trading experience, brokers … Read more
Historically, anarchist and libertarian ideologies have often been situated outside the traditional political spectrum due to their emphasis on individualism, direct action, anti-capitalism, and the pursuit of a stateless society. However, the emergence of American libertarianism, particularly its pro-capitalist free-market variant, has challenged this traditional alignment. Historically, there has been limited collaboration between left-libertarians and … Read more
PANAMA, Republic of Panama, December 27th, 2024/Chainwire/–Sentient AI, incubated by GameFi.org and partnered with Ape Terminal, Polkastarter, and ChainGPT, has closed its first funding period, securing a total raise of $1.5M. Sentient AI (SETAI) introduces an AI Agent capable of human-like thoughts and emotions. Serving as both a chatbot and personal assistant, it generates creative … Read more
Dec 26th, Panama -According to an announcement by a cryptocurrency exchange platform, Gate.io and Financial Services Agency of Japan (FSA) today, Gate Group has successfully acquired all issued shares of Coin Master Co., Ltd., a Japanese cryptocurrency service provider. The acquisition was carried out through Gate Information Pte. Ltd 「CEO: Lin Han」, a Singaporean entity, … Read more