Sun.Sep 15, 2024

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A Comprehensive Guide to Fine-Tune Open-Source LLMs Using Lamini

Analytics Vidhya

Introduction Recently, with the rise of large language models and AI, we have seen innumerable advancements in natural language processing. Models in domains like text, code, and image/video generation have archived human-like reasoning and performance. These models perform exceptionally well in general knowledge-based questions. Models like GPT-4o, Llama 2, Claude, and Gemini are trained on publicly […] The post A Comprehensive Guide to Fine-Tune Open-Source LLMs Using Lamini appeared fir

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Data Engineering Vault: A 1000 Node Second Brain for DE Knowledge

Hacker News

Welcome to the Data Engineering Vault an integral part of my Second Brain. It’s a curated network of data engineering knowledge, designed to facilitate exploration and discovery.

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How to Build Games with OpenAI o1?

Analytics Vidhya

Introduction The OpenAI o1 model family significantly advances reasoning power and economic performance, especially in science, coding, and problem-solving. OpenAI’s goal is to create ever-more-advanced AI, and o1 models are an advancement over GPT-4 in terms of performance and safety. This article will explain how to build games with OpenAI o1, such as Brick Breaker […] The post How to Build Games with OpenAI o1?

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How to Lead Your Team When the House Is on Fire

Hacker News

Wartime can be extremely demanding for Engineering Managers. But by ruthlessly focusing on delivery, building a resilient team, investing in individuals, and maintaining their own strength, an EM can lead their people to not just survive but thrive under pressure.

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How To Align Product Management And Supply Chain Operations For Successful Product Launches

Speaker: Shalini Dinesh

Effective cross-functional collaboration and communication heavily influence product launch success. Research shows that as many as 70% of product launches fail due to inadequate coordination among stakeholders, including supply chain, product management, legal, marketing, and change control teams (Gartner, 2022). The 2023 Supply Chain Insights Report highlights that 60% of supply chain disruptions are caused by poor communication and misalignment among cross-functional teams.

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Reimagining a workspace

Dataconomy

Today’s office is a blend of old and new, local and remote, young and experienced. Yet, success isn’t far-fetched when grounded in key principles. Language first Communication is a delicate art. It’s not just what we say but how we understand each other. In a diverse workspace , empathy and clarity become the bedrock of productivity. This means actively listening, simplifying complex ideas, and ensuring all voices are heard and valued.

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Paraguay Loves Mickey, the Cartoon Mouse. Disney Doesn't

Hacker News

Mickey, a homegrown food-packaging company, is famous for facing down Disney in Paraguay’s Supreme Court. As the family business turns 90, why is it still so popular?

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How to Make Millions as a Professional Whistleblower

Hacker News

A little-known provision in US law permits anyone to blow the whistle on financial fraud—and potentially take home a percentage of the funds collected. One undercover sleuth has made a wild career out of it.

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What is DALL-E 2? Features, Benefits and Applications

Pickl AI

Summary: DALL-E 2 is an AI-powered model by OpenAI that creates high-resolution images from text prompts. Its advanced features, like inpainting and flexible image generation, revolutionise visual content creation. Learn to use DALL-E 2 effectively and explore its diverse marketing, design, and media applications. Introduction DALL-E 2, an advanced image generation model by OpenAI, transforms textual descriptions into high-quality images with remarkable creativity.

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European Consumer Organization goes after publishers for their in-game currency

Hacker News

European Consumer Organization (BEUC) has called on the European Commission to deal with various game publishers, that the BEUC claim are breaching EU consumer protection laws.

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How GitLab uses spaCy to analyze support tickets and empower their community

Explosion

A case study on GitLab’s large-scale NLP pipelines for extracting actionable insights from support tickets and usage questions.

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Building Your BI Strategy: How to Choose a Solution That Scales and Delivers

Speaker: Evelyn Chou

Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.

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Linux dev swatted and handcuffed live during a development video stream

Hacker News

René Rebe, a 25-year Free and Open Source Software developer, was swatted live in the middle of a development stream.

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Youth Mental Health: Automated Abstraction Benchmark

DrivenData Labs

Processing mental health narratives with open-source LLMs ¶ Welcome to the benchmark notebook for the Automated Abstraction track of Youth Mental Health Narratives challenge. For access to the data used in this benchmark notebook, sign up for the competition here. Background ¶ The National Violent Death Reporting System (NVDRS) is a dataset maintained by the Center for Disease Control's Center for Injury Prevention and Control that contains narratives from law enforcement, coroner/medi

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Mastering Null Semantics: Translating SQL Expressions to OpenSearch DSL

Hacker News

Working at Coralogix, a leading full-stack observability platform, I recently faced an interesting challenge. The team I am part of is building the DataPrime query language.

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Siamese Neural Network in Deep Learning: Features and Architecture

Pickl AI

Summary: Siamese Neural Networks use twin subnetworks to compare pairs of inputs and measure their similarity. They are effective in face recognition, image similarity, and one-shot learning but face challenges like high computational costs and data imbalance. Introduction Neural networks form the backbone of Deep Learning , allowing machines to learn from data by mimicking the human brain’s structure.

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How To Set Up Innovation So That It Aligns With And Enables Corporate Strategy

Speaker: Paul Heller

Most innovation work proceeds independently from company strategy. As a result, the products that arrive in the market are not well aligned with the company’s goals. This challenge is particularly significant in organizations with transformation-oriented strategies, where innovation must directly support growth, scalability, and strategic pivots. In this session, we will discuss why innovation in large companies is so often not aligned with the company’s strategy and what innovation leaders, pro

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Compression Dictionary Transport

Hacker News

This document specifies a mechanism for dictionary-based compression in the Hypertext Transfer Protocol (HTTP). By utilizing this technique, clients and servers can reduce the size of transmitted data, leading to improved performance and reduced bandwidth consumption. This document extends existing HTTP compression methods and provides guidelines for the delivery and use of compression dictionaries within the HTTP protocol.

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NASA Mission Gets Its First Snapshot of Polar Heat Emissions

Hacker News

The PREFIRE mission will help develop a more detailed understanding of how much heat the Arctic and Antarctica radiate into space and how this influences global climate.

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Diesel shop fined $10M for making and selling Emissions Defeat Devices

Hacker News

The United States federal government has made it clear: Violate the Clean Air Act and you’ll be in big trouble.

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Data center emissions likely 662% higher than big tech claims. Can it keep up the ruse?

Hacker News

Emissions from in-house data centers of Google, Microsoft, Meta and Apple may be 7.62 times higher than official tally Big tech has made some big claims about greenhouse gas emissions in recent years. But as the rise of artificial intelligence creates ever bigger energy demands, it’s getting hard for the industry to hide the true costs of the data centers powering the tech revolution.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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How to Succeed in Mrbeast Production (Leaked PDF)

Hacker News

Whether or not you enjoy MrBeast’s format of YouTube videos (here’s [a 2022 Rolling Stone profile]([link] if you’re unfamiliar), this leaked onboarding document for new members of his production company …

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D&D is Anti-Medieval

Hacker News

You can be forgiven for thinking that OD&D is a medieval European fantasy game. After all, Gary Gygax himself says so.

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Bluesky Reaches 10M Accounts

Hacker News

If you're reading this, you're one of the first 10 million users on Bluesky! Se você está lendo isso, você é um dos primeiros 10 milhões de usuários do Bluesky!

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Learn Git Branching

Hacker News

An interactive Git visualization tool to educate and challenge!

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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What Researchers Learned from the Oldest Cookbook

Hacker News

The identity of the world’s earliest cookbook has long been a subject of debate—and depends a lot on what you consider a cookbook. Some scholars would say.

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Turning Disposable Vapes into a Fast Charge Power Bank

Hacker News

Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.

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Satellite Imagery of Every Outdoor Basketball Court in the USA

Hacker News

Explore Satellite Imagery of 59,507 Basketball Courts

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A (More) Modern CSS Reset

Hacker News

I wrote “A Modern CSS Reset” almost 4 years ago and, yeh, it’s not aged overly well. I spotted it being linked up again a few days ago and thought it’s probably a good idea to publish an updated version.

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What Is Entity Resolution? How It Works & Why It Matters

Entity Resolution Sometimes referred to as data matching or fuzzy matching, entity resolution, is critical for data quality, analytics, graph visualization and AI. Learn what entity resolution is, why it matters, how it works and its benefits. Advanced entity resolution using AI is crucial because it efficiently and easily solves many of today’s data quality and analytics problems.

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Michigan Micro Mote (M3) makes history as the smallest computer (2015)

Hacker News

A brief history of what led to the technical feat known as the Michigan Micro Mote, a tiny speck of a computer that does it all.

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Human drivers keep rear-ending Waymos

Hacker News

We took a close look at the 23 most serious Waymo crashes.

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Randomness extractors: making fair coins out of biased coins

Hacker News

I discuss various models of biased bit sequences, and how to extract uniform random (or close to it) output bit sequences from them, illustrated with Python code.

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Linux market share approaching 4.5% for first time, could hit 5% by 1Q25

Hacker News

Linux is an increasingly popular alternative to Windows and macOS.

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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.