Sun.May 05, 2024

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LLMs Exposed: Are They Just Cheating on Math Tests?

Analytics Vidhya

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. These models are designed to process and understand human language, enabling them to perform tasks such as question answering, language translation, and text generation. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

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More Prompting Techniques for Stable Diffusion

Machine Learning Mastery

The image diffusion model, in its simplest form, generates an image from the prompt. The prompt can be a text prompt or an image as long as a suitable encoder is available to convert it into a tensor that the model can use as a condition to guide the generation process. Text prompts are probably […] The post More Prompting Techniques for Stable Diffusion appeared first on MachineLearningMastery.com.

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Is Coding Dead? Google’s CodeGemma 1.1 7B Explained

Analytics Vidhya

Introduction CodeGemma 7B is a specialized open code model built on top of Gemma, a family of language models developed by Google DeepMind. It is designed for a variety of code and natural language generation tasks. The 7B model is part of the Gemma family and is further trained on more than 500 billion tokens […] The post Is Coding Dead? Google’s CodeGemma 1.1 7B Explained appeared first on Analytics Vidhya.

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MIT abandons use of DEI statements

Hacker News

DEI statements are affirmations made when you're applying for college admission, university jobs, or even science-society grants, recounting to the authorities your philosophy of "diversity, equity, and inclusion," your history of DEI activities, and how you will implement DEI initiatives if you get the admission/job/grant.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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30 Quick Numpy Tips and Tricks for Beginners

Analytics Vidhya

Introduction This guide focuses on mastering Python and NumPy, a powerful library for numerical computing. It offers 30 tips and tricks to enhance coding skills, covering foundational matrix operations and advanced statistical analysis techniques. Practical examples accompany each tip, allowing users to navigate complex data manipulations and scientific computations.

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Giant Compressed-Air Battery in the Australian Outback

Hacker News

Hydrostor, a leader in compressed air energy storage, aims to break ground on its first large-scale plant in New South Wales by the end of this year. It wants to follow that with an even bigger facility in California.

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How LLMs Work, Explained Without Math – Miguel Grinberg

Hacker News

I'm sure you agree that it has become impossible to ignore Generative AI (GenAI), as we are constantly bombarded with mainstream news about Large Language Models (LLMs).

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Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models

Machine Learning Research at Apple

Vision Foundation Models (VFMs) pretrained on massive datasets exhibit impressive performance on various downstream tasks, especially with limited labeled target data. However, due to their high inference compute cost, these models cannot be deployed for many real-world applications. Motivated by this, we ask the following important question, "How can we leverage the knowledge from a large VFM to train a small task-specific model for a new target task with limited labeled training data?

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Recruiters Are Going Analog to Fight the AI Application Overload

Hacker News

Indeed and LinkedIn are incorporating more generative AI to improve the recruiting and job-hunting processes. Some recruiters are still unconvinced.

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Gen AI Helps Developers Automate Writing Coding

Smart Data Collective

Automate coding tasks with Gen AI - the ultimate tool for developers to streamline writing and enhance productivity.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Remnants of a Legendary Typeface Have Been Rescued from the River Thames

Hacker News

The Doves typeface was thrown into the water a century ago, following a dispute between its creators. Pieces of it are now on show in London.

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Sending Emails to my 3-year-old - How I'm using email and timecapsules as a fun legacy for my son to find

Christian Haschek

In 2020 just in between two lockdowns, my wife gave birth to our son Linus. I'm not going to des.

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Rabbit R1 can be run on a Android device

Hacker News

Rabbit recently said their AI service can only be accessed on the R1 with its “very bespoke AOSP” firmware, but that isn’t true.

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A local YouTube Q&A Engine using Llama.cpp and Microsoft Phi-3-Mini

Towards AI

Last Updated on May 7, 2024 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. The cheapest and easiest way for Video Question AnsweringImage by ChatGPT In my last blog about Microsoft-Phi-3-Mini, I discussed how Small language models (SLMs) like the Phi-3-Mini help with quick experimentations on a user’s local machine. In this blog, we’ll look at how we can prototype a VideoQA engine that runs locally using the Microsoft Phi-3-Mini model and llama-cpp-python.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Visiting the annual Braun collectors fair

Hacker News

The Braun+Design Börse is an annual event and fair focusing on Braun products. Braun might not be the design icon it was 40 years ago, but starting in 1955, it profoundly impacted the design world, starting with its cooperation with the Ulm School of Design.

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Monitoring energy usage with smart plugs, Prometheus and Grafana

Hacker News

This post isn’t a detailed line-by-line tutorial on how to set up each individual piece of the setup as those types of guides tend to get out of date really easily, but if you know your way around Linux and the command line, then you can definitely replicate this setup on your own. Over the past few years I’ve been interested in learning about how much energy my computing setup and home appliances use.

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Deep Reinforcement Learning: Zero to Hero

Hacker News

Deep Reinforcement Learning: Zero to Hero! Contribute to alessiodm/drl-zh development by creating an account on GitHub.

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Council Bans Apostrophes on Street Signs to Avoid Database Issues

Hacker News

A North Yorkshire resident says the punctuation changes risk "everything going downhill"

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Machine unlearning: ML model minus the information to be unlearned

Hacker News

As our ML models today become larger and their (pre-)training sets grow to inscrutable sizes, people are increasingly interested in the concept of machine unlearning to edit away undesired things like private data, stale knowledge, copyrighted materials, toxic/unsafe content, dangerous capabilities, and misinformation, without retraining models from scratch.

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Helldivers 2 Removed from Purchase on Steam in over 150 Countries

Hacker News

The hits keep coming for Helldivers 2, as the PSN sign-in controversy has led to it being delisted from Steam in over 100 countries.

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Drug resistant bacteria found on ISS mutating to become functionally distinct

Hacker News

In a new scientific paper funded by an Ames Space Biology grant, Principal Investigator Dr.

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In-Car Hydration and Urination Systems for Race Car Drivers

Hacker News

You've seen pit stop footage with crew members zipping tires on and off. But you may not have seen this thing being swapped out: That's a bottle filled with water, usually mixed with some combination of vitamins, minerals and/or glucose.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Book people think they know why 9-year-olds stop reading for fun

Hacker News

It’s not the pandemic. It’s not (only) the Devices. So what causes the “decline by 9”?

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US prepares to exempt AUKUS nations from ITAR

Hacker News

The US has begun to exempt Australia and the UK from ITAR restrictions for military technologies related to AUKUS.

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I was at the clapperboard for Orson Welles' drunk wine commercial (2021)

Hacker News

Orson Welles was always hard up for cash. Though he directed, co-wrote and starred in Citizen Kane — often regarded as the greatest film ever.

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BlackHole: macOS Audio Loopback Driver

Hacker News

BlackHole is a modern macOS audio loopback driver that allows applications to pass audio to other applications with zero additional latency.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Infini-Gram: Scaling unbounded n-gram language models to a trillion tokens

Hacker News

Are $n$-gram language models still relevant in this era of neural large language models (LLMs)? Our answer is yes, and we showcase their values in both text analysis and improving neural LLMs. This was done by modernizing $n$-gram LMs in two aspects. First, we train them at the same data scale as neural LLMs -- 5 trillion tokens. This is the largest $n$-gram LM ever built.

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A book Stanley Kubrick didn’t want anyone to read is being published

Hacker News

Half a century since the perfectionist director vowed to block it, a critique that dared to discuss flaws in his films is to be published

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Understanding UMAP (2019)

Hacker News

UMAP is a new dimensionality reduction technique that offers increased speed and better preservation of global structure.

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A History of C Compilers – Part 1: Performance, Portability and Freedom

Hacker News

Let's talk compilers with part one of a whistle stop tour of their history

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.