Machine Learning Research at Apple

APRIL 23, 2024

The reproducibility and transparency of large language models are crucial for advancing open research, ensuring the trustworthiness of results, and enabling investigations into data and model biases, as well as potential risks. To this end, we release OpenELM, a state-of-the-art open language model. OpenELM uses a layer-wise scaling strategy to efficiently allocate parameters within each layer of the transformer model, leading to enhanced accuracy.

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Analytics Vidhya

APRIL 23, 2024

KissanAI has made waves in the agricultural sector with the introduction of Dhenu Llama 3, a cutting-edge AI model tailored specifically for farmers. This innovative creation, fine-tuned on Meta’s Llama 3 8B architecture, promises enhanced capabilities and superior performance benchmarks. Let’s delve deeper into this innovative development.

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KDnuggets

APRIL 23, 2024

This article introduces retrieval augmented generation, which combines text generation with informaton retrieval in order to improve language model output.

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Analytics Vidhya

APRIL 23, 2024

Microsoft has unveiled its latest innovation in artificial intelligence (AI), the Phi-3 Mini. This new model challenges the notion that bigger is always better in AI models. This compact yet powerful model promises to revolutionize the field with its efficiency and accessibility. Let’s explore its features and capabilities. Also Read: Alibaba’s LLM-R2: Revolutionizing SQL Query […] The post Microsoft’s Phi-3 Mini: The New Era of Compact AI Models appeared first on Analytics Vid

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Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

AI

insideBIGDATA

APRIL 23, 2024

Zapata Computing Holdings Inc. (Nasdaq: ZPTA), the Industrial Generative AI company, announced that its foundational research on generator-enhanced optimization (GEO) has been published in the esteemed Nature Communications journal. The research, titled “Enhancing Combinatorial Optimization with Classical and Quantum Generative Models,” introduces Generator-Enhanced Optimization (GEO), a novel optimization method that leverages the power of generative modeling to suggest high-quality candidate s

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Analytics Vidhya

APRIL 23, 2024

Adobe introduced its latest iteration of AI image generation, the Firefly Image 3, during the MAX London Creativity Conference. This new model promises significant advancements in photorealism, control, and efficiency. It offers creators enhanced tools to bring their visions to life. Let’s delve into the features and capabilities of this cutting-edge technology.

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Analytics Vidhya

APRIL 23, 2024

Artificial Intelligence has significantly transformed our daily lives over the past years. It has become an indispensable cornerstone of modern society. From personalized recommendations to predictive analytics, AI has significantly influenced our interactions, decisions, and experiences. This article explores the evolving landscape of AI technology, focusing on the top five AI devices set to revolutionize […] The post Top 5 AI Devices to Use in 2024 appeared first on Analytics Vidhya.

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KDnuggets

APRIL 23, 2024

Looking to level up your Python skills and ace coding interviews? Start practicing today on these platforms.

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Analytics Vidhya

APRIL 23, 2024

Introduction As someone deeply immersed in the world of artificial intelligence, I’ve seen firsthand how fine-tuning revolutionizes pre-trained large language models (LLMs). Bridging the gap between general AI training and specific tasks sparked my interest in exploring fine-tuning. Fine-tuning is like specializing in a field after getting a broad education.

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databricks

APRIL 23, 2024

For a limited time, we're offering 50% off training and certification at Data + AI Summit with the following code: TRAIN50FOTY. This offer.

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AI AI 259

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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

Analytics

Analytics Vidhya

APRIL 23, 2024

Introduction As you may know, large language models (LLMs) are taking the world by storm, powering remarkable applications like ChatGPT, Bard, Mistral, and more. But have you ever wondered what fuels these robust AI systems? The answer lies in the vast datasets used to train them. Just like humans learn from exposure to information, LLMs […] The post 10 Open Source Datasets for LLM Training appeared first on Analytics Vidhya.

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Machine Learning Research at Apple

APRIL 23, 2024

On-device machine learning (ML) moves computation from the cloud to personal devices, protecting user privacy and enabling intelligent user experiences. However, fitting models on devices with limited resources presents a major technical challenge: practitioners need to optimize models and balance hardware metrics such as model size, latency, and power.

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Analytics Vidhya

APRIL 23, 2024

Apple has made yet another strategic move in the field of artificial intelligence (AI). The company has recently acquired Datakalab, a French startup specializing in AI compression and computer vision technology. The deal, finalized in December, signals Apple’s commitment to enhancing its on-device AI capabilities. Let’s delve into the details of this acquisition and its […] The post Apple Boosts AI Capabilities with Acquisition of French Startup appeared first on Analytics Vid

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KDnuggets

APRIL 23, 2024

Learn about the growing demand for data scientists in the year 2024.

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Speaker: Pulkit Agrawal

Digital Adoption Platforms (DAPs) are revolutionizing the way organizations interact with and optimize their software applications. As digital transformation continues to accelerate, DAPs have become essential tools for enhancing user engagement and software efficiency. This session is your guide into the robust world of DAPs, exploring their origins, evolution, and the current trends shaping their development.

Analytics Vidhya

APRIL 23, 2024

Introduction Apache Airflow is a powerful platform that revolutionizes the management and execution of Extracting, Transforming, and Loading (ETL) data processes. It offers a scalable and extensible solution for automating complex workflows, automating repetitive tasks, and monitoring data pipelines. This article explores the intricacies of automating ETL pipelines using Apache Airflow on AWS EC2.

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Data Science Dojo

APRIL 23, 2024

7B refers to a specific model size for large language models (LLMs) consisting of seven billion parameters. With the growing importance of LLMs, there are several options in the market. Each option has a particular model size, providing a wide range of choices to users. However, in this blog we will explore two LLMs of 7B – Mistral 7B and Llama-2 7B, navigating the differences and similarities between the two options.

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Analytics Vidhya

APRIL 23, 2024

Alibaba, in collaboration with Nanyang Technological University and Singapore University of Technology and Design, unveils LLM-R2, an innovative system aimed at enhancing SQL query efficiency. The system incorporates a Large Language Model (LLM) to revolutionize query rewriting, significantly reducing execution times while maintaining accuracy and reliability.

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Hacker News

APRIL 23, 2024

April 21, 2024 The topic for this issue focuses on portfolio management in an era of less structural disinflation, and more broadly how a portfolio can be improved relative to the basic 60/40 portfolio.

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In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

Analytics

Analytics Vidhya

APRIL 23, 2024

Enhance your creative process with generative AI tools. Discover how these advanced tools can assist you in increasing your productivity.

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Hacker News

APRIL 23, 2024

This is the story of how Google Search died, and the people responsible for killing it. The story begins on February 5th 2019, when Ben Gomes, Google’s head of search, had a problem.

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Machine Learning Research at Apple

APRIL 23, 2024

Neural knowledge-to-text generation models often struggle to faithfully generate descriptions for the input facts: they may produce hallucinations that contradict the given facts, or describe facts not present in the input. To reduce hallucinations, we propose a novel decoding method, TWEAK (Think While Effectively Articulating Knowledge). TWEAK treats the generated sequences at each decoding step and its future sequences as hypotheses, and ranks each generation candidate based on how well their

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Hacker News

APRIL 23, 2024

Taiwan Semiconductor Manufacturing Company (TSMC) was slated to open a plant in Phoenix, Arizona in 2024. It aimed to bring thousands jobs, but the expansion hasn’t taken off.

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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

Data Pipeline

Machine Learning Research at Apple

APRIL 23, 2024

Understanding human motion from video is crucial for applications such as pose estimation, mesh recovery, and action recognition. While state-of-the-art methods predominantly rely on Transformer-based architectures, these approaches have limitations in practical scenarios. They are notably slower when processing a continuous stream of video frames in real time and do not adapt to new frame rates.

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Hacker News

APRIL 23, 2024

Google is delaying the end of third-party cookies in its Chrome browser — again. In other unsurprising developments, water remains wet. The announcement was made on Tuesday ahead of quarterly reports from Google and the ever-watchful U.K. Competition and Markets Authority (CMA), keeping tabs on how this whole situation unfolds. “We recognize that there are ongoing challenges related to reconciling divergent feedback from the industry, regulators and developers, and will continue to engage closel

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Dataconomy

APRIL 23, 2024

For some time, there have been whispers that Google might introduce a fee for AI-enhanced search results, particularly through a proposed premium search service that incorporates generative AI. The future of this development is still uncertain, yet a clear shift is evident as Google discontinues free access to its Gemini API, marking a strategic pivot in its AI financial approach.

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Hacker News

APRIL 23, 2024

AI is a hot topic and Intel doesn't want to be left out, so their Meteor Lake mobile processor integrates a Neural Processing Unit (NPU). Intel internally refers to the NPU as "NPU 3720", though I haven't seen that name used in marketing materials.

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In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

Analytics

Towards AI

APRIL 23, 2024

Last Updated on April 25, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction-Tuned LLMs One of the compelling aspects of utilizing a large language model lies in its capacity to effortlessly construct a personalized chatbot and leverage it to craft your very own chatbot tailored to various applications.

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Hacker News

APRIL 23, 2024

Mercedes unveiled its 2025 electric G-Class tonight – which it’s calling the “G580 with EQ technology” – in Beverly Hills, CA, and we’re here at the reveal with all the details.

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Towards AI

APRIL 23, 2024

Last Updated on April 25, 2024 by Editorial Team Author(s): Vincent Liu Originally published on Towards AI. Image source: Photo by Vojtech Bruzek on Unsplash (2nd image) Q: What can we do with Neural Style Transfer (NST)? A: Combine multiple images into one by inheriting the content and style from separated images. If you’re seeking a beginner-friendly guide to Neural Style Transfer, you’ve come to the right place!

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Hacker News

APRIL 23, 2024

Apple has dropped the number of Vision Pro units that it plans to ship in 2024, going from an expected 700 to 800k units to just 400k to 450k units,

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Speaker: Ketan Jahagirdar

Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.