KDnuggets

OCTOBER 28, 2024

Let's learn how to prepare Hugging Face models for mobile device deployment.

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Machine Learning Research at Apple

OCTOBER 28, 2024

This paper was accepted at the Efficient Natural Language and Speech Processing (ENLSP) workshop at NeurIPS Workshop 2024. While large language models (LLMs) dominate the AI landscape, Small-scale large Language Models (SLMs) are gaining attention due to cost and efficiency demands from consumers. However, there is limited research on the training behavior and computational requirements of SLMs.

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AI AI 241

KDnuggets

OCTOBER 28, 2024

Learn how to build CLIs with Python using Typer in a few simple steps.

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Python 264

Analytics Vidhya

OCTOBER 28, 2024

In today’s world of video and image analysis, detector models play a vital role in the technology. They should be ideally accurate, speedy and scalable. Their applications vary from small factory detection tasks to self-driving cars and also help in advanced image processing. The YOLO (You Only Look Once) model has purely pushed the boundaries […] The post A Comprehensive Guide to YOLOv11 Object Detection appeared first on Analytics Vidhya.

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Analytics Analytics 205

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

KDnuggets

OCTOBER 28, 2024

From prompt engineering to model tuning and compression, explore five ways to make your language model improve its responses.

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Analytics Vidhya

OCTOBER 28, 2024

IBM’s latest addition to its Granite series, Granite 3.0, marks a significant leap forward in the field of large language models (LLMs). Granite 3.0 provides enterprise-ready, instruction-tuned models with an emphasis on safety, speed, and cost-efficiency focused on balancing power and practicality. The Granite 3.0 series enhances IBM’s AI offerings, particularly in domains where precision, […] The post IBM Granite-3.0 Model: A Guide to Model Setup and Usage appeared first on Analytics Vid

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Analytics Analytics AI AI 208

Analytics Vidhya

OCTOBER 28, 2024

As large language models (LLMs) continue to grow in scale, so does the need for efficient ways to store, deploy, and run them on low-resource devices. While these models offer powerful capabilities, their size and memory demands can make deployment a challenge, especially on consumer hardware. This is where model quantization and specialized storage formats […] The post How to Convert Models to GGUF Format?

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Analytics Analytics AI AI 219

Hacker News

OCTOBER 28, 2024

Through a free software update available today, iPhone, iPad, and Mac users can access the first set of Apple Intelligence features.

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Dataconomy

OCTOBER 28, 2024

Meta has introduced an open implementation of the generate-a-podcast feature that Google offers in its NotebookLM platform. Named NotebookLlama, this new project utilizes Meta’s own Llama models for most of its processing. Similar to NotebookLM , NotebookLlama allows users to create podcast-style digests from text files, such as PDFs of articles or blog posts.

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Hacker News

OCTOBER 28, 2024

Apple today announced the new iMac, featuring the powerful M4 chip and Apple Intelligence, in its stunning, ultra-thin design.

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Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

Analytics Vidhya

OCTOBER 28, 2024

This guide dives into building a custom conversational agent with LangChain, a powerful framework that integrates Large Language Models (LLMs) with a range of tools and APIs. Designed for versatility, the agent can tackle tasks like generating random numbers, sharing philosophical insights, and dynamically fetching and extracting content from webpages.

Analytics 205

Analytics Analytics AI AI 205

Hacker News

OCTOBER 28, 2024

Comments

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AWS Machine Learning Blog

OCTOBER 28, 2024

Real-world applications vary in inference requirements for their artificial intelligence and machine learning (AI/ML) solutions to optimize performance and reduce costs. Examples include financial systems processing transaction data streams, recommendation engines processing user activity data, and computer vision models processing video frames. In these scenarios, customized model monitoring for near real-time batch inference with Amazon SageMaker is essential, making sure the quality of predic

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ML ML AWS AI 113

Hacker News

OCTOBER 28, 2024

Why family medicine is dying

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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Flipboard

OCTOBER 28, 2024

To learn more about current AI capabilities and to challenge myself, I decided to see what I could create in just 24 hours. This story is about making a complete music video clip, from start to finish, using AI tools. Everything in this music video is AI-generated, and I mean EVERYTHING: lyrics, music, voice, images, and videos.

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AI AI Computer Science Computer Science 122

Hacker News

OCTOBER 28, 2024

Remember when Apple blamed EU tech rules — and more specifically the Digital Markets Act — to justify the fact that Apple Intelligence wouldn’t be

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fast.ai

OCTOBER 28, 2024

Pundits say my husband and I are parenting wrong.

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Hacker News

OCTOBER 28, 2024

For a machine that’s designed to replicate a star, the world’s newest stellarator is a surprisingly humble-looking apparatus. The kitchen-table-size contraption sits atop stacks of bricks in a cinder-block room at the Princeton Plasma Physics Laboratory (PPPL) in Princeton, N.J., its parts hand-labeled in marker. The PPPL team invented this nuclear-fusion reactor, completed last year, using mainly off-the-shelf components.

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Machine Learning Research at Apple

OCTOBER 28, 2024

The rapid evolution of Large Language Models (LLMs) and conversational assistants necessitates dynamic, scalable, and configurable conversational datasets for training and evaluation. These datasets must accommodate diverse user interaction modes, including text and voice, each presenting unique modeling challenges. Knowledge Graphs (KGs), with their structured and evolving nature, offer an ideal foundation for current and precise knowledge.

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Hacker News

OCTOBER 28, 2024

Invisibly to us, insects and other tiny creatures use static electricity to travel, avoid predators, collect pollen, and more. New experiments explore how evolution may have influenced this phenomenon.

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Flipboard

OCTOBER 28, 2024

Apple is offering out $1 million to anyone who can complete a new AI system task.

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AI AI Computer Science Computer Science 93

Hacker News

OCTOBER 28, 2024

HTML Forms have powerful validation mechanisms, but they are heavily underused. In fact, not many people even know much about them. Is this because of some flaw in their design? Let’s explore.

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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

PyImageSearch

OCTOBER 28, 2024

Home Table of Contents NeRFs Explained: Goodbye Photogrammetry? How Do NeRFs Work? Block #A: We Begin with a 5D Input Block #B: The Neural Network and Its Output Block #C: Volumetric Rendering The NeRF Problem and Evolutions Summary and Next Steps Next Steps Citation Information NeRFs Explained: Goodbye Photogrammetry? In this blog post, you will learn about 3D Reconstruction.

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Deep Learning Deep Learning Algorithm Computer Science 86

Hacker News

OCTOBER 28, 2024

A great language strangled by governance

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SAS Software

OCTOBER 28, 2024

Generative AI (GenAI) initiatives should support broader public goals and needs, says global AI and analytics firm SAS’ Ensley Tan. While governments recognize GenAI's potential to improve operational efficiency and citizen experience, there is more to it than setting up projects and expecting them to work. Tan, Asia-Pacific Lead for Public [.

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Analytics Analytics AI AI 75

Hacker News

OCTOBER 28, 2024

New modelling shows tech could massively increase current volumes of electronic landfill by 2030

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Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

ODSC - Open Data Science

OCTOBER 28, 2024

Various technological advancements have made synthetic identity theft easier than ever. At the same time, massive breaches are exposing sensitive personally identifiable information (PII) at an unnerving rate. Can data science techniques protect individuals’ identities? What Is Synthetic Identity Fraud? Synthetic identity fraud is a type of identity theft that occurs when a fraudster uses some combination of real and fake credentials to steal someone’s identity and commit financial fraud.

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Hacker News

OCTOBER 28, 2024

Watch now (75 mins) | Callum Williams of The Economist on the secrets to US success

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Pickl AI

OCTOBER 28, 2024

Summary: Data Science Bootcamps offer a fast and cost-effective way to gain essential skills for a Data Science career. With hands-on projects, networking opportunities, and dedicated career support, participants are well-prepared to enter the job market quickly and effectively. Introduction Data Science Bootcamp are intensive program designed to teach essential skills quickly.

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Data Science Python Computer Science Computer Science 52

Hacker News

OCTOBER 28, 2024

The NY Times has real difficulty not misrepresenting Section 230.

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Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.