Mon.Jun 09, 2025

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Run the Full DeepSeek-R1-0528 Model Locally

KDnuggets

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Run the Full DeepSeek-R1-0528 Model Locally Running the quantized version DeepSeek-R1-0528 Model locally using Ollama and WebUI.

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Accelerate Machine Learning Model Serving With FastAPI and Redis Caching

Analytics Vidhya

Ever waited too long for a model to return predictions? We have all been there. Machine learning models, especially the large, complex ones, can be painfully slow to serve in real time. Users, on the other hand, expect instant feedback. That’s where latency becomes a real problem. Technically speaking, one of the biggest problems is […] The post Accelerate Machine Learning Model Serving With FastAPI and Redis Caching appeared first on Analytics Vidhya.

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How to Optimize Language Model Size for Deployment

Machine Learning Mastery

The rise of language models, and more specifically large language models (LLMs), has been of such a magnitude that it has permeated every aspect of modern AI applications — from chatbots and search engines to enterprise automation and coding assistants.

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Behind the Curtain: The scariest AI reality

Flipboard

The wildest, scariest, indisputable truth about AI's large language models is that the companies building them don't know exactly why or how they …

AI 181
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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Apple Machine Learning Research at CVPR 2025

Machine Learning Research at Apple

Apple researchers are advancing AI and ML through fundamental research, and to support the broader research community and help accelerate progress in this field, we share much of our research through publications and engagement at conferences. This week, the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), will take place in Nashville, Tennessee.

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7 Cool Python Projects to Automate the Boring Stuff

Flipboard

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter 7 Cool Python Projects to Automate the Boring Stuff Get more done in less time with these 7 beginner-friendly Python automation projects that tackle everyday annoyances.

Python 158

More Trending

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The best AI for coding in 2025 (including a new winner - and what not to use)

Flipboard

X Trending Miss out on Nintendo Switch 2 preorders? Here's how to buy one Nintendo Switch 2 revealed: Specs, pricing, release date (out now), and more official details The $700 Android phone that made me forget about my Pixel 9 Pro Best small business web hosting services of 2025 Memorial Day headphone sales 2025 Best Linux VPNs of 2025 Best online video editors of 2025 Best CRM software of 2025 Best small business CRM software of 2025 Best free website builders of 2025 Best website builder

AI 141
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Beyond Accuracy: Understanding Fairness Score in LLM Evaluation

Analytics Vidhya

Fairness ratings, in a way, have become the new moral compass for LLMs beyond basic accuracy in the realm of AI progress. Such high-level criteria bring to light biases not detected by traditional measures, registering differences based on demographic groups. With language models becoming ever more important in healthcare, lending, and even employment decisions, these […] The post Beyond Accuracy: Understanding Fairness Score in LLM Evaluation appeared first on Analytics Vidhya.

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What happens the day after humanity creates AGI?

Flipboard

Skip to content Video The Big Think Interview Your Brain on Money Playlists Explore the Library Collections The Universe. A History. The Progress Issue A Brief History Of Quantum Mechanics 6 Flaws In Our Understanding Of The Universe Hindsight Game Change Big Thinkers Michio Kaku Neil deGrasse Tyson Michelle Thaller Zena Hitz Steven Pinker Paul Bloom Ray Kurzweil Cornel West Helen Fisher Sections Business Neuropsych Thinking Leadership Smart Skills High Culture The Past The Present The Future Li

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Research: Why even smart LLMs fail at chemistry

Dataconomy

Advancements in large language models (LLMs) have revolutionized various fields. The paper “ ChemAU: Harness the Reasoning of LLMs in Chemical Research with Adaptive Uncertainty Estimation ,” a preprint authored by Xinyi Liu, Lipeng Ma, Yixuan Li, Weidong Yang, Qingyuan Zhou, Jiayi Song, and Shuhao Li from Fudan University, and Ben Fei from The Chinese University of Hong Kong.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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How to find the right business use cases for generative AI

Flipboard

Three steps to finding use cases for large language models: Break down workflows into tasks, consider all costs associated with automation, and launch pilots.

AI 164
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PySpark UDF Unified Profiling

databricks

We are excited to release Unified Profiling for PySpark User-Defined Functions (UDFs) as part of Databricks Runtime 17.0 (release notes).

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Apple’s LLM study draws an important distinction about reasoning models

Flipboard

There’s a new Apple research paper making the rounds, and if you’ve seen the reactions, you’d think it just toppled the entire LLM industry. That is far from true, although it might be the best attempt to bring to the mainstream a discussion that the ML community has been having for ages.

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Apple announces Foundation Models and Containerization frameworks, etc

Hacker News

Apple announced new technologies and enhancements to its developer tools to help developers create more beautiful, intelligent, and engaging apps.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Star-shaped brain cells may underpin the brain's massive memory storage

Flipboard

A new machine learning model shows that star-shaped brain cells may be responsible for the brain's memory capacity, and someday, it could inspire advances in AI and Alzheimer's research.

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Databricks Announces 2025 Global Partner Awards

databricks

The Databricks Partner Ecosystem, comprising over 6,000 partners worldwide, plays a pivotal role in building and delivering premier data and AI solutions globally.

AI 144
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At WWDC 2025, Apple introduces an AI-powered Shortcuts app

Flipboard

At WWDC 2025, Apple showed off a new AI-powered Shortcuts app. The company says Shortcuts can now tap into Apple Intelligence directly, and developers will be able to access Apple’s on-device large language model (LLM).

AI 173
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PySpark Native Plotting

databricks

Introduction We’re thrilled to introduce native plotting in PySpark with Databricks Runtime 17.0 (release notes), an exciting leap forward for data visualization.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Apple Announces Foundation Models Framework for Developers to Leverage AI

Flipboard

Apple's WWDC 2025 Keynote: Follow along with our live blog. Apple at WWDC today announced Foundation Models Framework, a new API allowing third-party developers to leverage the large language models at the heart of Apple Intelligence and build it into their apps.

AI 135
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Apple introduces a universal design across platforms

Hacker News

Apple previewed a new software design, crafted with Liquid Glass, that makes apps and system experiences more expressive and delightful.

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Apple Intelligence Takes a Backseat at WWDC 2025

Flipboard

The big Apple Intelligence announcement is the company giving developers access to Apple's on-device large language model. SVP Craig Federighi reiterates that Siri needs 'more time.

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The hunt for Marie Curie's radioactive fingerprints in Paris

Hacker News

Marie Curie worked with radioactive material with her bare hands. More than 100 years later, Sophie Hardach travels to Paris to trace the radioactive fingerprints she left behind.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Modeling electric response of materials, a million atoms at a time

Flipboard

Researchers in the Harvard John A. Paulson School of Engineering and Applied Sciences (SEAS) have developed a machine learning framework that can predict with quantum-level accuracy how materials respond to electric fields, up to the scale of a million atoms—vastly accelerating simulations beyond quantum mechanical methods, which can model only a few hundred atoms at a time.

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A bit more on Twitter/X's new encrypted messaging

Hacker News

Matthew Garrett has a nice post about Twitter (uh, X)'s new end-to-end encryption messaging protocol, which is now called XChat. The TL;DR of Matthew's post is that from a cryptographic perspective, XChat isn't great. The details are all contained within Matthew's post, but here's a quick TL;DR: There's no forward secrecy.

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WWDC pre-game: Five main things to expect from today’s keynote

Flipboard

Apple’s WWDC 2025 keynote is hours away, and if the rumors hold up, this year’s event is shaping up to be a reset year, both in strategy and in platform identity. Here’s a quick roundup of the five main things to expect from today’s keynote.

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Launch HN: Chonkie (YC X25) – Open-Source Library for Advanced Chunking

Hacker News

Hacker News new | past | comments | ask | show | jobs | submit login Launch HN: Chonkie (YC X25) – Open-Source Library for Advanced Chunking 87 points by snyy 6 hours ago | hide | past | favorite | 30 comments Hey HN! We're Shreyash and Bhavnick. We're building Chonkie ( https://chonkie.ai ), an open-source library for chunking and embedding data.

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Maximizing Profit and Productivity: The New Era of AI-Powered Accounting

Speaker: Yohan Lobo and Dennis Street

In the accounting world, staying ahead means embracing the tools that allow you to work smarter, not harder. Outdated processes and disconnected systems can hold your organization back, but the right technologies can help you streamline operations, boost productivity, and improve client delivery. Dive into the strategies and innovations transforming accounting practices.

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How AI is transforming modern marketing strategies

Flipboard

The marketing world is evolving at an unprecedented pace.

AI 134
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The Xerox Alto, Smalltalk, and Rewriting a Running GUI

Hacker News

Ken Shirriffs blog Computer history, restoring vintage computers, IC reverse engineering, and whatever The Xerox Alto, Smalltalk, and rewriting a running GUI Be sure to read the comment from Alan Kay at the bottom of the article! We succeeded in running the Smalltalk-76 language on our vintage Xerox Alto; this blog post gives a quick overview of the Smalltalk environment.

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Meta Reportedly In Talks To Invest Billions In Startup Scale AI

Flipboard

Facebook parent company Meta Platforms (META) is in talks to make a multi-billion investment in the startup Scale AI, according to a Bloomberg report.

AI 123
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Object Detection and Visual Grounding with Qwen 2.5

PyImageSearch

Home Table of Contents Object Detection and Visual Grounding with Qwen 2.5 Introduction and Types of Spatial Understanding Object Detection Visual Grounding and Counting Understanding Relationships How Spatial Understanding Works in Qwen 2.5 VL Models Prompt Structure Task-Specific Instruction Object or Feature Specification Contextual Clues or Relationships Output Requirements Model Response Format Bounding Box Coordinates (bbox_2d or point_2d) Primary Label (label), Sub-Labels, and Description

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The 2nd Generation of Innovation Management: A Survival Guide

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?