Analytics Vidhya
JUNE 30, 2024
Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. We go over the architecture, implementation specifics, advantages, and required actions.
Machine Learning Mastery
JUNE 30, 2024
Photography has been around for more than a century. There are many old photos around, and probably your family has some, too. Limited by the camera and film of the time, you may have photos of low resolution, blurry, or with folds or scratches. Restoring these old photos and making them like new ones taken […] The post Stable Diffusion Project: Reviving Old Photos appeared first on MachineLearningMastery.com.
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Hacker News
JUNE 30, 2024
Google Arts & Culture features content from over 2000 leading museums and archives who have partnered with the Google Cultural Institute to bring the world's treasures online.
Machine Learning Research at Apple
JUNE 30, 2024
Optimization over the set of matrices X that satisfy X^TBX = Ip, referred to as the generalized Stiefel manifold, appears in many applications involving sampled covariance matrices such as the canonical correlation analysis (CCA), independent component analysis (ICA), and the generalized eigenvalue problem (GEVP). Solving these problems is typically done by iterative methods that require a fully formed B.
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.
Hacker News
JUNE 30, 2024
No rainmaker, no aqueduct, and no prayer will save western Kansas from the depletion of the Ogallala Aquifer.
Machine Learning Research at Apple
JUNE 30, 2024
The inability to linearly classify XOR has motivated much of deep learning. We revisit this age-old problem and show that linear classification of XOR is indeed possible. Instead of separating data between halfspaces, we propose a slightly different paradigm, equality separation, that adapts the SVM objective to distinguish data within or outside the margin.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Machine Learning Research at Apple
JUNE 30, 2024
This paper was accepted at the Natural Language Reasoning and Structured Explanations workshop at ACL 2024. Reinforcement Learning from AI Feedback (RLAIF) has demonstrated significant potential across various domains, including mitigating harm in LLM outputs, enhancing text summarization, and mathematical reasoning. This paper introduces an RLAIF framework for improving the code generation abilities of lightweight (<1B parameters) LLMs.
Hacker News
JUNE 30, 2024
The multibillion-dollar deal will reverse a decision the plane maker made two decades ago to outsource production of key parts to independent suppliers.
Machine Learning Research at Apple
JUNE 30, 2024
Can Transformers predict new syllogisms by composing established ones? More generally, what type of targets can be learned by such models from scratch? Recent works show that Transformers can be Turing-complete in terms of expressivity, but this does not address the learnability objective. This paper puts forward the notion of distribution locality to capture when weak learning is efficiently achievable by regular Transformers, where the locality measures the least number of tokens required in a
Hacker News
JUNE 30, 2024
Earth’s crust teems with subterranean life that we are only now beginning to understand.
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.
Towards AI
JUNE 30, 2024
Last Updated on June 30, 2024 by Editorial Team Author(s): Milan Tamang Originally published on Towards AI. A step-by-step approach to build custom 8-bit quantizers from scratch using PyTorch and quantize facebook/opt-350m. Image by writer: MYQ (My Quantizer) quantizes the Facebook/opt-350 model and reduces the size by 54% Are you curious how popular quantizers such as BitsAndBytes, AWQ, and GGUF work under the hood?
Hacker News
JUNE 30, 2024
A combination of cultured cells and silicone could help robots appear more human in future thanks to realistic skin elasticity. And they can smile like us too.
Iguazio
JUNE 30, 2024
As can be inferred from their name, foundation models are the foundation upon which developers build AI applications for tasks like language translation, text summarization, sentiment analysis and more. Models such as OpenAI's GPT, Google's Gemini, Meta’s Llama and Anthropic’s Claude, are pre-trained on vast amounts of text data and have the capability to understand and generate human-like language.
Hacker News
JUNE 30, 2024
New York just passed a law on "addictive" social media feeds for children, but some researchers are questioning what that actually means.
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
Towards AI
JUNE 30, 2024
Author(s): Youssef Hosni Originally published on Towards AI. The comparative advantages and challenges of single-task versus multi-task fine-tuning of large language models (LLMs) are explored. The discussion begins with single-task fine-tuning, highlighting its benefits and drawbacks, including the issue of catastrophic forgetting. It then transitions to an overview of multitasking fine-tuning, examining both its challenges and potential benefits.
Iguazio
JUNE 30, 2024
As can be inferred from their name, foundation models are the foundation upon which developers build AI applications for tasks like language translation, text summarization, sentiment analysis and more. Models such as OpenAI's GPT, Google's Gemini, Meta’s Llama and Anthropic’s Claude, are pre-trained on vast amounts of text data and have the capability to understand and generate human-like language.
Hacker News
JUNE 30, 2024
Walmart Canada continues its march towards a 100% alternative fuel fleet with the deployment of its first hydrogen fuel cell-powered Nikola Tre.
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.
Towards AI
JUNE 30, 2024
Author(s): Eera Bhatt Originally published on Towards AI. Each year, we spend so much time and money developing new machine learning models, but most of them never get used in a practical setting. Sadly, this issue is even worse in the healthcare industry. Photo by Testalize.me on Unsplash A.I. in medicine. Because of COVID-19, a lot of us know about AI and are also familiar with its applications in medicine, but let’s summarize them for anyone who needs it.
Hacker News
JUNE 30, 2024
How to automate a gate door without remote capabilities using a smart relay and integrate it into HomeKit via Home Assistant.
Towards AI
JUNE 30, 2024
Last Updated on June 30, 2024 by Editorial Team Author(s): Stavros Theocharis Originally published on Towards AI. Introduction In the rapidly evolving landscape of web application development and artificial intelligence, having the right tools at your disposal can significantly streamline your workflow and boost productivity. Enter AutoStreamlit Studio, an intelligent assistant designed to simplify the creation of Streamlit applications.
Hacker News
JUNE 30, 2024
Tech companies are spending big on AI, but so far have little to show for it. A Goldman Sachs report gives AI investments mixed reviews.
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
Towards AI
JUNE 30, 2024
Last Updated on June 30, 2024 by Editorial Team Author(s): Shashank Bhushan Originally published on Towards AI. Understanding What Embeddings Are Embeddings, sometimes also referred to as Feature representation, are a widely used technique/concept in Neural Network based machine learning. They are usually taken from an intermediate or hidden layer of a Deep Neural Network.
Hacker News
JUNE 30, 2024
In the age of antitrust, why has Koala Kare, Big Baby Change Station, flown under the radar?
Gil Press for Forbes
JUNE 30, 2024
Israeli startups BionicHIVE and Carrar, managed by people that defy the odds, are based in the town of Sderot, located less than a mile from Gaza.
Hacker News
JUNE 30, 2024
Discover what's new in the WhatsApp beta for Android 2.24.14.7 update: WhatsApp is working on a feature to choose the Meta AI Llama model!
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.
Hacker News
JUNE 30, 2024
Why trying to write GUI apps for Windows causes me physical pain
Hacker News
JUNE 30, 2024
The US Justice Department is nearing an agreement with Boeing that would include a corporate monitor and a fine in exchange for a guilty plea to criminal charges — an offer the lawyer representing the families of victims of two fatal 737 Max crashes harshly rebuked as a “sweetheart deal.
Hacker News
JUNE 30, 2024
The 1,650-tonne load pulls into the Ratcliffe-on-Soar site, bringing an era to an end.
Hacker News
JUNE 30, 2024
Henry S. F. Cooper, Jr.,’s 1972 chronicle of the Apollo 13 mission, during which three astronauts were almost lost in space.
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?
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