Tue.Apr 23, 2024

article thumbnail

OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework

Machine Learning Research at Apple

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.

359
359
article thumbnail

Retrieval Augmented Generation: Where Information Retrieval Meets Text Generation

KDnuggets

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

316
316
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

KissanAI Unveils Dhenu Llama 3: A Revolutionary Agricultural AI Model

Analytics Vidhya

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.

AI 282
article thumbnail

Nature Communications Publishes Zapata AI Research on Generative AI for Optimization

insideBIGDATA

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

AI 259
article thumbnail

The Project Clinic: Assessing Project Health, Planning, and Execution

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.

article thumbnail

Top 5 AI Devices to Use in 2024

Analytics Vidhya

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.

article thumbnail

Announcing the General Availability of Databricks Asset Bundles

databricks

We're thrilled to announce the General Availability (GA) of Databricks Asset Bundles (DABs). With DABs you can easily bundle resources like jobs.

313
313

More Trending

article thumbnail

Register now and save 50% on training at Data + AI Summit

databricks

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

AI 288
article thumbnail

10 Open Source Datasets for LLM Training

Analytics Vidhya

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.

Analytics 253
article thumbnail

7 Best Platforms to Practice Python

KDnuggets

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

Python 291
article thumbnail

Apple Boosts AI Capabilities with Acquisition of French Startup

Analytics Vidhya

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

article thumbnail

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, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

article thumbnail

Talaria: Interactively Optimizing Machine Learning Models for Efficient Inference

Machine Learning Research at Apple

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.

article thumbnail

Microsoft’s Phi-3 Mini: The New Era of Compact AI Models

Analytics Vidhya

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

article thumbnail

The 7B showdown of LLMs: Mistral 7B vs Llama-2 7B

Data Science Dojo

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.

AI 150
article thumbnail

Adobe Unveils Firefly Image 3: The Next Leap in AI Image Generation

Analytics Vidhya

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.

AI 230
article thumbnail

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.

article thumbnail

Data Scientist Breakdown: Skills, Certifications, and Salary

KDnuggets

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

article thumbnail

Top 9 Fine-tuning Interview Questions and Answers

Analytics Vidhya

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.

article thumbnail

The Man Who Killed Google Search

Hacker News

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.

182
182
article thumbnail

Streamlining Data Workflow with Apache Airflow on AWS EC2

Analytics Vidhya

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.

AWS 217
article thumbnail

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?

article thumbnail

TSMC's debacle in the desert: Missed deadlines and tension among coworkers

Hacker News

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.

182
182
article thumbnail

Gen AI Toolbox

Analytics Vidhya

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

AI 236
article thumbnail

The death of the 60/40 portfolio

Hacker News

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.

182
182
article thumbnail

Think While You Write Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation

Machine Learning Research at Apple

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

147
147
article thumbnail

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.

article thumbnail

Google delays third-party cookie demise yet again

Hacker News

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

181
181
article thumbnail

HumMUSS: Human Motion Understanding using State Space Models

Machine Learning Research at Apple

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.

130
130
article thumbnail

Intel Meteor Lake's NPU

Hacker News

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.

AI 176
article thumbnail

Google will no longer offer Gemini API for free

Dataconomy

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.

AI 113
article thumbnail

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.

article thumbnail

Apple Cuts Vision Pro Shipments as Demand Falls 'Sharply Beyond Expectations'

Hacker News

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,

182
182
article thumbnail

Rising Tide Rents and Robber Baron Rents

O'Reilly Media

Why is it that Google, a company once known for its distinctive “Do no evil” guideline, is now facing the same charges of “surveillance capitalism” as Facebook, a company that never made such claims? Why is it now subject to the same kind of antitrust complaints faced by Microsoft, once the “evil empire” of the previous generation of computing? Why is it that Amazon, which has positioned itself as “the most customer-centric company on the planet,” now lards its search results with advertisements

Algorithm 106
article thumbnail

Attackers spread backdoor via eScan antivirus software update process

Hacker News

Avast discovered and analyzed GuptiMiner, a malware campaign hijacking an eScan antivirus update mechanism to distribute backdoors and coinminers.

181
181
article thumbnail

Prompt Engineering Best Practices: Building Chatbots

Towards AI

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.

article thumbnail

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.