Analytics Vidhya

JULY 19, 2024

Introduction In an era where artificial intelligence is reshaping industries, controlling the power of Large Language Models (LLMs) has become crucial for innovation and efficiency. Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Ana

LLM 313

LLM Large Language Models Artificial Intelligence Artificial Intelligence 313

AssemblyAI

JULY 19, 2024

Claude 3.5 Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. It excels in tasks ranging from complex coding to nuanced literary analysis, showcasing exceptional context awareness and creativity. In this tutorial, you'll learn how to use Claude 3.5 Sonnet, Claude 3 Opus, and Claude 3 Haiku with audio or video files in Python.

Prompt Engineer 296

Prompt Engineer Prompt Engineering LLM Python 296

Analytics Vidhya

JULY 19, 2024

Introduction ChatGPT may be the rising star in the coding world, but even this AI whiz has its limits. While it can churn out impressive code at lightning speed, there are still programming challenges that leave it stumped. Curious about what makes this digital brainiac break a sweat? We’ve compiled a list of 7 coding […] The post 7 Coding Tasks ChatGPT Can’t Do appeared first on Analytics Vidhya.

ChatGPT 295

ChatGPT AI AI Algorithm 295

AI News

JULY 19, 2024

Mistral AI has announced NeMo, a 12B model created in partnership with NVIDIA. This new model boasts an impressive context window of up to 128,000 tokens and claims state-of-the-art performance in reasoning, world knowledge, and coding accuracy for its size category. The collaboration between Mistral AI and NVIDIA has resulted in a model that not only pushes the boundaries of performance but also prioritises ease of use.

Big Data 274

Big Data Large Language Models AI AI 274

Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL

Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.

AI

Analytics Vidhya

JULY 19, 2024

Introduction OpenAI launched GPT-4o mini yesterday (18th June 2024), taking the world by storm. There are several reasons for this. OpenAI has traditionally focused on large language models (LLMs), which take a lot of computing power and have significant costs associated with using them. However, with this release, they are officially venturing into small language […] The post Evaluating GPT-4o mini: How OpenAI’s Latest Model Stacks Up?

Large Language Models 289

Large Language Models OpenAI Generative AI Python 289

Analytics Vidhya

JULY 19, 2024

Introduction Designing a room can be both exciting and challenging. Thankfully, AI tools have made transforming your space easier and more enjoyable. These tools use artificial intelligence to help you visualize, plan, and execute your interior design ideas effortlessly. This article explores some of the top AI interior design tools, highlighting their advantages and disadvantages. […] The post Top AI Tools to Design Your Room appeared first on Analytics Vidhya.

AI Tools 280

AI Tools Artificial Intelligence Artificial Intelligence AI 280

AI News

JULY 19, 2024

Taiwan Semiconductor Manufacturing Company (TSMC) has raised its revenue forecast for 2024, citing strong demand for chips in AI applications. The world’s largest contract chipmaker anticipates growth slightly above the mid-20% range in US dollar terms, up from its previous estimate. This adjustment comes as TSMC reports better-than-expected profits for the second quarter of 2024.

Big Data 215

Big Data AI AI Automation 215

Analytics Vidhya

JULY 19, 2024

Introduction The ability to be quick has become increasingly important in the rapidly developing fields of artificial intelligence and natural language processing. Experts and amateurs in AI are finding great success with the Chain of Dictionary method, one potent methodology. This article will thoroughly cover this intriguing strategy’s implementation, advantages, and applications.

Prompt Engineer 257

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 257

Unite.AI

JULY 19, 2024

In Hollywood, where dreams are made and legends are born, a new force is emerging that promises to redefine the landscape of the entertainment industry, generative artificial intelligence. The question on everyone's mind shouldn’t be so much about the jobs AI might replace , or mundane tasks that GenAI will aid in, but rather about the transformative potential it holds for our industry.

Metadata 130

Metadata AI AI Automation 130

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

LLM

Analytics Vidhya

JULY 19, 2024

Introduction Imagine you’re driving through a busy city, navigating traffic lights and pedestrians swiftly to reach your destination without unnecessary delays. Similarly, Async IO in Python allows your programs to multitask efficiently, handling multiple operations concurrently like a skilled city driver. In this article, we explore Async IO—a powerful Python feature that enhances performance by […] The post Understanding Async IO in Python appeared first on Analytics Vidhya.

Python 233

Python 233

IBM Journey to AI blog

JULY 19, 2024

Global warming has reached a tipping point. According to the United Nations, the world is on course to breach the 1.5°C warming threshold by 2035 (link resides outside ibm.com) and climb at least another 1°C higher by 2100. To avert the worst impacts of climate change and adapt to the new environmental imperatives, it’s crucial for enterprises to act now to implement effective sustainability strategies.

ESG 113

ESG AI AI 113

Analytics Vidhya

JULY 19, 2024

Introduction As you work on a significant document, let’s say you see you’ve spelled a word incorrectly. It can be difficult to find and fix these kinds of mistakes by hand. Now for the intriguing Levenshtein Distance: it measures the amount of work needed to change one sequence into another, providing an effective tool for […] The post What is Levenshtein Distance?

Python 216

Python 216

NVIDIA

JULY 19, 2024

Research published earlier this month in the science journal Nature used NVIDIA-powered supercomputers to validate a pathway toward the commercialization of quantum computing. The research, led by Nobel laureate Giorgio Parisi, focuses on quantum annealing, a method that may one day tackle complex optimization problems that are extraordinarily challenging to conventional computers.

Algorithm 134

Algorithm 134

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

Analytics Vidhya

JULY 19, 2024

This week, the AI world has been buzzing with excitement as major players like OpenAI, Mistral AI, NVIDIA, DeepSeek, and Hugging Face unveiled their latest models and innovations. These new releases promise to make AI more powerful, affordable, and accessible. With advancements in training techniques, these developments are set to transform various industries, showcasing the […] The post AV Byte: Breakthroughs in AI – OpenAI’s GPT-4o Mini and Other Game-Changing Innovations appeared

OpenAI 190

OpenAI AI AI 190

Marktechpost

JULY 19, 2024

Snowflake recently announced the release of its updated text embedding model, snowflake-arctic-embed-m-v1.5. This model generates highly compressible embedding vectors while maintaining high performance. The model’s most noteworthy feature is its ability to produce embedding vectors compressed to as small as 128 bytes per vector without significantly losing quality.

NLP 119

NLP ML Large Language Models Artificial Intelligence 119

Analytics Vidhya

JULY 19, 2024

Introduction Have you ever wondered how AI can create stunning images from scratch? That’s where Stable Diffusion comes in! It’s a fascinating concept in machine learning and generative AI, falling under the umbrella of generative models. In this article, we’ll dive into the magic behind Stable Diffusion. We’ll explore its theoretical foundations, practical implementation, and […] The post What is the Forward Process Stable Diffusion?

Machine Learning 162

Machine Learning Generative AI AI AI 162

Towards AI

JULY 19, 2024

Last Updated on July 19, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Staying up-to-date with the rapidly evolving world of Large Language Model (LLM) research and news can be a challenging task. With countless resources and endless streams of information, it’s easy to get overwhelmed. Luckily, there are many outstanding bloggers and newsletter writers who dedicate their time to distilling the latest advancements and trends in LLM research.

LLM 119

LLM Large Language Models AI AI 119

Advertisement

IT leaders are experiencing rapid evolution in AI amid sustained investment uncertainty. As AI evolves, enhanced cybersecurity and hiring challenges grow. This whitepaper offers real strategies to manage risks and position your organization for success.

AI

Analytics Vidhya

JULY 19, 2024

Introduction I recently needed to set up an environment of MLflow, a popular open-source MLOps platform, for internal team use. We generally use GCP as an experimental platform, so I wanted to deploy MLflow on GCP, but I couldn’t find a detailed guide on how to do so securely. Several points are stuck for beginners […] The post How to Set Up MLflow on GCP?

172

172

SAS Software

JULY 19, 2024

With all the technology changes coming in the next five years, what should organizations invest in first? The innovations keep coming and so do the 3 a.m. night sweats for decision makers. “How will we catch up when technology seems to change overnight, nearly every night?” It’s a surprisingly common [.] The post The one constant in our AI future? Data appeared first on SAS Blogs.

AI 115

AI AI Data Quality Generative AI 115

Machine Learning Mastery

JULY 19, 2024

In the past, businesses grouped customers based on simple things like age or gender. Now, machine learning has changed this process. Machine learning algorithms can analyze large amounts of data. In this article, we will explore how machine learning improves customer segmentation. Introduction to Customer Segmentation Customer segmentation divides customers into different groups.

Machine Learning 115

Machine Learning Algorithm Data Science 115

Marktechpost

JULY 19, 2024

LLMs excel in natural language processing tasks but face deployment challenges due to high computational and memory demands during inference. Recent research [MWM+24, WMD+23, SXZ+24, XGZC23, LKM23] aims to enhance LLM efficiency through quantization, pruning, distillation, and improved decoding. Sparsity, a key approach, reduces computation by omitting zero elements and lessens I/O transfer between memory and computation units.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence LLM Natural Language Processing 111

Speaker: Conrado Morlan

In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.

AI

Towards AI

JULY 19, 2024

Author(s): Paul Ferguson, Ph.D. Originally published on Towards AI. Where Artificial Intelligence Meets Artificial ImaginationImage generated by Dall-E In an age where AI can outperform humans in complex tasks, it’s also spinning tales that would make Baron Munchausen blush. Large Language Models (LLMs), the crown jewels of artificial intelligence, are unintentionally becoming the world’s most sophisticated liars.

Artificial Intelligence 111

Artificial Intelligence Artificial Intelligence Large Language Models LLM 111

Marktechpost

JULY 19, 2024

The growth of low-quality data on the internet leads to the instillation of undesirable, unsafe, or toxic knowledge in large language models (LLMs). When these models are used in chatbots, they increase the risk of exposing users to harmful advice or aggressive behavior. Existing toxicity evaluation datasets, primarily focused on English, fail to capture multilingual toxicity, compromising the safety of LLMs.

Large Language Models 111

Large Language Models Chatbots ML Artificial Intelligence 111

databricks

JULY 19, 2024

How long should you train your language model? How large should your model be? In today's generative AI landscape, these are multi-million dollar.

Generative AI 122

Generative AI AI AI 122

Marktechpost

JULY 19, 2024

Survey on Machine Learning-Powered Augmented Reality in Education: ML advances augmented reality (AR) across various educational fields, enhancing object visualizations and interaction capabilities. This survey outlines the integration of ML in AR, discussing its applications from kindergarten to university. It explores ML models like support vector machines, CNNs, and ANNs in AR education.

Machine Learning 108

Machine Learning ML Categorization Algorithm 108

Advertisement

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.

Generative AI

NVIDIA

JULY 19, 2024

AI has seen unprecedented growth — spurring the need for new training and education resources for students and industry professionals. NVIDIA’s latest on-demand webinar, Essential Training and Tips to Accelerate Your Career in AI , featured a panel discussion with industry experts on fostering career growth and learning in AI and other advanced technologies.

Data Science 105

Data Science Deep Learning Generative AI Software Engineer 105

Marktechpost

JULY 19, 2024

Due to the complexity of interpreting user questions, database schemas, and SQL production, accurately generating SQL from natural language queries (text-to-SQL) has been a long-standing difficulty. Traditional text-to-SQL systems using deep neural networks and human engineering have succeeded. Then, text-to-SQL jobs were tackled with pre-trained language models (PLMs), and they showed great promise.

LLM 105

LLM Neural Network Large Language Models Natural Language Processing 105

Towards AI

JULY 19, 2024

Last Updated on July 19, 2024 by Editorial Team Author(s): Tan Pengshi Alvin Originally published on Towards AI. An adjusted framework combining Deep Q-Networks with a trainable exploration heuristic and supervisionPhoto by Chantal & Ole on Unsplash You may have heard of Project Q*, a leaked idea from OpenAI in the year 2023 that is rumoured to represent a major breakthrough in the research for Artificial General Intelligence (AGI).

Algorithm 105

Algorithm OpenAI AI AI 105