Analytics Vidhya

OCTOBER 16, 2023

Introduction I’m pretty sure most of you have already used ChatGPT. That’s great because you’ve taken your first step on a journey we’re about to embark on in this article! You see, when it comes to mastering any new technology, the first thing you do is use it. It’s like learning to swim by jumping […] The post Fine-Tuning, Retraining, and Beyond: Advancing with Custom LLMs appeared first on Analytics Vidhya.

ChatGPT 357

ChatGPT BERT 357

Unite.AI

OCTOBER 16, 2023

The digital landscape shifts daily, and with that comes an ever-evolving array of cyber threats. Businesses stand at a crossroads where the integration of security into enterprise architecture becomes not just beneficial but essential. The urgency is resonating, demanding immediate attention. Role of enterprise architecture in aligning IT with business objectives Enterprise architecture (EA) is the strategic nexus connecting IT solutions to overarching business aspirations.

Artificial Intelligence 298

Artificial Intelligence Artificial Intelligence Continuous Learning Automation 298

Analytics Vidhya

OCTOBER 16, 2023

Introduction Fine-tuning a natural language processing (NLP) model entails altering the model’s hyperparameters and architecture and typically adjusting the dataset to enhance the model’s performance on a given task. You can achieve this by adjusting the learning rate, the number of layers in the model, the size of the embeddings, and various other parameters.

NLP 329

NLP Natural Language Processing Deep Learning Machine Learning 329

Unite.AI

OCTOBER 16, 2023

OpenAI, a major player in the artificial intelligence sphere, is gearing up to introduce significant updates aimed at enhancing the developer experience. Sources from Reuters have hinted that these changes will not only simplify the development process but also make it more cost-effective for developers to craft and market AI-driven applications using OpenAI's suite of technologies.

OpenAI 290

OpenAI Artificial Intelligence Artificial Intelligence AI 290

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.

Analytics Vidhya

OCTOBER 16, 2023

Introduction In the era of Conversational AI, chatbots and virtual assistants have become ubiquitous, revolutionizing how we interact with technology. These intelligent systems can understand user queries, provide relevant information, and assist with various tasks. However, achieving accurate and context-aware responses is a complex challenge. One crucial component that aids in this process is slot […] The post Enhancing Conversational AI with BERT: The Power of Slot Filling appeared firs

BERT 315

BERT Conversational AI AI Chatbots Chatbots 315

AssemblyAI

OCTOBER 16, 2023

LlamaIndex is a flexible data framework for connecting custom data sources to Large Language Models (LLMs). With LlamaIndex, you can easily store and index your data and then apply LLMs.  LLMs only work with textual data, so to process audio files with LLMs we first need to transcribe them into text. Luckily, LlamaIndex provides an AssemblyAI integration through Llama Hub that lets you load audio data with just a few lines of code: from llama_hub.assemblyai.base import AssemblyAIAudioTransc

Python 200

Python Metadata Large Language Models OpenAI 200

IBM Journey to AI blog

OCTOBER 16, 2023

Organizations have increasingly turned to containerization to create more scalable, efficient and agile infrastructure. Containerization involves packaging software code with the libraries and dependencies required to run the code. This creates self-contained code that can be run on any infrastructure, such as desktop, on-premises IT or cloud-native.

DevOps 214

DevOps Automation 214

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. These models are trained on vast datasets encompassing a broad spectrum of internet text. Through training, LLMs learn to predict the next word in a sequence, given the words that have come before.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

IBM Journey to AI blog

OCTOBER 16, 2023

Artificial intelligence (AI) adoption is still in its early stages. As more businesses use AI systems and the technology continues to mature and change, improper use could expose a company to significant financial, operational, regulatory and reputational risks. Using AI for certain business tasks or without guardrails in place may also not align with an organization’s core values.

Metadata 207

Metadata Explainability Automation AI 207

Advertisement

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?

Generative AI

Flipboard

OCTOBER 16, 2023

Xinmei Liu for Vox The brain implant company Neuralink is pushing a needlessly risky approach, former employees say. Of all Elon Musk’s exploits — the Tesla cars, the SpaceX rockets, the Twitter takeover, the plans to colonize Mars — his secretive brain chip company Neuralink may be the most dangerous. What is Neuralink for? In the short term, it’s for helping people with paralysis.

AI 181

AI AI Robotics Artificial Intelligence 181

IBM Journey to AI blog

OCTOBER 16, 2023

As companies increase their use of artificial intelligence (AI), people are questioning the extent to which human biases have made their way into AI systems. Examples of AI bias in the real world show us that when discriminatory data and algorithms are baked into AI models, the models deploy biases at scale and amplify the resulting negative effects.

Algorithm 207

Algorithm AI AI Artificial Intelligence 207

Flipboard

OCTOBER 16, 2023

A new study delves into the enigmatic realm of deep neural networks, discovering that while these models can identify objects akin to human sensory systems, their recognition strategies diverge from human perception.

Neural Network 181

Neural Network Machine Learning 181

IBM Journey to AI blog

OCTOBER 16, 2023

APIs serve as essential connectors between the growing number of data sources and applications in companies of all sizes and in all industries. This means that businesses are relying on and creating more APIs than ever before to get the data they need to power their applications and experiences, and scale their operations. However, it’s difficult to manage APIs manually, which is why organizations are turning to API management solutions like IBM API Connect® to bring consistency and s

Automation 203

Automation Machine Learning AI AI 203

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

Flipboard

OCTOBER 16, 2023

'Removing humans from the loop provides more time for the research team to analyze their observations and develop new hypotheses to explain the origin of the cosmic explosions that we observe.

Explainability 181

Explainability AI AI Artificial Intelligence 181

IBM Journey to AI blog

OCTOBER 16, 2023

Real-time monitoring in SAP BTP lets users harness the power of proactive detection and transform their operations, eliminating problems related to sluggish performance, downtime and troubleshooting errors. Real-time monitoring provides for a much-improved user experience, supporting swift action against performance degradation and prompt resolution of issues.

Automation 202

Automation AI AI 202

Flipboard

OCTOBER 16, 2023

SEC Chairman Gary Gensler warns of an AI-driven financial disaster in next ten years. He doesn't think he can stop it. If regulators don't act now, Gensler says an economic meltdown is "nearly unavoidable.

AI 175

AI AI Artificial Intelligence Artificial Intelligence 175

IBM Journey to AI blog

OCTOBER 16, 2023

Machine learning (ML)—the artificial intelligence (AI) subfield in which machines learn from datasets and past experiences by recognizing patterns and generating predictions—is a $21 billion global industry projected to become a $209 billion industry by 2029. Here are some real-world applications of machine learning that have become part of our everyday lives.

Machine Learning 133

Machine Learning ML Algorithm Chatbots 133

Advertisement

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.

Data Analysis

Flipboard

OCTOBER 16, 2023

At Meta's annual Connect conference last month, virtual reality enthusiasts gathered to hear about Mark Zuckerberg's multibillion-dollar bet on the …

AI 180

AI AI Artificial Intelligence Artificial Intelligence 180

Eleuther.ai

OCTOBER 16, 2023

ArXiv | Models | Data | Code | Blog | Sample Explorer Today we release Llemma: 7 billion and 34 billion parameter language models for mathematics. The Llemma models were initialized with Code Llama weights, then trained on the Proof-Pile II, a 55 billion token dataset of mathematical and scientific documents. The resulting models show improved mathematical capabilities, and can be adapted to various tasks through prompting or additional fine-tuning.

145

145

Flipboard

OCTOBER 16, 2023

The British government’s aim to turn the UK into a global leader in the development of generative AI is “unrealistic,” researchers at the University of Cambridge argue.

Generative AI 168

Generative AI AI AI Artificial Intelligence 168

Marktechpost

OCTOBER 16, 2023

Evaluating the proficiency of language models in addressing real-world software engineering challenges is essential for their progress. Enter SWE-bench, an innovative evaluation framework that employs Python repositories’ GitHub issues and pull requests to gauge these models’ ability to tackle coding tasks and problem-solving. Surprisingly, the findings reveal that even the most advanced models can only handle straightforward issues.

Software Engineer 143

Software Engineer Machine Learning Python AI Researcher 143

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

Flipboard

OCTOBER 16, 2023

Want to break into data science? Check this list of free books for learning Python, statistics, linear algebra, machine learning and deep learning.

Data Science 174

Data Science Deep Learning Machine Learning Python 174

Marktechpost

OCTOBER 16, 2023

Converting 2D images into 3D objects for the purpose of text-to-3D generation is a daunting task. This is mainly because the 2D diffusion models learn only the view-agnostic priors and do not have an understanding of the 3D space during lifting. An outcome of this limitation is the multi-view inconsistency problem, i.e., the 3D object is not consistent from all viewpoints.

AI Researcher 130

AI Researcher AI Research ML AI 130

Flipboard

OCTOBER 16, 2023

In 2006, Research in Motion, the maker of the once-ubiquitous BlackBerry device, had to pay $612.5 million to a patent holding company, NTP.

AI 172

AI AI Artificial Intelligence Artificial Intelligence 172

Marktechpost

OCTOBER 16, 2023

In a recent paper, “Towards Monosemanticity: Decomposing Language Models With Dictionary Learning,” researchers have addressed the challenge of understanding complex neural networks, specifically language models, which are increasingly being used in various applications. The problem they sought to tackle was the lack of interpretability at the level of individual neurons within these models, which makes it challenging to comprehend their behavior fully.

Neural Network 125

Neural Network Large Language Models AI AI 125

Advertisement

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

Artificial Intelligence

Flipboard

OCTOBER 16, 2023

Businesses want in on generative AI and are willing to do anything to ride the wave. Is generative AI here to stay? Most signs are pointing to yes.

Generative AI 166

Generative AI AI AI Machine Learning 166

Marktechpost

OCTOBER 16, 2023

In a broad sense, intelligent agents are autonomous problem solvers endowed with perception, judgment, and action capabilities based on data gathered from their surroundings. Recent applications of this idea have shown promise in developing language agents that can use natural language to do a wide range of complex tasks in various contexts. This is especially true when these agents are constructed using large language models (LLMs).

Natural Language Processing 125

Natural Language Processing Large Language Models Robotics AI 125

Flipboard

OCTOBER 16, 2023

The hip-hop artist convicted on campaign finance and foreign influence charges seeks to set aside the jury’s guilty verdicts.

AI 176

AI AI Artificial Intelligence Artificial Intelligence 176