ODSC - Open Data Science

NOVEMBER 8, 2023

LLM Basics First and foremost, you need to understand the basics of generative AI and LLMs, such as key terminology, uses, potential issues, and primary frameworks. You should also know exactly how big LLMs can be, how computationally expensive training will be, and the differences between training LLMs and machine learning models.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Unite.AI

MAY 8, 2024

At Google, I had the opportunity to learn what world-class infrastructure looks like, how Search and LLMs work, and how they interact with each other to provide factual and accurate answers. I wanted to find a company that worked on search and LLMs and moved as fast, or even faster, than when I was at Yandex. a spreadsheet or table).

Machine Learning 289

Machine Learning Software Engineer Large Language Models Data Analysis 289

Towards AI

MAY 13, 2024

OpenAI’s ChatGPT changed that with its incredible reasoning abilities, which allowed a Large Language Model (LLM) to decide how to answer users’ questions on various topics without explicitly programming a flow for handling each topic.

NLP 93

NLP Large Language Models LLM Chatbots 93

AssemblyAI

JANUARY 24, 2024

Large Language Models (LLMs) that help users build Generative AI features on top of spoken data, such as custom summaries, action items, question/answer, and more. Topic Detection identifies common topics in a transcription text, helping users understand context and identify buying patterns.

Large Language Models 147

Large Language Models Automation AI AI 147

AssemblyAI

FEBRUARY 22, 2024

Once the solution has accurate, readable transcription, product teams can also build conversational AI analytics tools on top of this call transcription data with the help of Audio Intelligence models and Large Language Models (LLMs).  LLMs are machine learning models that understand, generate, and interact with human language.

Large Language Models 147

Large Language Models AI AI Conversational AI 147

AssemblyAI

MARCH 3, 2024

Today, market research platforms are turning to AI models, such as AI Speech-to-Text, Audio Intelligence models, and Large Language Models (LLMs), to build suites of advanced analysis tools for their customers. Next, let’s look at the three ways market research platforms can benefit from leveraging Speech AI technology. ” label.

Categorization 147

Categorization Large Language Models AI AI 147

Unite.AI

FEBRUARY 28, 2024

Large language models (LLMs) like GPT-4, DALL-E have captivated the public imagination and demonstrated immense potential across a variety of applications. In this post, we will explore the attack vectors threat actors could leverage to compromise LLMs and propose countermeasures to bolster their security.

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Large Language Models LLM Machine Learning Neural Network 162

AssemblyAI

JANUARY 23, 2024

Large Language Models (LLMs) are revolutionizing how humans and Artificial Intelligence (AI) interact.   The field of Conversation Intelligence is especially poised to capitalize on LLMs, which can synthesize vast amounts of conversation data very quickly.     What are Large Language Models, or LLMs?

Large Language Models 147

Large Language Models Natural Language Processing Categorization Automation 147

Marktechpost

APRIL 16, 2024

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

Large Language Models 96

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 96

Marktechpost

MARCH 27, 2024

These approaches typically involve classifying feedback into predefined categories or conducting topic modeling to identify underlying themes. At its core, AllHands leverages the power of large language models (LLMs) to enable a natural language interface, allowing users to pose questions and receive comprehensive multi-modal responses.

Machine Learning 128

Machine Learning Large Language Models Software Development Natural Language Processing 128

Unite.AI

MARCH 14, 2024

Inflection AI has been making waves in the field of large language models (LLMs) with their recent unveiling of Inflection-2.5, a model that competes with the world's leading LLMs, including OpenAI's GPT-4 and Google's Gemini. s powerful capabilities, users are engaging with Pi on a broader range of topics than ever before.

LLM 278

LLM Large Language Models Data Ingestion AI 278

Marktechpost

MARCH 23, 2024

Machine learning methods such as text clustering, topic modeling, and phrase mining are part of an alternative area of research that attempts to address these scalability concerns. This work offers insights and suggestions for using LLMs on large-scale text mining based on quantitative and qualitative investigation.

Machine Learning 122

Machine Learning LLM Large Language Models Chatbots 122

AI News

OCTOBER 20, 2023

What are some of the benefits of using LLMs? Off the shelf LLMs (ChatGPT, Bard, etc.) The true benefits of LLMs will be realised by the players who can provide immutable data with which feed the models. What do LLMs rely on when learning language? Contextual Information : LLMs focus on contextual understanding.

Big Data 232

Big Data ChatGPT Large Language Models AI 232

Ehud Reiter

AUGUST 24, 2023

I recently participated in a panel discussion where I was asked to speak (to an academic audience) about commercial usage of LLMs. I think some of the points I made were novel to this audience (might not be to a commercial audience), so I thought I would write a blog on the topic. Are there successful products which use LLMs?

LLM 189

LLM Software Engineer ChatGPT Generative AI 189

Unite.AI

DECEMBER 1, 2023

LLMs such as GPT-4 present a significant challenge: their internal workings are largely opaque, making them “black boxes” Such opacity isn’t just a technical puzzle; it poses real-world safety and ethical concerns. The Scale and Complexity of LLMs The scale of these models adds to their complexity.

LLM 264

LLM Machine Learning Explainability Algorithm 264

Flipboard

APRIL 28, 2023

After the release of ChatGPT, artificial intelligence (AI), machine learning (ML) and large language models (LLMs) have become the number one topic of discussion for cybersecurity practitioners, vendors and investors alike. This is no surprise; as Marc Andreessen noted a decade ago, software is …

Large Language Models 166

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 166

Unite.AI

FEBRUARY 23, 2024

Prompt engineering is the art and science of crafting inputs (or “prompts”) to effectively guide and interact with generative AI models, particularly large language models (LLMs) like ChatGPT. Up-to-Date Industry Topics : Includes the latest developments in AI models and their applications.

Prompt Engineer 272

Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

Ehud Reiter

DECEMBER 11, 2023

I’ve recently been reading papers on limitations on what LLMs can do (some of which were suggested to me in response to a request on Twitter; my thanks to everyone who responded!). There are some really interesting papers out there, all of which emphasise the core message that LLMs do not “think” like people do.

LLM 186

LLM Large Language Models Algorithm AI 186

AssemblyAI

AUGUST 3, 2023

The rise of Large Language Models (LLMs) is revolutionizing how we interact with technology. Today, ChatGPT and other LLMs can perform cognitive tasks involving natural language that were unimaginable a few years ago. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior.

LLM 238

LLM Chatbots ChatGPT OpenAI 238

Unite.AI

DECEMBER 7, 2023

Language Models: Large language models (LLMs), like GPT-3 , are a form of AI designed for comprehending and generating human-like text. They undergo training on extensive and diverse internet data, covering a broad spectrum of topics and writing styles. This poses challenges for making LLMs widely available and scalable for AGI.

Large Language Models 204

Large Language Models OpenAI Neural Network Natural Language Processing 204

AssemblyAI

SEPTEMBER 27, 2023

Large Language Models (LLMs): Large Language Models, or LLMs, help users build high-quality Generative AI features on top of voice data. Frameworks for Large Language Models (LLMs): Frameworks for LLMs let users build these tools and features faster by offering access to LLMs in an easier-to-use package.

Large Language Models 130

Large Language Models AI AI AI Modeling 130

Marktechpost

APRIL 7, 2024

The fields of Natural Language Processing (NLP) and Natural Language Generation (NLG) have undergone amazing transformations since the introduction of Large Language Models (LLMs) and multimodal foundation models. These models, which include GPT4V, Claude, and Gemini, combine visual encoders and LLMs. points, respectively.

Artificial Intelligence 127

Artificial Intelligence Artificial Intelligence Algorithm Natural Language Processing 127

Towards AI

MAY 15, 2024

Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. This article summarizes some of the most important LLM papers published during the Second Week of May 2024. Join thousands of data leaders on the AI newsletter.

LLM 73

LLM Large Language Models Data Science Machine Learning 73

Marktechpost

MARCH 25, 2024

Large Language Models (LLMs) like ChatGPT, Google’s Bert, Gemini, Claude Models, and others have emerged as central figures, redefining our interaction with digital interfaces. LLM is an AI system designed to understand, generate, and work with human language on a large scale. What are Large Language Models?

ChatGPT 125

ChatGPT Large Language Models Neural Network BERT 125

AssemblyAI

MARCH 18, 2024

Advanced Large Language Models (LLMs) are powering chatbots, image generators, and software that can handle complicated requests from users and return near-human results.   In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications. 

Generative AI 147

Generative AI Large Language Models AI AI 147

AI News

FEBRUARY 19, 2024

However, this decision by Reddit may not sit well with its user base, as the company has faced increasing opposition from its community regarding its recent business decisions.

Large Language Models 218

Large Language Models Big Data LLM AI 218

Marktechpost

APRIL 6, 2024

Some other methods employ text-mining techniques for inventive problem formulation or map TRIZ principles to patents using topic modeling. By harnessing LLMs’ extensive knowledge and advanced reasoning capabilities, AutoTRIZ offers a new approach to design automation and interpretable ideation with artificial intelligence.

Large Language Models 133

Large Language Models Automation Natural Language Processing Categorization 133

Flipboard

AUGUST 19, 2023

It’s highly unlikely that you’ve missed the buzz surrounding generative AI, and specifically large language models (LLMs) like ChatGPT. In recent months, these have been hot topics everywhere, from social media to the news to everyday conversations, and we’ve only just begun to learn what …

Large Language Models 123

Large Language Models ChatGPT Generative AI AI 123

Towards AI

MARCH 5, 2024

While doing research for my last article titled “AI, Humans, and Loops”, I stumbled upon an unexpected occurrence — a brief change of topic in the middle of an answer to my question. Discovering the digression Digressions, as I learned, are deviations from the main topic, offering additional, albeit sometimes unrelated, insights.

ChatGPT 78

ChatGPT Large Language Models Artificial Intelligence Artificial Intelligence 78

Marktechpost

JANUARY 30, 2024

The integration of Large Language Models (LLMs) with multimodal data processing has led to the creation of sophisticated MM-LLMs (MultiModal Large Language Models). In MM-LLMs, pre-trained unimodal models, particularly LLMs, are mixed with additional modalities to capitalize on their strengths. Check out the Paper.

Large Language Models 136

Large Language Models AI Researcher AI Research LLM 136

AssemblyAI

SEPTEMBER 29, 2023

By using Audio Intelligence, LLMs and frameworks, companies can build on top of ASR to create tools that categorize content, increase searchability, aid in podcast or video editing, and intelligently synthesize this information. And that’s just a glimpse of what’s possible.

Categorization 264

Categorization Auto-complete AI Modeling LLM 264

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. AutoGen might be a game changer as it aims to transform the development process of complex applications leveraging the power of LLMs.

Large Language Models 290

Large Language Models LLM Auto-complete Automation 290

Marktechpost

APRIL 1, 2024

Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level. The book also provides a guide for leveraging and deploying LLMs to solve practical problems. and explains how they work.

ChatGPT 106

ChatGPT Large Language Models Prompt Engineer Prompt Engineering 106

Becoming Human

APRIL 16, 2024

Right now I am focusing on 5 primary AI Topics. Here is what each Conversational AI Topic Includes: Insight Article Future & AI & LLMs : Where we are and where we are going within AI Big Picture Perspective : Impact on Media, Internet, Culture, Businesses, Ethics, AI governance, privacy, security, etc… 2.

Conversational AI 45

Conversational AI Artificial Intelligence Artificial Intelligence AI 45

AssemblyAI

SEPTEMBER 6, 2023

To learn more about what you can do with the AssemblyAI API, like summarize files, analyze sentiment, or apply LLMs to transcripts, continue below. Analyzing transcripts with LLMs The AssemblyAI Python SDK also makes it easy to apply LLMs to transcripts using LeMUR. Otherwise, feel free to jump down to the Final Words section.

Python 147

Python Machine Learning Generative AI Chatbots 147

Unite.AI

JUNE 30, 2023

Large Language Model (LLM) technology will play a significant role in the development of future applications. LLMs are very good at understanding language because of the extensive pre-training that has been done for foundation models on trillions of lines of public domain text, including code.

Large Language Models 278

Large Language Models LLM OpenAI Prompt Engineer 278

Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). Three types of graph-based applications, i.e., pure graphs, text-rich graphs, and text-paired graphs, have been associated with the integration of LLMs.

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Large Language Models AI Researcher AI Research Neural Network 128