AI News

APRIL 17, 2024

SAS, a specialist in data and AI solutions, has unveiled what it describes as a “game-changing approach” for organisations to tackle business challenges head-on. In reality, LLMs are a very small part of the modelling needs of real-world production deployments of AI and decision making for businesses.

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AI Modeling Large Language Models Big Data AI 363

AI News

OCTOBER 22, 2024

Sonnet as the first frontier AI model to offer such functionality. Sonnet represents a significant leap for AI-powered coding,” reports GitLab, which noted up to 10% stronger reasoning across use cases without additional latency. Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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AI Modeling Big Data AI AI 322

AI News

MAY 1, 2024

A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. This lawsuit is not a battle between new technology and old technology.

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OpenAI Large Language Models Big Data ChatGPT 336

Unite.AI

DECEMBER 26, 2024

Understanding AI Hallucinations AI hallucinations occur when a model produces outputs that may seem logical but are factually incorrect. For instance, a chatbot might provide incorrect medical advice with exaggerated uncertainty, or an AI-generated report could misinterpret crucial legal information. What is MoME?

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LLM Chatbots AI AI 147

IBM Journey to AI blog

JUNE 19, 2024

Of all the use cases, many of us are now extremely familiar with natural language processing AI chatbots that can answer our questions and assist with tasks such as composing emails or essays. Yet even with widespread adoption of these chatbots, enterprises are still occasionally experiencing some challenges.

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Generative AI Natural Language Processing Chatbots LLM 282

NVIDIA

MARCH 13, 2024

Editor’s note: This post is part of our AI Decoded series , which aims to demystify AI by making the technology more accessible, while showcasing new hardware, software, tools and accelerations for RTX PC and workstation users. If AI is having its iPhone moment, then chatbots are one of its first popular apps.

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Large Language Models Chatbots LLM AI 142

AI News

AUGUST 2, 2024

One of the most widely recognised benchmarks in the AI community is the LMSYS Chatbot Arena, which evaluates models on various tasks and assigns an overall competency score. This significant improvement suggests that Google’s latest model may possess greater overall capabilities than its competitors.

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Big Data Chatbots OpenAI AI Strategy 357

Unite.AI

JANUARY 31, 2024

It is the first time a widely recognized regulatory body has penned down AI regulation. July: Meta announces its open-source LLM model Llama 2 , and Anthropic releases ChatGPT competitor Claude 2. August: Quora announces its own AI chatbot called ‘ Poe ’. December: Google announces Gemini , its multimodal AI model.

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ChatGPT AI Chatbots OpenAI AI 359

IBM Journey to AI blog

SEPTEMBER 27, 2023

Large language models (LLMs) are foundation models that use artificial intelligence (AI), deep learning and massive data sets, including websites, articles and books, to generate text, translate between languages and write many types of content. The license may restrict how the LLM can be used.

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Large Language Models LLM Explainability Chatbots 289

IBM Journey to AI blog

APRIL 24, 2024

Prompt injections are a type of attack where hackers disguise malicious content as benign user input and feed it to an LLM application. The hacker’s prompt is written to override the LLM’s system instructions, turning the app into the attacker’s tool. For example, the remoteli.io ” It worked on the remoteli.io

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LLM Large Language Models Chatbots Artificial Intelligence 264

AI News

JUNE 23, 2023

Open-source LLM provider MosaicML has announced the release of its most advanced models to date, the MPT-30B Base, Instruct, and Chat. With MPT-30B, businesses can leverage the power of generative AI while maintaining data privacy and security.

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AI News

AUGUST 27, 2024

The influence is mutual where not only are the models affected by the data we train on, but also our culture and the data we generate will be influenced by LLMs,” said Rio Yokota, professor at the Global Scientific Information and Computing Center at the Tokyo Institute of Technology.

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Big Data Large Language Models AI AI 317

Unite.AI

JULY 19, 2024

To deal with this issue, various tools have been developed to detect and correct LLM inaccuracies. While each tool has its strengths and weaknesses, they all play a crucial role in ensuring the reliability and trustworthiness of AI as it continues to evolve 1. Pros Precise analysis and accurate evaluation to deliver reliable insights.

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LLM AI AI Data Quality 279

Towards AI

APRIL 21, 2024

The solution is not to break the company firewall but to build a real air-gapped AI and make it up and running locally or in containers. So, in this blog post, I will share with you how to build an Air-gapped LLM-based AI Chatbot in Containers Step-by-Step by leveraging open-source technologies such as Ollama, Docker, and the Open WebUI.

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AI Chatbots Chatbots LLM Large Language Models 105

Marktechpost

APRIL 30, 2024

A few moments ago, a cutting-edge AI model called “gpt2-chatbot” was making waves in X’s AI community (Twitter). Its increasing popularity on major benchmarking sites has only increased curiosity among researchers and developers about its potential to surpass existing models like GPT-4.

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Chatbots Large Language Models Artificial Intelligence Artificial Intelligence 130

AssemblyAI

MAY 3, 2023

In the past months, an exquisitely human-centric approach called Reinforcement Learning from Human Feedback (RLHF) has rapidly emerged as a tour de force in the realm of AI alignment. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives. Et voilà !

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Large Language Models Neural Network LLM ChatGPT 363

AI News

FEBRUARY 22, 2024

Marc Andreessen, the co-founder of Netscape and a16z, recently created an “outrageously safe” parody AI model called Goody-2 LLM that refuses to answer questions deemed problematic.

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Big Data AI Modeling LLM AI Developer 345

Unite.AI

JANUARY 26, 2024

Recent advances in large language models (LLMs) like GPT-4, PaLM have led to transformative capabilities in natural language tasks. LLMs are being incorporated into various applications such as chatbots, search engines, and programming assistants. This transfers orders of magnitude less data than snapshots.

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Large Language Models LLM Software Architect Chatbots 241

IBM Journey to AI blog

APRIL 26, 2024

However, there are smaller models that have the potential to innovate gen AI capabilities on mobile devices. Let’s examine these solutions from the perspective of a hybrid AI model. The basics of LLMs LLMs are a special class of AI models powering this new paradigm. Is smaller better?

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Hybrid AI Large Language Models LLM AI 246

NVIDIA

MAY 1, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and which showcases new hardware, software, tools and accelerations for RTX PC users. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

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AI Modeling Neural Network Chatbots Metadata 131

IBM Journey to AI blog

JANUARY 11, 2024

There are similar issues in trusting a chatbot AI to code a business application. Here’s where the magic of an LLM tuned on enterprise COBOL-to-Java conversion can make a difference. By decoupling commands and data, such as discrete processes, the solution refactors the COBOL code into modular business service components.

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Generative AI DevOps AI AI 307

NVIDIA

JULY 18, 2024

Mistral AI and NVIDIA today released a new state-of-the-art language model, Mistral NeMo 12B, that developers can easily customize and deploy for enterprise applications supporting chatbots, multilingual tasks, coding and summarization. This collaboration underscores NVIDIA’s commitment to supporting the model-builder ecosystem.

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AI Modeling Large Language Models LLM AI 145

Unite.AI

DECEMBER 12, 2024

This is where inference APIs for open LLMs come in. These services are like supercharged backstage passes for developers, letting you integrate cutting-edge AI models into your apps without worrying about server headaches, hardware setups, or performance bottlenecks. The potential is there, but the performance?

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Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

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Large Language Models LLM Auto-complete Natural Language Processing 130

Unite.AI

OCTOBER 19, 2023

OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. While it has employed various versions of the GPT model, GPT-4 is its most recent iteration. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. Avoiding content rules.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

Towards AI

NOVEMBER 14, 2024

From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy. The core principles and tools of LLM Development can be learned quickly.

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LLM Software Development Machine Learning Data Scientist 116

Unite.AI

SEPTEMBER 27, 2023

Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

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Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

IBM Journey to AI blog

SEPTEMBER 3, 2024

Hay argues that part of the problem is that the media often conflates gen AI with a narrower application of LLM-powered chatbots such as ChatGPT, which might indeed not be equipped to solve every problem that enterprises face. This is good news because the LLM is often the costliest piece of the value chain.

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Generative AI LLM AI AI 308

Unite.AI

MARCH 15, 2024

The search engine uses a proprietary language model, ensuring unique and effective search capabilities. Features AI tools: Moreover, You.com presents a variety of AI-enhanced tools, including an image generator, a chatbot, and a writer. It uses advanced AI and semantic search technologies to transform online search.

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AI AI OpenAI Chatbots 306

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Inputting the Prompt: The prompt is fed into the LLM.

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Chatbots LLM Explainability Large Language Models 253

NVIDIA

OCTOBER 23, 2024

With the Indian healthcare market projected to grow from about $180 billion last year to $320 billion by 2028 , the new AI model has the potential to dramatically improve healthcare accessibility and efficiency. This builds upon the center’s existing NVIDIA AI-powered knowledge-exploration framework, called Neuro Voyager.

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LLM Generative AI Natural Language Processing Computer Vision 132

AssemblyAI

AUGUST 3, 2023

The exploding popularity of conversational AI tools has also raised serious concerns about AI safety. From the large-scale proliferation of biased or false information to risks of psychological distress for chatbot users, the potential for misuse of language models is a subject of intense debate.

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LLM ChatGPT Chatbots OpenAI 238

AssemblyAI

JULY 19, 2024

Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. To achieve this, we use LeMUR , AssemblyAI's framework for applying LLMs to speech data. You can access all Claude 3 models through the AssemblyAI platform at no additional cost. To use Sonnet 3.5, Use bullet points."

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Prompt Engineer Prompt Engineering LLM Python 299

Marktechpost

MAY 20, 2024

It’s based on the GPT-3 architecture but incorporates rotary positional embeddings, multiquery attention, FlashAttention-2, and parallel attention/MLP decoder-blocks, distinguishing it from the original GPT-3 model. The Falcon family includes Falcon-40B and Falcon-7B models, with the former excelling on the Open LLM Leaderboard.

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Large Language Models AI Modeling LLM Chatbots 128

AssemblyAI

AUGUST 18, 2023

The maxim "bigger is better" has been a defining ethos in the AI industry, with the notion that scaling up an AI model amplifies its performance. In what follows, we focus on the following questions: What drives the scaling of LLMs? What challenges and trade-offs exist in engineering LLM-based solutions?

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Large Language Models LLM Chatbots Generative AI 130

Unite.AI

JULY 26, 2023

Enterprise developers, for instance, often utilize prompt engineering to tailor Large Language Models (LLMs) like GPT-3 to power a customer-facing chatbot or handle tasks like creating industry-specific contracts. It's a blend of: Understanding of the LLM: Different language models may respond variably to the same prompt.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

NVIDIA

JULY 23, 2024

In essence, the production-ready microservices enable highly accurate information retrieval for building highly accurate AI applications. Embedding and Reranking Models NeMo Retriever NIM microservices comprise two model types — embedding and reranking — with open and commercial offerings that ensure transparency and reliability.

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LLM Chatbots Generative AI AI 122