Analytics Vidhya

JULY 9, 2024

Introduction Large Language Models, the successors to the Transformers have largely worked within the space of Natural Language Processing and Natural Language Understanding. From their introduction, they have been replacing the traditional rule-based chatbots. ’s Code Execution Feature?

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Large Language Models Natural Language Processing Chatbots LLM 220

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. This step effectively communicates the information and context with the LLM , ensuring a comprehensive understanding for accurate output generation.

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LLM Large Language Models Chatbots Natural Language Processing 243

John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

Natural Language Processing 98

Natural Language Processing NLP Large Language Models Chatbots 98

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. This concept is not exclusive to natural language processing, and has also been employed in other domains.

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Large Language Models Neural Network LLM ChatGPT 363

Marktechpost

MARCH 12, 2024

The advent of large language models (LLMs) has ushered in a new era in computational linguistics, significantly extending the frontier beyond traditional natural language processing to encompass a broad spectrum of general tasks.

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Chatbots Computational Linguistics Large Language Models LLM 129

Unite.AI

OCTOBER 19, 2023

OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. Showing hidden data.

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Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

Marktechpost

DECEMBER 4, 2023

Large Language Models (LLMs) are artificial intelligence models for natural language processing tasks. They have transformed natural language processing with their ability to understand and develop human-like text. These metrics function as standards, assessing how useful the chatbot is.

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Large Language Models LLM Natural Language Processing Chatbots 139

Marktechpost

MARCH 19, 2024

IBM researchers have introduced LAB (Large-scale Alignment for chatbots) to address the scalability challenges encountered during the instruction-tuning phase of training large language models (LLMs). LAB represents a significant step forward in the efficient training of LLMs for a wide range of applications.

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Large Language Models LLM Natural Language Processing Chatbots 131

Unite.AI

MARCH 11, 2024

Unlike older AI systems that use just one AI model like the Transformer based LLM, CAS emphasizes integration of multiple tools. For instance, a chatbot using retrieval-augmented generation (RAG) can handle missing information gracefully. This flexibility allows for rapid adjustments and improvements.

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AI Modeling Neural Network Large Language Models AI 303

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.

Large Language Models 130

Large Language Models LLM Auto-complete Natural Language Processing 130

AWS Machine Learning Blog

FEBRUARY 19, 2024

Modern chatbots can serve as digital agents, providing a new avenue for delivering 24/7 customer service and support across many industries. Their popularity stems from the ability to respond to customer inquiries in real time and handle multiple queries simultaneously in different languages.

Chatbots 130

Chatbots Data Ingestion Machine Learning Generative AI 130

IBM Journey to AI blog

APRIL 26, 2024

The basics of LLMs LLMs are a special class of AI models powering this new paradigm. Natural language processing (NLP) enables this capability. To train LLMs, developers use massive amounts of data from various sources, including the internet. The billions of parameters processed make them so large.

Hybrid AI 246

Hybrid AI Large Language Models LLM AI 246

Flipboard

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. We continue to see emerging challenges stemming from the nature of the assortment of datasets available. This post is co-written with Stanislav Yeshchenko from Q4 Inc.

Chatbots 168

Chatbots LLM Prompt Engineer Prompt Engineering 168

Marktechpost

MAY 13, 2024

Large language models (LLMs) such as GPT-4 and Llama are at the forefront of natural language processing, enabling various applications from automated chatbots to advanced text analysis. In practice, Vidur has demonstrated substantial cost reductions in LLM deployment. Check out the Paper and GitHub.

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LLM Large Language Models Natural Language Processing Automation 105

NVIDIA

OCTOBER 23, 2024

To make information about the brain more accessible to STEM students and researchers, the center is developing an AI chatbot — using the Nemotron-4 Hindi NIM microservice — that can answer neuroscience-related questions in Hindi. 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

Marktechpost

JANUARY 28, 2024

In the evolving landscape of artificial intelligence and natural language processing, utilizing large language models (LLMs) has become increasingly prevalent. This work requires a deep understanding of language and an ability to embody diverse characters consistently. Check out the Paper and Github.

Large Language Models 133

Large Language Models Natural Language Processing Artificial Intelligence Artificial Intelligence 133

Chatbots Life

AUGUST 23, 2024

Large Language Models have emerged as the central component of modern chatbots and conversational AI in the fast-paced world of technology. The use cases of LLM for chatbots and LLM for conversational AI can be seen across all industries like FinTech, eCommerce, healthcare, cybersecurity, and the list goes on.

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Conversational AI Chatbots Large Language Models LLM 75

AWS Machine Learning Blog

OCTOBER 11, 2024

Solution overview In this post, we explore a sample use case for an online retail chatbot. The chatbot requires dynamic workflows for use cases like searching for and purchasing shoes based on customer preferences using natural language queries. For more details, see Delete a guardrail.

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LLM Chatbots Natural Language Processing Large Language Models 140

Artificial Corner

JULY 30, 2023

So that’s why I tried in this article to explain LLM in simple or to say general language. Photo by Shubham Dhage on Unsplash Introduction Large language Models (LLMs) are a subset of Deep Learning. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 87

Flipboard

MARCH 30, 2023

They can ingest huge amounts of data, learn from those datasets to improve the algorithm, and perform a variety of natural language processing tasks. LLMs are gaining traction and attention with the proliferation of technologies such as ChatGPT.

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Large Language Models Natural Language Processing Machine Learning Automation 171

Marktechpost

JANUARY 10, 2024

In simple terms, RAG is a natural language processing (NLP) approach that blends retrieval and generation models to enhance the quality of generated content. It addresses challenges faced by Large Language Models (LLMs), including limited knowledge access, lack of transparency, and hallucinations in answers.

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Natural Language Processing Large Language Models Data Ingestion NLP 111

AWS Machine Learning Blog

MARCH 12, 2024

In this post, we discuss how Leidos worked with AWS to develop an approach to privacy-preserving large language model (LLM) inference using AWS Nitro Enclaves. LLMs are designed to understand and generate human-like language, and are used in many industries, including government, healthcare, financial, and intellectual property.

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Large Language Models LLM Chatbots Natural Language Processing 130

Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). Top LLM Research Papers 2023 1. The official BLIP-2 implementation is available here on GitHub.

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LLM Large Language Models Natural Language Processing Chatbots 106

Towards AI

DECEMBER 28, 2023

The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP). These models are trained on massive amounts of text data to learn patterns and relationships in the language.

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 122

Towards AI

MAY 2, 2023

In this post, we explore the concept of querying data using natural language, eliminating the need for SQL queries or coding skills. Natural Language Processing (NLP) and advanced AI technologies can allow users to interact with their data intuitively by asking questions in plain language.

Chatbots 98

Chatbots ML ChatGPT Natural Language Processing 98

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

Marktechpost

JULY 12, 2024

Natural Language Processing (NLP) focuses on the interaction between computers and humans through natural language. It encompasses tasks such as translation, sentiment analysis, and question answering, utilizing large language models (LLMs) to achieve high accuracy and performance.

Algorithm 102

Algorithm LLM Large Language Models NLP 102

Unite.AI

DECEMBER 4, 2023

Small Language Models (SLM) are emerging and challenging the prevailing narrative of their larger counterparts. Despite their excellent language abilities these models are expensive due to high energy consumption, considerable memory requirements as well as heavy computational costs.

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Large Language Models BERT Neural Network Natural Language Processing 217

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

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Auto-complete ChatGPT Large Language Models Neural Network 240

Towards AI

MAY 20, 2023

Technical Challenges Building a custom Language Model (LLM) involves challenges related to model architecture, training, evaluation, and validation. Choosing the appropriate architecture and parameters requires expertise, and training custom LLMs demands advanced machine-learning skills.

LLM 98

LLM Large Language Models Chatbots Natural Language Processing 98

Topbots

AUGUST 7, 2023

Generated with Midjourney Enterprises in every industry and corner of the globe are rushing to integrate the power of large language models (LLMs) like OpenAI’s ChatGPT, Anthropic’s Claude, and AI12Lab’s Jurassic to boost performance in a wide range of business applications, such as market research, customer service, and content generation.

LLM 97

LLM Large Language Models ML Natural Language Processing 97

Marktechpost

AUGUST 14, 2024

70b by Mobius Labs, boasting 70 billion parameters, has been designed to enhance the capabilities in natural language processing (NLP), image recognition, and data analysis. This makes it a great tool for chatbots, virtual assistants, and automated content-generation applications. The release of the HQQ Llama-3.1-70b

Natural Language Processing 129

Natural Language Processing AI Modeling Data Analysis NLP 129

AWS Machine Learning Blog

OCTOBER 1, 2024

Specifically, we focus on chatbots. Chatbots are no longer a niche technology. Although AI chatbots have been around for years, recent advances of large language models (LLMs) like generative AI have enabled more natural conversations. We also provide a sample chatbot application.

Chatbots 97

Chatbots Machine Learning LLM Generative AI 97

Unite.AI

OCTOBER 27, 2024

Developers can easily connect their applications with various LLM providers, databases, and external services while maintaining a clean and consistent API. The framework's modular design allows for easy customization and extension, making it suitable for both simple chatbots and complex AI applications.

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Neural Network Machine Learning NLP Natural Language Processing 162

Towards AI

MAY 31, 2024

I will use Ollama to run my LLM locally. AI chatbots, such as ChatGPT, are designed to communicate with humans through text or speech. Their primary function is to answer questions, provide insights, and use natural language processing (NLP) to understand and respond to human language.

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Natural Language Processing AI Chatbots Chatbots Artificial Intelligence 102

Marktechpost

AUGUST 6, 2023

It has been put to use in the creation of conversational chatbots, the production of original fiction, and the interpretation of foreign languages. When given the prompt “write a poem about the beauty of nature,” the system is capable of generating a piece that successfully satisfies both criteria.

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OpenAI LLM Neural Network Chatbots 98

AWS Machine Learning Blog

JUNE 25, 2024

Large language models (LLMs) enable remarkably human-like conversations, allowing builders to create novel applications. LLMs find use in chatbots for customer service , virtual assistants , content generation , and much more. However, it’s also clear that LLMs without appropriate guardrail mechanisms can be problematic.

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Generative AI LLM Machine Learning Chatbots 135