Flipboard

NOVEMBER 20, 2024

Retrieval Augmented Generation (RAG) has become a crucial technique for improving the accuracy and relevance of AI-generated responses. The effectiveness of RAG heavily depends on the quality of context provided to the large language model (LLM), which is typically retrieved from vector stores based on user queries.

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Metadata LLM Natural Language Processing Generative AI 160

Marktechpost

AUGUST 31, 2024

Large Language Models (LLMs) have demonstrated remarkable capabilities in various natural language processing tasks. However, they face a significant challenge: hallucinations, where the models generate responses that are not grounded in the source material.

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Large Language Models Categorization LLM Explainability 126

Unite.AI

FEBRUARY 7, 2024

But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code.

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Machine Learning Large Language Models LLM BERT 288

AWS Machine Learning Blog

JUNE 18, 2024

Traditional neural network models like RNNs and LSTMs and more modern transformer-based models like BERT for NER require costly fine-tuning on labeled data for every custom entity type. By using the model’s broad linguistic understanding, you can perform NER on the fly for any specified entity type.

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Large Language Models Natural Language Processing LLM Computer Vision 118

Unite.AI

JANUARY 1, 2025

AI chatbots, for example, are now commonplace with 72% of banks reporting improved customer experience due to their implementation. Integrating natural language processing (NLP) is particularly valuable, allowing for more intuitive customer interactions. The average cost of a data breach in financial services is $4.45

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Explainable AI AI AI Natural Language Processing 135

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. What are Large Language Models and Why are They Important? Responsible AI tooling remains an active area of innovation.

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Large Language Models Prompt Engineer Prompt Engineering LLM 100

ODSC - Open Data Science

JULY 3, 2023

We’re hearing a lot about large language models, or LLMs recently in the news. Because of this, LLMs have a wide range of potential applications, including in the fields of natural language processing, machine translation, and text generation. LLaMA was trained on publicly available datasets.

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Large Language Models Data Science Natural Language Processing Prompt Engineer 98

Flipboard

FEBRUARY 19, 2025

Additionally, we discuss some of the responsible AI framework that customers should consider adopting as trust and responsible AI implementation remain crucial for successful AI adoption. Amazon Bedrock hosts and manages the large language models (LLMs) , currently using Claude 3.5

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Responsible AI Natural Language Processing Explainability Large Language Models 81

AWS Machine Learning Blog

NOVEMBER 19, 2024

This is where the concept of guardrails comes into play, providing a comprehensive framework for implementing governance and control measures with safeguards customized to your application requirements and responsible AI policies. Have access to the large language model (LLM) that will be used. Install Python 3.8

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Automation Responsible AI Generative AI Software Development 106

Unite.AI

JULY 11, 2023

Introduction to Large Language Models Image Source Course difficulty: Beginner-level Completion time: ~ 45 minutes Prerequisites: No What will AI enthusiasts learn? This course explores LLMs (Large Language Models) – AI models trained on large amounts of textual data.

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Generative AI BERT Natural Language Processing Large Language Models 189

Flipboard

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. This innovative application of generative AI delivers tangible productivity gains and operational efficiencies to the insurance industry.

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Generative AI Prompt Engineer Prompt Engineering Software Development 151

Marktechpost

APRIL 21, 2024

This microlearning module is perfect for those curious about how AI can generate content and innovate across various fields. Introduction to Responsible AI : This course focuses on the ethical aspects of AI technology. It introduces learners to responsible AI and explains why it is crucial in developing AI systems.

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Artificial Intelligence Artificial Intelligence BERT Large Language Models 137

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. As LLMs become integral to AI applications, ethical considerations take center stage.

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Prompt Engineering Prompt Engineer Large Language Models Responsible AI 52

Marktechpost

MAY 30, 2024

It teaches model accuracy improvement techniques and practical solutions for data limitations. Learners will gain hands-on experience with image classification models using public datasets. Natural Language Processing on Google Cloud This course introduces Google Cloud products and solutions for solving NLP problems.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 130

AWS Machine Learning Blog

FEBRUARY 6, 2025

Aetion chose to use Amazon Bedrock for working with large language models (LLMs) due to its vast model selection from multiple providers, security posture, extensibility, and ease of use. Ornela specializes in natural language processing, predictive analytics, and MLOps, and holds a Masters of Science in Statistics.

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Generative AI Natural Language Processing Machine Learning LLM 70

ODSC - Open Data Science

MARCH 10, 2025

Researchers and practitioners explored complex architectures, from transformers to reinforcement learning , leading to a surge in sessions on natural language processing (NLP) and computervision. Simultaneously, concerns around ethical AI , bias , and fairness led to more conversations on Responsible AI.

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Data Science Neural Network Convolutional Neural Networks Large Language Models 52

Marktechpost

MAY 6, 2024

In the quickly changing field of Natural Language Processing (NLP), the possibilities of human-computer interaction are being reshaped by the introduction of advanced conversational Question-Answering (QA) models. Recently, Nvidia has published a competitive Llama3-70b QA/RAG fine-tune. The Llama3-ChatQA-1.5

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Large Language Models Natural Language Processing NLP Responsible AI 117

AWS Machine Learning Blog

FEBRUARY 21, 2025

Large language models (LLMs) excel at generating human-like text but face a critical challenge: hallucinationproducing responses that sound convincing but are factually incorrect. About the Authors Dheer Toprani is a System Development Engineer within the Amazon Worldwide Returns and ReCommerce Data Services team.

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LLM Large Language Models Natural Language Processing Machine Learning 109

Heartbeat

OCTOBER 12, 2023

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. However, the influence of large language models extends beyond text alone.

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Large Language Models Neural Network Convolutional Neural Networks Artificial Intelligence 59

AWS Machine Learning Blog

MARCH 20, 2025

The benefits of using Amazon Bedrock Data Automation Amazon Bedrock Data Automation provides a single, unified API that automates the processing of unstructured multi-modal content, minimizing the complexity of orchestrating multiple models, fine-tuning prompts, and stitching outputs together.

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Automation IDP Generative AI Prompt Engineer 104

Marktechpost

JUNE 8, 2024

Microsoft’s AI courses offer comprehensive coverage of AI and machine learning concepts for all skill levels, providing hands-on experience with tools like Azure Machine Learning and Dynamics 365 Commerce.

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Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineer 122

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. As we explore the landscape of LLM vulnerabilities, it becomes evident that innovation comes with responsibility.

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LLM Large Language Models Prompt Engineer Prompt Engineering 167

AWS Machine Learning Blog

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle. Prior to Amazon, Evangelia completed her Ph.D.

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Generative AI Responsible AI Automation LLM 86

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning (ML) technologies can drive decision-making in virtually all industries, from healthcare to human resources to finance and in myriad use cases, like computer vision , large language models (LLMs), speech recognition, self-driving cars and more. Manage a range of machine learning models with watstonx.ai

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Machine Learning Neural Network Algorithm Computer Vision 230

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc. What is prompt engineering?

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Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 111

AWS Machine Learning Blog

JANUARY 30, 2025

The AWS Social Responsibility & Impact (SRI) team recognized an opportunity to augment this function using generative AI. The team developed an innovative solution to streamline grant proposal review and evaluation by using the natural language processing (NLP) capabilities of Amazon Bedrock.

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Prompt Engineer Prompt Engineering Generative AI Software Development 82

Unite.AI

FEBRUARY 21, 2025

Large Language Models (LLMs) have significantly advanced natural language processing (NLP), excelling at text generation, translation, and summarization tasks. However, their ability to engage in logical reasoning remains a challenge.

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Large Language Models LLM Natural Language Processing NLP 150

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). The code implementation of the original LLaMA-1 model is available here on GitHub.

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LLM Large Language Models Natural Language Processing Chatbots 111

IBM Journey to AI blog

OCTOBER 16, 2023

Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data. Generative AI chatbots have been known to insult customers and make up facts.

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Metadata Explainability Automation Explainable AI 220

ODSC - Open Data Science

FEBRUARY 15, 2024

Large language models have taken the world by storm, offering impressive capabilities in natural language processing. However, while these models are powerful, they can often benefit from fine-tuning or additional training to optimize performance for specific tasks or domains.

Large Language Models 52

Large Language Models LLM Data Science Robotics 52

AWS Machine Learning Blog

FEBRUARY 5, 2025

As large language models (LLMs) become increasingly integrated into customer-facing applications, organizations are exploring ways to leverage their natural language processing capabilities. Integrating with Amazon SageMaker JumpStart to utilize the latest large language models with managed solutions.

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LLM Chatbots Conversational AI Large Language Models 90

AWS Machine Learning Blog

FEBRUARY 12, 2025

Large language models (LLMs) have revolutionized the field of natural language processing with their ability to understand and generate humanlike text. The following diagram from Role-Play with Large Language Models illustrates this flow.

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LLM ML Natural Language Processing Machine Learning 76

Unite.AI

AUGUST 28, 2024

Language models has witnessed rapid advancements, with Transformer-based architectures leading the charge in natural language processing. However, as models scale, the challenges of handling long contexts, memory efficiency, and throughput have become more pronounced. A New Chapter in AI Development?

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Large Language Models NLP Natural Language Processing Responsible AI 130

AWS Machine Learning Blog

JANUARY 29, 2025

Generative AI architecture components Before diving deeper into the common operating model patterns, this section provides a brief overview of a few components and AWS services used in the featured architectures. LLMs may hallucinate, which means a model can provide a confident but factually incorrect response.

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Generative AI AI AI Large Language Models 79

John Snow Labs

NOVEMBER 1, 2023

Gender-Occupational Stereotypes in LLMs Introduction In the realm of artificial intelligence and natural language processing, addressing bias and stereotypes is now a pressing concern. Language models, celebrated for their linguistic prowess, have faced scrutiny for perpetuating gender and occupational stereotypes.

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Large Language Models Natural Language Processing OpenAI Artificial Intelligence 52

NYU Center for Data Science

DECEMBER 12, 2023

The Center for Responsible AI (NYU R/AI) is leading this charge by embedding ethical considerations into the fabric of artificial intelligence research and development. The Center for Responsible AI is a testament to NYU’s commitment to pioneering research that upholds and advances these ideals.

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Responsible AI Large Language Models Algorithm Natural Language Processing 98

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

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Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98