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. The methodology focuses on three primary approaches: 1.

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Large Language Models Categorization LLM Explainability 130

AWS Machine Learning Blog

AUGUST 2, 2024

The initial draft of a large language model (LLM) generated earnings call script can be then refined and customized using feedback from the company’s executives. Amazon Bedrock offers a straightforward way to build and scale generative AI applications with foundation models (FMs) and LLMs.

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Prompt Engineer Prompt Engineering LLM Generative AI 135

Towards AI

FEBRUARY 13, 2024

Leading this revolution is ChatGPT, a state-of-the-art large language model (LLM) developed by OpenAI. As a large language model, ChatGPT is built on a vast dataset of language examples, enabling it to understand and generate human-like text with remarkable accuracy.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 105

ODSC - Open Data Science

SEPTEMBER 19, 2023

Prompt engineers are responsible for developing and maintaining the code that powers large language models or LLMs for short. But to make this a reality, prompt engineers are needed to help guide large language models to where they need to be.

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Prompt Engineer Prompt Engineering Large Language Models Software Engineer 98

Marktechpost

FEBRUARY 23, 2024

In the rapidly evolving field of artificial intelligence, the quest for enhancing the reasoning capabilities of large language models (LLMs) has led to groundbreaking methodologies that push the boundaries of what machines can understand and solve. If you like our work, you will love our newsletter.

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Explainability Large Language Models Prompt Engineer Prompt Engineering 131

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 Engineer Prompt Engineering Large Language Models Natural Language Processing 98

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

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Prompt Engineer Prompt Engineering Large Language Models Data Science 97

Towards AI

APRIL 10, 2023

Photo by Unsplash.com The launch of ChatGPT has sparked significant interest in generative AI, and people are becoming more familiar with the ins and outs of large language models. It’s worth noting that prompt engineering plays a critical role in the success of training such models.

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Prompt Engineer Prompt Engineering Data Scientist Natural Language Processing 98

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

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OpenAI Prompt Engineering Prompt Engineer Responsible AI 305

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. A transformer architecture is typically implemented as a Large language model.

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Large Language Models LLM Natural Language Processing Deep Learning 85

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

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Prompt Engineer Prompt Engineering Computer Vision Machine Learning 123

IBM Journey to AI blog

OCTOBER 30, 2024

Large language models (LLMs) are becoming an integral part of a risk and compliance program, and they require little to no training. The platform incorporates the innovative Prompt Lab tool, specifically engineered to streamline prompt engineering processes. Furthermore, watsonx.ai

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Prompt Engineering Prompt Engineer ETL Machine Learning 291

Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? While users initially experimented with different commands on their own, they began to push the limits of the language model’s capabilities day by day, producing more and more surprising outputs each time.

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 83

Towards AI

OCTOBER 19, 2024

Yet, for all their sophistication, they often can’t explain their choices — this lack of transparency isn’t just frustrating — it’s increasingly problematic as AI becomes more integrated into critical areas of our lives. Enter Explainable AI (XAI), a field dedicated to making AI’s decision-making process more transparent and understandable.

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Explainability Explainable AI Natural Language Processing Prompt Engineering 105

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. As McLoone explains, it is all a question of purpose. “I It was certainly inescapable. It doesn’t have to be right.” We don’t scrape the web.

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Generative AI LLM Big Data Explainability 275

Flipboard

DECEMBER 6, 2024

The chatbot could be infused with 10 years of learning sciences literature to help analyze and explain in plain language what a dashboard is showing, he adds. Now, though, large language models can easily mark discussion posts as on or off topic with a minimum amount of prompt engineering, Pardos says.

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AI Tools Large Language Models Chatbots ChatGPT 174

Flipboard

NOVEMBER 14, 2024

In today’s column, I will explain three new best practices for coping with prompt wording sensitivities when using generative AI and large language models (LLMs). It is widely known that you must word your prompts cautiously to ensure that AI gets the drift of what you are asking … The deal is this.

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Generative AI Large Language Models Explainability AI 172

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. It provides codes for working with various models, such as GPT-4, BERT, T5, etc., and explains how they work.

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ChatGPT Prompt Engineer Prompt Engineering Large Language Models 119

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. What is a prompt? A prompt is the first message given to a large language model. ChatGPT showed people what are the possibilities of NLP and AI in general.

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Prompt Engineer Prompt Engineering Large Language Models Explainability 83

Marktechpost

MAY 3, 2024

In today’s era, learning ChatGPT is essential for mastering the capabilities of large language models in various fields. Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering.

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ChatGPT Prompt Engineer Prompt Engineering Large Language Models 110

Unite.AI

NOVEMBER 3, 2023

Introduction Prompt engineering focuses on devising effective prompts to guide Large Language Models (LLMs) such as GPT-4 in generating desired responses. A well-crafted prompt can be the difference between a vague or inaccurate answer and a precise, insightful one.

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Prompt Engineer Prompt Engineering Large Language Models LLM 147

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. This trainable custom model can then be progressively improved through a feedback loop as shown above.

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Prompt Engineer Prompt Engineering Large Language Models Responsible AI 52

Marktechpost

AUGUST 27, 2023

American attorneys and administrators are reevaluating the legal profession due to advances in large language models (LLMs). This typology is based on the frameworks attorneys use to explain legal reasoning. They contribute to this paper: 1. In the appendix, a detailed description of each assignment is given.

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Large Language Models LLM Prompt Engineering Computer Scientist 98

IBM Journey to AI blog

SEPTEMBER 28, 2023

As a testament to the rigor IBM puts into the development and testing of its foundation models, IBM will indemnify clients against third party IP claims against IBM-developed foundation models. It can also help autocomplete code, modify code and explain code snippets in natural language.

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Generative AI Large Language Models AI AI 250

Marktechpost

APRIL 28, 2024

The popularity of AI has skyrocketed in the past few years, with new avenues being opened up with the rise in the use of large language models (LLMs). It also covers topics like generative AI and its applications, as well as prompt engineering.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 111

Unite.AI

MAY 24, 2024

In recent years, large language models (LLMs) have made remarkable strides in their ability to understand and generate human-like text. These models, such as OpenAI's GPT and Anthropic's Claude, have demonstrated impressive performance on a wide range of natural language processing tasks.

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Large Language Models Prompt Engineering Prompt Engineer Natural Language Processing 162

AWS Machine Learning Blog

AUGUST 6, 2024

Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs. Customization unlocks the transformative potential of large language models. Learn more here.

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Generative AI Prompt Engineer Prompt Engineering Large Language Models 139

Towards AI

APRIL 12, 2024

Fine-Tuning AI Responses with Savvy Prompt Engineering I don’t know about you, but as much as I love ChatGPT, specifically GPT 4, one thing I cannot stand is the tone in which it writes, and its habit of inundating me with reams of text when I ask a basic question. Image created by me, using DALL-E.

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ChatGPT Prompt Engineer Prompt Engineering Large Language Models 105

Towards AI

OCTOBER 30, 2024

lets see the power of PDL in the world of LLMs When we think of working with Large Language Models (LLMs) — those amazing AIs that can write poems or even code — we often forget one important part, i.e. Prompt engineering is like giving instructions to these smart models.

Prompt Engineer 122

Prompt Engineer Prompt Engineering Large Language Models Explainability 122

Towards AI

JANUARY 30, 2024

I was just playing around with the chatGPT when I tried the following prompt. The model gave a wrong output to a basic arithmetic problem. This wasn’t a surprise (at least for me), as large language models are not designed for arithmetic problem-solving. This is beneficial in debugging the large language models.

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Large Language Models Prompt Engineering Prompt Engineer Explainability 111

Marktechpost

MAY 30, 2024

Introduction to Generative AI This introductory microlearning course explains Generative AI, its applications, and its differences from traditional machine learning. Introduction to Large Language Models This course covers large language models (LLMs), their use cases, and how to enhance their performance with prompt tuning.

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Artificial Intelligence Artificial Intelligence BERT Computer Vision 132

Towards AI

JULY 27, 2024

While Open AI’s ChatGPT and Google’s Bard, now Gemini, get most of the limelight, Claude AI stands out for its impressive features and being the most reliable and ethical Large Language Model. This means it can explain the reasoning and decision-making process behind all of its responses.

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ChatGPT Prompt Engineer Prompt Engineering Explainability 119

Marktechpost

DECEMBER 8, 2024

In large language models (LLMs), hallucination refers to instances where models generate semantically or syntactically plausible outputs but are factually incorrect or nonsensical. Fine-tuning these parameters enables the model to strike the right balance between creativity and reliability.

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Prompt Engineer Prompt Engineering Large Language Models LLM 115

Heartbeat

AUGUST 25, 2023

Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. However; current prompt engineering workflows are incredibly tedious and cumbersome. Logging prompts and their outputs to .csv

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Prompt Engineer Prompt Engineering Large Language Models Metadata 52

Mlearning.ai

JULY 8, 2023

LLM Ops flow — Architecture Architecture explained. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Develop the LLM application using existing models or train a new model. Develop the LLM application using existing models or train a new model.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 52

Unite.AI

SEPTEMBER 19, 2024

In this evolving market, companies now have more options than ever for integrating large language models into their infrastructure. Key Features Gemini Models : Offering multimodal capabilities , Gemini can process text, images, and even video, making it highly versatile for enterprise applications.

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LLM Automation Large Language Models OpenAI 246

Unite.AI

NOVEMBER 20, 2024

The growth of autonomous agents by foundation models (FMs) like Large Language Models (LLMs) has reform how we solve complex, multi-step problems. These agents perform tasks ranging from customer support to software engineering, navigating intricate workflows that combine reasoning, tool use, and memory.

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