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 Engineering Prompt Engineer Large Language Models Software Engineer 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 Engineering Prompt Engineer Large Language Models Data Science 97

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 116

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

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

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.

Prompt Engineering 90

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 90

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.

Explainability 99

Explainability Explainable AI Natural Language Processing Prompt Engineer 99

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 Engineering Prompt Engineer LLM Generative AI 127

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 Engineering Prompt Engineer OpenAI ChatGPT 83

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.

Prompt Engineering 85

Prompt Engineering Prompt Engineer Data Scientist Natural Language Processing 85

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 Engineering Prompt Engineer 131

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 Engineering Prompt Engineer Large Language Models Metadata 52

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

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Large Language Models Big Data Explainability ETL 273

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 Engineering Prompt Engineer 52

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.

Prompt Engineering 83

Prompt Engineering Prompt Engineer Large Language Models Explainability 83

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

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Prompt Engineering Prompt Engineer LLM Data Science 52

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 164

Heartbeat

JANUARY 9, 2024

Large language models have emerged as ground-breaking technologies with revolutionary potential in the fast-developing fields of artificial intelligence (AI) and natural language processing (NLP). These LLMs are artificial intelligence (AI) systems trained using large data sets, including text and code.

Large Language Models 52

Large Language Models Natural Language Processing LLM Machine Learning 52

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.

Prompt Engineering 113

Prompt Engineering Prompt Engineer Computer Vision Machine Learning 113

Heartbeat

SEPTEMBER 19, 2023

I’m so excited to talk to you about Language Models! They’re these incredible creations called Large Language Models (LLMs) that have the power to understand and generate human-like text. Comet’s LLMOps tool provides an intuitive and responsive view of our prompt history. Image by Author Hey there!

Large Language Models 52

Large Language Models Metadata LLM Data Scientist 52

Heartbeat

AUGUST 2, 2023

Introduction to LLMs LLM in the sphere of AI Large language models (often abbreviated as LLMs) refer to a type of artificial intelligence (AI) model typically based on deep learning architectures known as transformers. The end goal of such a model is to understand and be able to generate human-like text.

Large Language Models 52

Large Language Models Prompt Engineering Prompt Engineer OpenAI 52

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 Engineering Prompt Engineer Large Language Models 106

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 Computer Scientist Prompt Engineer 98

John Snow Labs

OCTOBER 16, 2023

The recent NLP Summit served as a vibrant platform for experts to delve into the many opportunities and also challenges presented by large language models (LLMs). Implementation Hurdles: For these top performers, 24% see the models and tools as their primary challenge, followed by talent acquisition (20%) and scaling (19%).

Large Language Models 52

Large Language Models NLP Metadata Data Scarcity 52

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 285

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 Engineering Prompt Engineer Large Language Models 118

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 Engineering 114

Prompt Engineering Prompt Engineer Large Language Models Explainability 114

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 Engineering Prompt Engineer Large Language Models LLM 147

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. But what are large language models? Table of contents What are large language models (LLMs)? Their new model combined several ideas into something surprisingly simple and powerful.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. But what are large language models? Table of contents What are large language models (LLMs)? Their new model combined several ideas into something surprisingly simple and powerful.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

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 Engineering Prompt Engineer 111

Bugra Akyildiz

MARCH 30, 2024

Before going further, taking a step back to explain the key concepts in Mamba: State: Mamba maintains a state that captures the essential information about the past that is relevant for predicting the next element in the sequence. The logic of the prompt specifies what the LLM should do, while the wording is how the prompt is phrased.

Explainability 52

Explainability Prompt Engineering Prompt Engineer Machine Learning 52

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 Engineering Prompt Engineer Large Language Models 85

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science NLP 52

Marktechpost

JULY 19, 2023

Large language models can swiftly adapt to new tasks utilizing in-context learning by being given a few demos and real language instructions. This avoids hosting the LLM or annotating big datasets, but it has major performance issues with multistep reasoning, math, having the most recent information, and other things.

Large Language Models 52

Large Language Models Automation Prompt Engineering Prompt Engineer 52

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

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 Engineering Prompt Engineer Explainability 104