Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? Just two months after OpenAI introduced ChatGPT, the number of monthly users reached 100 million, a remarkable feat! The output produced by language models varies significantly with the prompt served.

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 83

Topbots

JULY 24, 2023

Harnessing the full potential of AI requires mastering prompt engineering. This article provides essential strategies for writing effective prompts relevant to your specific users. Still, the majority of these tips are equally applicable to end users interacting with ChatGPT via OpenAI’s user interface.

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Prompt Engineer Prompt Engineering LLM ChatGPT 98

Unite.AI

OCTOBER 25, 2023

Large language models (LLMs) like OpenAI's GPT series have been trained on a diverse range of publicly accessible data, demonstrating remarkable capabilities in text generation, summarization, question answering, and planning. But the drawback for this is its reliance on the skill and expertise of the user in prompt engineering.

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LLM OpenAI Prompt Engineering Prompt Engineer 299

Unite.AI

SEPTEMBER 27, 2023

FINGPT FinGPT's Operations : Data Sourcing and Engineering : Data Acquisition : Uses data from reputable sources like Yahoo, Reuters, and more, FinGPT amalgamates a vast array of financial news, spanning US stocks to CN stocks. Morgan Stanley , for instance, has integrated OpenAI-powered chatbots as a tool for their financial advisors.

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Generative AI Large Language Models Prompt Engineering Prompt Engineer 299

Artificial Corner

JULY 23, 2024

In this week’s guest post, Diana is sharing with us free prompt engineering courses to master ChatGPT. As you might know, prompt engineering is a skill that you need to have to master ChatGPT. Here are the best free prompt engineering resources on the internet. What’s OpenAI Playground?

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Prompt Engineer Prompt Engineering ChatGPT OpenAI 65

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. Transformers and Advanced NLP Models : The introduction of transformer architectures revolutionized the NLP landscape.

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Auto-complete ChatGPT Large Language Models Neural Network 240

Unite.AI

SEPTEMBER 11, 2023

With Large Language Models (LLMs) like ChatGPT, OpenAI has witnessed a surge in enterprise and user adoption, currently raking in around $80 million in monthly revenue. Last time we delved into AutoGPT and GPT-Engineering , the early mainstream open-source LLM-based AI agents designed to automate complex tasks.

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Python Software Development OpenAI Software Engineer 326

Unite.AI

SEPTEMBER 19, 2024

OpenAI API OpenAI's API continues to lead the enterprise AI space, especially with the recent release of GPT-4o , a more advanced and cost-efficient version of GPT-4. OpenAI’s models are now widely used by over 200 million active users weekly, and 92% of Fortune 500 companies leverage its tools for various enterprise use cases​.

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LLM Automation Large Language Models OpenAI 246

Marktechpost

JUNE 8, 2024

Apply prompt engineering with Azure OpenAI Service This course teaches prompt engineering in Azure OpenAI, focusing on designing and optimizing prompts to enhance model performance.

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Artificial Intelligence Artificial Intelligence Machine Learning Prompt Engineering 124

ODSC - Open Data Science

NOVEMBER 4, 2024

Today, a simple API call to the likes of Anthropic, Cohere, or OpenAI can replace much or all of that for both AI prototypes and production-level systems alike. What OpenAI offers in their distillation feature) Aggressive quantization and distillation almost certainly will lead to performance drops, especially in complex language tasks.

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Prompt Engineer Prompt Engineering BERT Large Language Models 52

IBM Journey to AI blog

FEBRUARY 13, 2024

They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

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Generative AI AI AI Chatbots 343

Unite.AI

SEPTEMBER 25, 2023

However, as technology advanced, so did the complexity and capabilities of AI music generators, paving the way for deep learning and Natural Language Processing (NLP) to play pivotal roles in this tech. OpenAI's GPT series and almost all other LLMs currently are powered by transformers utilizing either encoder, decoder, or both architectures.

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Generative AI Deep Learning Algorithm AI 291

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.

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Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Unite.AI

NOVEMBER 30, 2023

Randy and I both come from finance and algorithmic trading backgrounds, which led us to take the concept of matching requests with answers to build our own NLP for hyper-specific inquiries that would get asked at locations. We had a scheduled press release to announce our patent-pending Context-based NLP upgrade for December 6, 2022.

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Large Language Models LLM Conversational AI NLP 144

ODSC - Open Data Science

AUGUST 21, 2023

Though some positions may require extensive training and understanding of fields such as math, NLP , machine learning principles, and more, others seem to only require a fundamental understanding of AI with a greater emphasis on creativity. Well, believe it or not, the base salary was looking at a range of $200,000 to $240,000.

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Artificial Intelligence Artificial Intelligence Prompt Engineering Prompt Engineer 98

Towards AI

MARCH 17, 2023

From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy for anyone to build an NLP-powered product. As a result, hundreds of apps have been popping up every day, predominantly relying on APIs such as OpenAI, Cohere, or Stable Diffusion.

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NLP LLM Large Language Models Prompt Engineer 74

AWS Machine Learning Blog

OCTOBER 6, 2023

Furthermore, we discuss the diverse applications of these models, focusing particularly on several real-world scenarios, such as zero-shot tag and attribution generation for ecommerce and automatic prompt generation from images. The choice of a well-crafted prompt is pivotal in generating high-quality images with precision and relevance.

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Generative AI Prompt Engineering Prompt Engineer Computer Vision 115

Towards AI

DECEMBER 24, 2024

Try to solve the task with prompt engineering first or build a RAG system. Companies like OpenAI are using humongous datasets with millions of items, which is not feasible for most companies due to cost so realistically we are going to have several thousands of samples. So lets look at the ways to do just that.

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LLM Prompt Engineer Prompt Engineering NLP 101

John Snow Labs

OCTOBER 12, 2023

We are thrilled to release NLP Lab 5.4 which brings a host of exciting enhancements to further empower your NLP journey. Publish Models Directly into Models HUB We’re excited to introduce a streamlined way to publish NLP models to the NLP Models HUB directly from NLP Lab.

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NLP Auto-complete Auto-classification Prompt Engineer 52

Marktechpost

JUNE 24, 2024

Impact of ChatGPT on Human Skills: The rapid emergence of ChatGPT, a highly advanced conversational AI model developed by OpenAI, has generated significant interest and debate across both scientific and business communities.

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ChatGPT Generative AI BERT NLP 111

ODSC - Open Data Science

MAY 1, 2023

If you want to learn more about this emerging dynamic, then be sure to check out our NLP track at ODSC East this May 9th to 11th where we’ll feature a number of sessions on large language models, generative AI, and more, such as “ MLOps in the Era of Generative AI ” by Yaron Haviv, Co-Founder & CTO of Iguazio.

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Large Language Models Data Scientist NLP Data Science 97

Artificial Corner

JULY 30, 2023

Natural Language Processing (NLP) is a subfield of artificial intelligence. Prompts design is a process of creating prompts which are the instructions and context that are given to Large Language Models to achieve the desired task. BERT (Bidirectional Encoder Representations from Transformers) — developed by Google.

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Large Language Models LLM Natural Language Processing Deep Learning 85

Explosion

MAY 17, 2023

But if you’re working on the same sort of Natural Language Processing (NLP) problems that businesses have been trying to solve for a long time, what’s the best way to use them? However, LLMs are not a direct solution to most of the NLP use-cases companies have been working on. That’s definitely new.

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LLM NLP Large Language Models OpenAI 135

Chatbots Life

MAY 12, 2023

a deep dive Unless you have been living under a rock for the last few months, you have probably heard about a new model from OpenAI called ChatGTP. As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about.

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ChatGPT Software Engineer NLP Prompt Engineer 93

Marktechpost

SEPTEMBER 14, 2024

One of the key features of the o1 models is their ability to work efficiently across different domains, including natural language processing (NLP), data extraction, summarization, and even code generation. OpenAI has tailored these models for various specialized applications, meaning prompts can focus on specific domains or industries.

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Natural Language Processing Prompt Engineer Prompt Engineering Python 117

Explosion

NOVEMBER 28, 2023

While this approach is not perfect and part of on-going research, it does offer a general method to construct prompts for many typical NLP tasks such as NER or text classification. Prompt engineering forms an important part of any LLM based workflow. And there is more to come!

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Large Language Models LLM Prompt Engineering Prompt Engineer 78

ODSC - Open Data Science

NOVEMBER 8, 2023

In this blog, we’ll explore ten key aspects of building generative AI applications, including large language model basics, fine-tuning, and core NLP competencies. Prompt Engineering Another buzzword you’ve likely heard of lately, prompt engineering means designing inputs for LLMs once they’re developed.

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Generative AI Prompt Engineering Prompt Engineer LLM 52

Unite.AI

JUNE 13, 2024

turbo model to simulate prompting tasks within DSPy. DSPy's modular design and advanced optimizers allow for efficient and effective integration of various language models, making it a valuable tool for anyone working in the field of NLP and AI.

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LLM AI AI Large Language Models 130

Towards AI

JUNE 5, 2023

Some common natural language processing (NLP) tasks and classification and labeling. Large language models (LLMs) like ChatGPT has given us a novel approach to these NLP tasks. Large language models (LLMs) like ChatGPT has given us a novel approach to these NLP tasks. Please switch to the “pay as you go” plan first.

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NLP LLM ChatGPT OpenAI 52

ODSC - Open Data Science

APRIL 21, 2023

With its applications in creativity, automation, business, advancements in NLP, and deep learning, the technology isn’t only opening new doors, but igniting the public imagination. In this keynote, you’ll learn how with Azure OpenAI Service, businesses can leverage some of the most advanced AI models, such as Dall-E 2, GPT-3.5,

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Generative AI Large Language Models Prompt Engineering Prompt Engineer 52

Unite.AI

AUGUST 4, 2023

In this article, we will delve deeper into these issues, exploring the advanced techniques of prompt engineering with Langchain, offering clear explanations, practical examples, and step-by-step instructions on how to implement them. Prompts play a crucial role in steering the behavior of a model.

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Prompt Engineer Prompt Engineering Python NLP 245

ODSC - Open Data Science

FEBRUARY 6, 2024

NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning Dr. Jon Krohn | Chief Data Scientist | Nebula.io You’ll explore core concepts around Prompt Engineering and Fine-Tuning and programmatically implement them using Responsible AI principles in this hands-on session.

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Large Language Models Big Data LLM Data Science 52

Heartbeat

AUGUST 4, 2023

OpenAI is leading the way in these significant developments, but this year in April, a revolutionary segmentation model in computer vision was shared by Meta AI. To see this capability effectively in applications, it is necessary to direct the language model with the correct prompt entries.

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Prompt Engineering Prompt Engineer Computer Vision Deep Learning 52

ODSC - Open Data Science

AUGUST 3, 2023

ODSC Keynote — Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti | Principal Group Program Manager | Microsoft Join this session to learn how Azure OpenAI Service can help your business integrate large language models to help create innovative applications.

Data Science 52

Data Science Large Language Models Data Scientist Prompt Engineering 52

Snorkel AI

AUGUST 9, 2023

and Llama 2) and techniques, ultimately showing that a simple DistilBERT model developed with Snorkel Flow outperforms GPT-4 by 34 points out-of-the-box and by 15 points even after advanced prompt engineering. The presence of these “resistances” can be advertised in a large variety of ways, making this a challenging NLP problem.

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LLM Prompt Engineering Prompt Engineer NLP 52

How to Learn Machine Learning

JULY 20, 2024

Generative AI solutions gained popularity with the launch of ChatGPT, developed by OpenAI, in 2023. Supported by Natural Language Processing (NLP), Large language modules (LLMs), and Machine Learning (ML), Generative AI can evaluate and create extensive images and texts to assist users.

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Generative AI Machine Learning Deep Learning AI 64

ODSC - Open Data Science

DECEMBER 1, 2023

You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning. First you’ll delve into the history of NLP, with a focus on how Transformer architecture contributed to the creation of large language models (LLMs).

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Data Science DevOps Machine Learning Large Language Models 52