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.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

Heartbeat

APRIL 10, 2023

Indeed, it wasn’t long before ChatGPT was named “the best artificial intelligence chatbot ever released” by the NYT?. At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? The output produced by language models varies significantly with the prompt served. text-DaVinci-003).

Prompt Engineer 83

Prompt Engineer Prompt Engineering OpenAI ChatGPT 83

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures. But how do we evaluate the effectiveness of these generative AI models […] The post Evaluation of GenAI Models and Search Use Case appeared first on Analytics Vidhya.

Natural Language Processing 298

Natural Language Processing NLP Artificial Intelligence Artificial Intelligence 298

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 Engineer 52

Prompt Engineer Prompt Engineering Data Science Data Scientist 52

ODSC - Open Data Science

SEPTEMBER 18, 2023

Getting started with natural language processing (NLP) is no exception, as you need to be savvy in machine learning, deep learning, language, and more. To get you started on your journey, we’ve released a new on-demand Introduction to NLP course. Here are some more details.

NLP 52

NLP Neural Network Large Language Models Deep Learning 52

Analytics Vidhya

JULY 7, 2023

Introduction Natural Language Processing (NLP) models have become increasingly popular in recent years, with applications ranging from chatbots to language translation. However, one of the biggest challenges in NLP is reducing ChatGPT hallucinations or incorrect responses generated by the model.

ChatGPT 225

ChatGPT Natural Language Processing NLP Chatbots 225

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. Augmentation: Following retrieval, the RAG model integrates user query with relevant retrieved data, employing prompt engineering techniques like key phrase extraction, etc.

LLM 243

LLM Large Language Models Chatbots Natural Language Processing 243

Unite.AI

JANUARY 23, 2024

From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Unlike traditional NLP models which rely on rules and annotations, LLMs like GPT-3 learn language skills in an unsupervised, self-supervised manner by predicting masked words in sentences.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry. Imagine you're trying to translate English to French.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

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). LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot conversations etc.

Large Language Models 109

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 109

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 120

LLM Prompt Engineer Prompt Engineering Large Language Models 120

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.

Generative AI 313

Generative AI AI AI Chatbots 313

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.

Auto-complete 240

Auto-complete ChatGPT Large Language Models AI 240

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 98

LLM Prompt Engineer Prompt Engineering Large Language Models 98

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. Do you want a chatbot, a Q&A system, or an image generator? You can even fine-tune prompts to get exactly what you want. Plan accordingly!

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Marktechpost

AUGUST 13, 2023

Speech Recognition is one of the recently developed techniques in the NLP domain. Transformers in NLP also played a major role in implementing this model. These techniques via AI chatbots are often used by many multinational companies for online calls and seminars. The model size was also increased using this model.

AI Modeling 98

AI Modeling Large Language Models Prompt Engineer Prompt Engineering 98

ODSC - Open Data Science

SEPTEMBER 13, 2023

How to Make Personas Using Generative AI Like ChatGPT Sometimes generic chatbots aren’t enough. Here’s how you can use AI like ChatGPT to make more customized chatbots and personas with ease. Whether you’re into machine learning, NLP, or data science, this discussion is a must-watch for anyone navigating the AI landscape.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

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. What are large language models used for?

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

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.

Large Language Models 147

Large Language Models LLM Conversational AI NLP 147

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

NLP 71

NLP Robotics Prompt Engineer Prompt Engineering 71

ODSC - Open Data Science

OCTOBER 23, 2023

As large language models, generative AI, and prompt engineering have all taken center stage in the AI domain, the interests, demands, and skills required to forge ahead with one’s career have also changed. Traditionally, our NLP track has focused on the usual aspects of NLP, such as text analytics and sentiment analysis.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

Viso.ai

FEBRUARY 21, 2024

The quality and performance of the LLM depend on the quality of the prompt it is given. Prompt engineering allows users to construct optimal prompts to improve the LLM response. This article will guide readers step by step through AI prompt engineering and discuss the following: What is a Prompt?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision LLM 52

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.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

Marktechpost

JULY 30, 2023

To further enhance accessibility, Stack Overflow integrates the knowledge base of Stack Overflow for Teams into their new chatbot, StackPlusOne, seamlessly integrated with Slack. GenAI Stack Exchange is the designated hub for discussions about prompt engineering, AI optimization, and staying up-to-date with the ever-evolving GenAI tools.

Natural Language Processing 98

Natural Language Processing Prompt Engineer Prompt Engineering AI 98

Flipboard

SEPTEMBER 14, 2023

Many use AI chatbots as nothing more than search engines — but with enough know-how, you can have these impressive LLMs write complicated code, debug previously written code, write copy, write music, and more. You’ll need to tailor this section based on your career field, experiences and various skills.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Natural Language Processing AI 131

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. Once the workshop is over, participants will have fine-tuned and prompt-engineered state-of-the-art models like BART and XLM-Roberta.

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

JULY 3, 2023

If successful, this could lead to more efficient NLP models in the future. GPT-4 is one of the better-known LLMs on this list and has already been shown to do incredible feats thanks to creative prompt engineers. The hope is that RWKV will be able to achieve state-of-the-art performance with lower computational costs.

Large Language Models 98

Large Language Models Natural Language Processing Data Science Prompt Engineer 98

AWS Machine Learning Blog

OCTOBER 6, 2023

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. Another essential component is an orchestration tool suitable for prompt engineering and managing different type of subtasks.

Generative AI 111

Generative AI LLM Natural Language Processing Metadata 111

ODSC - Open Data Science

FEBRUARY 28, 2024

A case study: customer support chatbots This is one of the most common applications of LLMs is a chatbot that helps users by answering their questions about a product or a service. When present and done well, developer documentation is structured and easy for a chatbot to understand.

LLM 52

LLM Chatbots Data Science Software Engineer 52

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 First install the package via pip.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Metadata 52

Analytics Vidhya

APRIL 25, 2024

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries.

Machine Learning 241

Machine Learning Natural Language Processing AI Modeling Prompt Engineer 241

Snorkel AI

MARCH 15, 2023

I work at Cohere , which is working to make NLP (Natural Language Processing) part of every developer’s toolkit. Text generation is one of the two families of NLP models that we work with at Cohere. Ideas like prompt engineering, multi-generation, using these models for data augmentation.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

Snorkel AI

MARCH 15, 2023

I work at Cohere , which is working to make NLP (Natural Language Processing) part of every developer’s toolkit. Text generation is one of the two families of NLP models that we work with at Cohere. Ideas like prompt engineering, multi-generation, using these models for data augmentation.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering AI 52

AWS Machine Learning Blog

MAY 7, 2024

Tasks such as routing support tickets, recognizing customers intents from a chatbot conversation session, extracting key entities from contracts, invoices, and other type of documents, as well as analyzing customer feedback are examples of long-standing needs. We also examine the uplift from fine-tuning an LLM for a specific extractive task.

Prompt Engineer 95

Prompt Engineer Prompt Engineering Large Language Models LLM 95

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Main use cases are around human-like chatbots, summarization, or other content creation such as programming code. They have deep end-to-end ML and natural language processing (NLP) expertise and data science skills, and massive data labeler and editor teams. Only prompt engineering is necessary for better results.

Generative AI 103

Generative AI Prompt Engineer Prompt Engineering AI 103

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). The way we create and manage AI-powered products is evolving because of LLMs.

Large Language Models 52

Large Language Models Natural Language Processing LLM Machine Learning 52