Unite.AI

OCTOBER 2, 2023

When fine-tuned, they can achieve remarkable results on a variety of NLP tasks. OpenAI's ChatGPT Gets a Browsing Upgrade OpenAI's recent announcement about ChatGPT's browsing capability is a significant leap in the direction of Retrieval-Augmented Generation (RAG). It is no longer limited to data before September 2021.

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

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. Google's announcement of Bard and Meta's Lamma 2 response to OpenAI's ChatGPT has significantly amplified the momentum of the AI race. What is Prompt Engineering?

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

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.

NLP 88

NLP LLM Large Language Models Prompt Engineer 88

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.

Auto-complete 240

Auto-complete ChatGPT Large Language Models AI 240

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.

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 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

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.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 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. BERT (Bidirectional Encoder Representations from Transformers) — developed by Google.

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

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

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!

Large Language Models 78

Large Language Models LLM Prompt Engineer Prompt Engineering 78

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.

Prompt Engineer 98

Prompt Engineer Prompt Engineering LLM ChatGPT 98

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,

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 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.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

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).

Data Science 52

Data Science Large Language Models DevOps Machine 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.

Large Language Models 52

Large Language Models Data Science Data Scientist Prompt Engineer 52

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.

Generative AI 296

Generative AI Deep Learning AI AI 296

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.

LLM 52

LLM Prompt Engineer Prompt Engineering Artificial Intelligence 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.

LLM 52

LLM Prompt Engineer Prompt Engineering Artificial Intelligence 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.

Generative AI 313

Generative AI AI AI Chatbots 313

Heartbeat

JANUARY 26, 2024

Create a Simple E-commerce Chatbot With OpenAI Why Memory Matters in Conversational Agents When users interact with chatbots, they often expect a level of continuity and understanding similar to human conversations. Make sure you’ve installed the necessary Python packages in requirements.txt and have your OpenAI API and Comet API keys ready.

Metadata 52

Metadata LLM OpenAI Chatbots 52

Heartbeat

OCTOBER 5, 2023

The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. These LLMs can generate human-like text, understand context, and perform various Natural Language Processing (NLP) tasks. The focus shifts towards prompt engineering and fine-tuning.

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

Applied Data Science

DECEMBER 23, 2022

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. Useful links: prompt OpenAI’s Dalle-2 with an online demo prompt Huggin face’s Stable diffusion with this demo.

Neural Network 52

Neural Network AI AI Data Science 52

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.

LLM 304

LLM OpenAI Prompt Engineer Prompt Engineering 304

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.

Prompt Engineer 245

Prompt Engineer Prompt Engineering Python NLP 245

TheSequence

JUNE 7, 2023

Later, during my PhD, the rate of progress in AI and NLP totally staggered me. Prompt engineering was more art than science. OpenAI pioneered the techniques needed to train instruction following models and the main steps and workflow are largely unchanged. TheSequence is a reader-supported publication.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

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.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

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.

NLP 52

NLP Auto-complete Auto-classification Prompt Engineer 52

deepsense.ai

OCTOBER 30, 2023

and GPT-4 models to engineer our coding agents. We did explore other models, like Claude 2, but their output paled in comparison to the quality of code produced by the OpenAI models. Our solution excels in planning due to effective prompt engineering with few-shot examples. We utilized the GPT-3.5

LLM 98

LLM Data Science Software Engineer Software Development 98

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.

Python 328

Python OpenAI Software Development Software Engineer 328

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.

Generative AI 96

Generative AI Prompt Engineer Prompt Engineering Computer Vision 96

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.

ChatGPT 105

ChatGPT Software Engineer NLP Prompt Engineer 105

Bugra Akyildiz

MARCH 30, 2024

The main problem that DSPy solves in the prompt engineering is the process of creating instructions for large language models (LLMs) in a way that gets the desired output. One of the key challenges in prompt engineering is the separation of concerns between the logic of the prompt and the wording used to express that logic.

Explainability 52

Explainability Prompt Engineer Prompt Engineering Machine Learning 52

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.

Large Language Models 97

Large Language Models Data Scientist NLP LLM 97

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.

LLM 52

LLM NLP OpenAI ChatGPT 52

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.

LLM 135

LLM NLP Large Language Models OpenAI 135

Bugra Akyildiz

MARCH 16, 2024

Of course, all of the things that control vector does can be done through prompt engineering as well as one can consider control vector to be an “addition” to the prompt that is provided by the user. API are aligned to OpenAI's Embedding specs. HuggingFace has a course as well for the NLP.

Metadata 59

Metadata LLM Machine Learning Python 59