Analytics Vidhya

JULY 22, 2024

Introduction When it comes to working with Large Language Models (LLMs) like GPT-3 or GPT-4, prompt engineering is a game-changer. In this paper, we’ll dive into what […] The post What is the Chain of Symbol in Prompt Engineering? appeared first on Analytics Vidhya.

Prompt Engineer 231

Prompt Engineer Prompt Engineering Large Language Models AI 231

Analytics Vidhya

JULY 17, 2024

Introduction As the field of artificial intelligence (AI) continues to evolve, prompt engineering has emerged as a promising career. The skill for effectively interacting with large language models (LLMs) is one many are trying to master today. Do you wish to do the same?

Prompt Engineer 236

Prompt Engineer Prompt Engineering Large Language Models Artificial Intelligence 236

Analytics Vidhya

MAY 31, 2023

Introduction Prompt engineering is a relatively new field focusing on creating and improving prompts for using language models (LLMs) effectively across various applications and research areas.

Prompt Engineer 269

Prompt Engineer Prompt Engineering Large Language Models LLM 269

Analytics Vidhya

JULY 30, 2024

The Chain of Knowledge is a revolutionary approach in the rapidly advancing fields of AI and natural language processing. This method empowers large language models to tackle complex problems […] The post What is Power of Chain of Knowledge in Prompt Engineering? appeared first on Analytics Vidhya.

Prompt Engineer 227

Prompt Engineer Prompt Engineering Natural Language Processing Large Language Models 227

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks.

Large Language Models 277

Large Language Models Prompt Engineer Prompt Engineering Neural Network 277

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. By providing these models with inputs, we're guiding their behavior and responses. This makes us all prompt engineers to a certain degree. What is Prompt Engineering?

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Analytics Vidhya

JULY 24, 2024

Enter the Chain of Emotion—a groundbreaking technique that enhances AI’s ability to generate emotionally intelligent and nuanced responses. […] The post What is the Chain of Emotion in Prompt Engineering? appeared first on Analytics Vidhya.

Prompt Engineer 255

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 255

Analytics Vidhya

JULY 18, 2024

Welcome to the forefront of artificial intelligence and natural language processing, where an exciting new approach is taking shape: the Chain of Verification (CoV). This revolutionary method in prompt engineering is set to transform our interactions with AI systems.

Prompt Engineer 238

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 238

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models. Our exploration into prompt engineering techniques aims to improve these aspects of LLMs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Analytics Vidhya

JULY 26, 2024

Introduction Mastering prompt engineering has become crucial in Natural Language Processing (NLP) and artificial intelligence. This skill, a blend of science and artistry, involves crafting precise instructions to guide AI models in generating desired outcomes. appeared first on Analytics Vidhya.

Prompt Engineer 222

Prompt Engineer Prompt Engineering Natural Language Processing NLP 222

Unite.AI

JUNE 30, 2023

Generative AI and particularly the language-flavor of it – ChatGPT is everywhere. Large Language Model (LLM) technology will play a significant role in the development of future applications. Prompts: Next level of intelligence is in adding more and more context into prompts.

Large Language Models 278

Large Language Models LLM OpenAI Prompt Engineer 278

Flipboard

MAY 28, 2023

ChatGPT is a service provided by OpenAI that is a conversational large language model. Behind the scene, it is a large language model. It is widespread, and it is found to be very useful.

Prompt Engineer 181

Prompt Engineer Prompt Engineering Large Language Models ChatGPT 181

Flipboard

JUNE 16, 2023

Last Updated on June 16, 2023 With the explosion in popularity of generative AI in general and ChatGPT in particular, prompting has become an increasingly important skill for those in the world of AI.

Prompt Engineer 178

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 178

Unite.AI

OCTOBER 16, 2023

LLMOps versus MLOps Machine learning operations (MLOps) has been well-trodden, offering a structured pathway to transition machine learning (ML) models from development to production. While seemingly a variant of MLOps or DevOps, LLMOps has unique nuances catering to large language models' demands.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Unite.AI

MAY 27, 2024

Prompt engineering , the art and science of crafting prompts that elicit desired responses from LLMs, has become a crucial area of research and development. In this comprehensive technical blog, we'll delve into the latest cutting-edge techniques and strategies that are shaping the future of prompt engineering.

Prompt Engineer 162

Prompt Engineer Prompt Engineering LLM Auto-complete 162

Analytics Vidhya

JANUARY 5, 2024

Introduction Prompting plays a crucial role in enhancing the performance of Large Language Models. By providing specific instructions and context, prompts guide LLMs to generate more accurate and relevant responses.

LLM 252

LLM Prompt Engineer Prompt Engineering Large Language Models 252

Unite.AI

JANUARY 11, 2024

They serve as a core building block in many natural language processing (NLP) applications today, including information retrieval, question answering, semantic search and more. vector embedding Recent advances in large language models (LLMs) like GPT-3 have shown impressive capabilities in few-shot learning and natural language generation.

Large Language Models 147

Large Language Models Prompt Engineer Prompt Engineering BERT 147

Marktechpost

FEBRUARY 20, 2024

Prompt engineering has burgeoned into a pivotal technique for augmenting the capabilities of large language models (LLMs) and vision-language models (VLMs), utilizing task-specific instructions or prompts to amplify model efficacy without altering core model parameters.

Prompt Engineer 137

Prompt Engineer Prompt Engineering Categorization Large Language Models 137

Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Learning about LLMs is essential to harness their potential for solving complex language tasks and staying ahead in the evolving AI landscape.

Large Language Models 113

Large Language Models Prompt Engineer Prompt Engineering Chatbots 113

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs).

Prompt Engineer 271

Prompt Engineer Prompt Engineering Large Language Models AI Researcher 271

Marktechpost

MAY 10, 2024

The main reason for that is the need for prompt engineering skills. Generative AI can produce new content, but you need proper prompts; hence, jobs like prompt engineering exist. Prompt engineering produces an optical out of artificial intelligence (AI) using carefully designed and refined inputs.

Prompt Engineer 138

Prompt Engineer Prompt Engineering Large Language Models Generative AI 138

Marktechpost

MARCH 30, 2024

Large Language Models (LLMs) are now a crucial component of innovation, with ChatGPT being one of the most popular ones developed by OpenAI. Its ability to generate text responses resembling human-like language has become essential for various applications such as chatbots, content creation, and customer service.

Prompt Engineer 127

Prompt Engineer Prompt Engineering ChatGPT Explainability 127

Marktechpost

DECEMBER 7, 2023

Understanding large language models (LLMs) and promoting their honest conduct has become increasingly crucial as these models have demonstrated growing capabilities and started widely adopted by society. By using prefix injection, the research team can consistently induce lying.

Large Language Models 120

Large Language Models Prompt Engineer Prompt Engineering Neural Network 120

Unite.AI

NOVEMBER 21, 2023

With the advancements Large Language Models have made in recent years, it's unsurprising why these LLM frameworks excel as semantic planners for sequential high-level decision-making tasks. The post EUREKA: Human-Level Reward Design via Coding Large Language Models appeared first on Unite.AI.

Large Language Models 162

Large Language Models LLM Algorithm Automation 162

Flipboard

MARCH 1, 2023

The launch of Microsoft’s new AI-powered Bing shone new light on the company’s investments in OpenAI’s large language models and in generative AI, …

Prompt Engineer 156

Prompt Engineer Prompt Engineering Large Language Models Generative AI 156

Towards AI

AUGUST 6, 2024

Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these transformative technologies.

Large Language Models 101

Large Language Models Generative AI Natural Language Processing Prompt Engineer 101

Marktechpost

MARCH 3, 2024

Large Language Models (LLMs) such as GPT-4, Gemini, and Llama-2 are at the forefront of a significant shift in data annotation processes, offering a blend of automation, precision, and adaptability previously unattainable with manual methods. The methodology leveraging LLMs for data annotation extends beyond simple automation.

Large Language Models 104

Large Language Models Prompt Engineer Prompt Engineering Machine Learning 104

Flipboard

DECEMBER 27, 2023

In today’s column, I have put together my most-read postings on how to skillfully craft your prompts when making use of generative AI such as ChatGPT, Bard, Gemini, Claude, GPT-4, and other popular large language models (LLM). These are handy strategies and specific techniques that can make a …

Prompt Engineer 178

Prompt Engineer Prompt Engineering Generative AI Large Language Models 178

AWS Machine Learning Blog

FEBRUARY 14, 2024

Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API. You can use creativity and trial-and-error methods to create a collection on input prompts, so the application works as expected.

Prompt Engineer 131

Prompt Engineer Prompt Engineering Chatbots AI Chatbots 131

Unite.AI

OCTOBER 2, 2023

Imagine you're an Analyst, and you've got access to a Large Language Model. ” Large Language Model, for all their linguistic power, lack the ability to grasp the ‘ now ‘ And in the fast-paced world, ‘ now ‘ is everything. My last training data only goes up to January 2022.”

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

Marktechpost

MAY 28, 2024

Large Language Models (LLMs) have advanced rapidly, especially in Natural Language Processing (NLP) and Natural Language Understanding (NLU). These models excel in text generation, summarization, translation, and question answering. Check out the Paper.

Large Language Models 128

Large Language Models Prompt Engineer Prompt Engineering LLM 128

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. The success of ChatGPT opened many opportunities across industries, inspiring enterprises to design their own large language models. FinGPT FinGPT is a state-of-the-art financial fine-tuned large language model (FinLLM).

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

Marktechpost

AUGUST 2, 2024

They introduced a refined prompt engineering strategy, Constrained-Chain-of-Thought (CCoT), which limits output length to improve accuracy and response time. These extended outputs can cause hallucinations, where the model generates plausible but incorrect information and overly lengthy explanations that obscure key information.

Large Language Models 113

Large Language Models Prompt Engineer Prompt Engineering LLM 113

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.

Prompt Engineer 124

Prompt Engineer Prompt Engineering LLM Generative AI 124

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.

Large Language Models 128

Large Language Models Categorization LLM Explainability 128

Marktechpost

SEPTEMBER 9, 2023

Recent research has brought to light the extraordinary capabilities of Large Language Models (LLMs), which become even more impressive as the models grow. Also, there is still a lot of uncertainty about the expert creation of powerful prompts for the best model utilization.

Large Language Models 128

Large Language Models Software Development Prompt Engineer Prompt Engineering 128

Marktechpost

FEBRUARY 29, 2024

Multimodal Large Language Models (MLLMs), having contributed to remarkable progress in AI, face challenges in accurately processing and responding to misleading information, leading to incorrect or hallucinated responses. The release of proprietary systems like GPT-4V and Gemini has further advanced MLLM research.

Large Language Models 121

Large Language Models Prompt Engineer Prompt Engineering ML 121