Analytics Vidhya

DECEMBER 19, 2023

Introduction Welcome to the exciting world of AI, where the emerging field of prompt engineering is key to unlocking the magic of large language models like GPT-4. This guide, inspired by OpenAI’s insights, is crafted especially for beginners.

Prompt Engineering 278

Prompt Engineering Prompt Engineer Large Language Models OpenAI 278

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 Engineering 238

Prompt Engineering Prompt Engineer Natural Language Processing Large Language Models 238

Analytics Vidhya

MAY 26, 2022

Introduction What are Large Language Models(LLM)? Large Language Models are often tens of terabytes in size and are trained on massive volumes of text data, occasionally reaching petabytes. They’re also among the models with the most […].

Prompt Engineering 353

Prompt Engineering Prompt Engineer Large Language Models Data Science 353

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 Engineering 249

Prompt Engineering Prompt Engineer Natural Language Processing Artificial Intelligence 249

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 Engineering 233

Prompt Engineering Prompt Engineer Natural Language Processing NLP 233

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 Engineering 266

Prompt Engineering Prompt Engineer Natural Language Processing Artificial Intelligence 266

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 Engineering 281

Prompt Engineering Prompt Engineer Large Language Models LLM 281

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 116

Large Language Models Prompt Engineering Prompt Engineer Chatbots 116

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?

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Prompt Engineering Prompt Engineer ChatGPT Large Language Models 246

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 Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

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

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 Engineering 162

Prompt Engineering Prompt Engineer Auto-complete LLM 162

Marktechpost

MARCH 26, 2024

The search to harness the full potential of artificial intelligence has led to groundbreaking research at the intersection of reinforcement learning (RL) and Large Language Models (LLMs). Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Large Language Models 104

Large Language Models Prompt Engineering Prompt Engineer Algorithm 104

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 Engineering 181

Prompt Engineering Prompt Engineer Large Language Models ChatGPT 181

Towards AI

SEPTEMBER 6, 2023

How to modify your text prompt to obtain the best from an LLM without training This member-only story is on us. Photo by Steven Lelham on Unsplash Large Language Models are more and more used and their skills are surprising. Upgrade to access all of Medium.

Large Language Models 120

Large Language Models Prompt Engineering Prompt Engineer LLM 120

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

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 Engineering Prompt Engineer BERT 147

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 Engineering 178

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 178

Pickl AI

NOVEMBER 6, 2024

Summary : Prompt engineering is a crucial practice in Artificial Intelligence that involves designing specific prompts to guide Generative AI models. Prompt engineering plays a crucial role in this landscape, as it directly influences the quality and relevance of AI-generated outputs.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 52

Flipboard

JULY 27, 2023

When talking to newsroom leaders about their experiments with generative AI, a new term has cropped up: prompt engineering. Prompt engineering is necessary for most interactions with LLMs, especially for publishers developing specific chatbots and quizzes. WTF is prompt engineering?

Prompt Engineering 123

Prompt Engineering Prompt Engineer Large Language Models AI Chatbots 123

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 104

Large Language Models Generative AI Natural Language Processing Prompt Engineering 104

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 Engineering 137

Prompt Engineering Prompt Engineer Categorization Large Language Models 137

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

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.

Prompt Engineering 122

Prompt Engineering Prompt Engineer Large Language Models Neural Network 122

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. What are Large Language Models and Why are They Important?

Large Language Models 130

Large Language Models Prompt Engineering Prompt Engineer LLM 130

Marktechpost

NOVEMBER 19, 2024

LLMs, like GPT-4 and Llama 3, have shown promise in handling such tasks due to their advanced language comprehension. Current LLM-based methods for anomaly detection include prompt engineering, which uses LLMs in zero/few-shot setups, and fine-tuning, which adapts models to specific datasets.

Large Language Models 80

Large Language Models BERT Prompt Engineer Prompt Engineering 80

Towards AI

AUGUST 29, 2023

Decoding the art and science of prompt engineering, the secret sauce for supercharging Large Language Models. Photo by Mojahid Mottakin on Unsplash Who would’ve thought crafting perfect prompts for Large Language Models (LLMs) or other generative models could actually be a job?

Prompt Engineering 104

Prompt Engineering Prompt Engineer Large Language Models AI 104

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 Engineering 138

Prompt Engineering Prompt Engineer Large Language Models Generative AI 138

ODSC - Open Data Science

AUGUST 24, 2023

Evolving Trends in Prompt Engineering for Large Language Models (LLMs) with Built-in Responsible AI Practices Editor’s note: Jayachandran Ramachandran and Rohit Sroch are speakers for ODSC APAC this August 22–23. This trainable custom model can then be progressively improved through a feedback loop as shown above.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Responsible AI 52

ODSC - Open Data Science

FEBRUARY 1, 2024

Datasets for Fine-Tuning Large Language Models, Prompt Engineering Use Cases, and How to Ace the Data Science Interview 10 Datasets for Fine-Tuning Large Language Models In this blog post, we will explore ten valuable datasets that can assist you in fine-tuning or training your LLM.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Data Science 52

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.

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Prompt Engineering Prompt Engineer ChatGPT Explainability 128

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.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Software Engineer 98

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 115

Large Language Models Prompt Engineering Prompt Engineer LLM 115

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 105

Large Language Models Prompt Engineering Prompt Engineer Machine Learning 105

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

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?

Prompt Engineering 116

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.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98