Analytics Vidhya

JANUARY 5, 2024

By providing specific instructions and context, prompts guide LLMs to generate more accurate and relevant responses. In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance.

LLM 294

LLM Prompt Engineer Prompt Engineering Large Language Models 294

Marktechpost

MARCH 4, 2024

Despite advancements, prompt sensitivity remains a hurdle, especially in proprietary models where version changes can alter behavior significantly. Balancing prompt optimization with practical constraints is essential for real-world LLM applications. Estimators support various tasks like human annotation and LLM estimation.

Prompt Engineer 102

Prompt Engineer Prompt Engineering LLM Automation 102

Analytics Vidhya

NOVEMBER 20, 2023

Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. It is expected that readers are aware of the basics of Prompt Engineering. To have an insight into the concepts, one may refer to: [link] This article will adopt a step-by-step approach.

LLM 267

LLM ChatGPT Prompt Engineer Prompt Engineering 267

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 170

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 170

Unite.AI

MARCH 5, 2024

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Just like humans might see shapes in clouds or faces on the moon, LLMs can also ‘hallucinate,' creating information that isn’t accurate. Let’s take a closer look at how RAG makes LLMs more accurate and reliable.

LLM 290

LLM Large Language Models Prompt Engineer Prompt Engineering 290

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 Engineer 101

Prompt Engineer Prompt Engineering Large Language Models LLM 101

Unite.AI

OCTOBER 2, 2023

Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. However, crafting an effective prompt is not the full-fledged solution to get what you want from an LLM. They guide the model, providing a direction for the response.

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

Towards AI

FEBRUARY 13, 2024

If you want to be up-to-date with the frenetic world of AI while also feeling inspired to take action or, at the very least, to be well-prepared for the future ahead of us, this is for… Read the full blog for free on Medium.

Prompt Engineer 84

Prompt Engineer Prompt Engineering LLM AI 84

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. But what exactly is a prompt engineer ?

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Software Engineer 98

Towards AI

FEBRUARY 13, 2024

Leading this revolution is ChatGPT, a state-of-the-art large language model (LLM) developed by OpenAI. Understanding Prompt Engineering At the heart of effectively leveraging ChatGPT lies ‘prompt engineering’ — a crucial skill that involves crafting specific inputs or prompts to guide the AI in producing the desired outputs.

Prompt Engineer 103

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 103

Towards AI

MARCH 11, 2024

Prompt Engineering for Instruction-Tuned LLM Large language models excel at translation and text transformation, effortlessly converting input from one language to another or aiding in spelling and grammar corrections. Last Updated on March 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI.

Prompt Engineer 90

Prompt Engineer Prompt Engineering Large Language Models Data Science 90

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

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

Prompt Engineer 97

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 97

ODSC - Open Data Science

AUGUST 29, 2023

With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set?

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

Unite.AI

JUNE 30, 2023

Large Language Model (LLM) technology will play a significant role in the development of future applications. LLMs are very good at understanding language because of the extensive pre-training that has been done for foundation models on trillions of lines of public domain text, including code. Let’s look at these various levels.

Large Language Models 278

Large Language Models LLM OpenAI Prompt Engineer 278

ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. Now, what do prompt engineering job descriptions actually want you to do? Here are some common prompt engineering use cases that employers are looking for.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Chatbots 52

Unite.AI

SEPTEMBER 7, 2023

Today, there are numerous proprietary and open-source LLMs in the market that are revolutionizing industries and bringing transformative changes in how businesses function. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

LLM 173

LLM Large Language Models Prompt Engineer Prompt Engineering 173

TheSequence

OCTOBER 9, 2023

You can't talk about LLMs without talking about prompt engineering – and at first glance, prompting may appear intuitive and straightforward, but well, it ain't. And if you can't make it, don't worry - register anyway to get the recording!

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM 52

Towards AI

FEBRUARY 20, 2024

In this article, we will explore the process of getting to prompts that work for your application through iterative development. If you want to be up-to-date with the frenetic world of AI while also feeling inspired to take action or, at the very least, to be well-prepared for the future ahead of us, this is for you.

Prompt Engineer 115

Prompt Engineer Prompt Engineering Large Language Models LLM 115

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. What is prompt engineering? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content.

Prompt Engineer 111

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 111

ODSC - Open Data Science

JULY 31, 2023

With the explosion in user growth with AIs such as ChatGPT and Google’s Bard , prompt engineering is fast becoming better understood for its value. If you’re unfamiliar with the term, prompt engineering is a crucial technique for effectively utilizing text-based large language models (LLMs) like ChatGPT and Bard.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

ODSC - Open Data Science

SEPTEMBER 28, 2023

5 Must-Have Skills to Get Into Prompt Engineering From having a profound understanding of AI models to creative problem-solving, here are 5 must-have skills for any aspiring prompt engineer. The Implications of Scaling Airflow Wondering why you’re spending days just deploying code and ML models?

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineer 96

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 96

Analytics Vidhya

OCTOBER 9, 2023

Let’s embark on a journey to understand the intricacies of fine-tuning […] The post LLM Fine Tuning with PEFT Techniques appeared first on Analytics Vidhya. They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs.

LLM 202

LLM Large Language Models Natural Language Processing Prompt Engineer 202

TheSequence

DECEMBER 8, 2023

He covers best practices in prompt engineering, retrieval-augmented generation (RAG) and fine-tuning. The three most common techniques for improving your application are prompt engineering, retrieval augmented generation (RAG) and fine-tuning. Prompt Engineering: Tailoring the prompts to guide the model’s responses.

LLM 97

LLM Prompt Engineer Prompt Engineering OpenAI 97

Towards AI

FEBRUARY 9, 2023

This is prompt engineering. While we expect the meaning and methods to evolve, we think it could become a key skill and might even become a common standalone job title as AI, Machine Learning, and LLMs become increasingly integrated into everyday tasks.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 98

Towards AI

FEBRUARY 9, 2023

This is prompt engineering. While we expect the meaning and methods to evolve, we think it could become a key skill and might even become a common standalone job title as AI, Machine Learning, and LLMs become increasingly integrated into everyday tasks.

Prompt Engineer 95

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 95

AssemblyAI

MARCH 8, 2024

Join Us On Discord ⚡️LeMUR Docs Update Our LeMUR documentation received a significant update with a new focus on tutorials and prompt engineering guides. Additionally, we've introduced a dedicated prompt engineering guide with curated prompt examples to effectively utilize LeMUR.

LLM 147

LLM Neural Network Prompt Engineer Prompt Engineering 147

Marktechpost

FEBRUARY 26, 2024

Recent solutions often focus on sophisticated ensemble methods or frameworks where multiple LLM agents collaborate. This work investigates a fascinating phenomenon: the potential to improve LLM performance simply by scaling up the number of agents used. These approaches certainly improve performance, but they add layers of complexity.

LLM 123

LLM Large Language Models Prompt Engineer Prompt Engineering 123

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 165

Prompt Engineer Prompt Engineering Generative AI Large Language Models 165

Marktechpost

DECEMBER 7, 2023

Since then, several studies have tried to address LLM honesty by delving into a model’s internal state to find truthful representations. These treatments are resilient over several dataset splits and prompts. Proposals for recent black box techniques have also been made to identify and provoke massive language model lying.

Large Language Models 117

Large Language Models Prompt Engineer Prompt Engineering Neural Network 117

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. Various prompting techniques, such as Zero/Few Shot, Chain-of-Thought (CoT)/Self-Consistency, ReAct, etc.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Responsible AI 52

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. 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 126

LLM Prompt Engineer Prompt Engineering Large Language Models 126

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. Last Updated on September 7, 2023 by Editorial Team Author(s): Salvatore Raieli Originally published on Towards AI. Upgrade to access all of Medium.

Large Language Models 126

Large Language Models Prompt Engineer Prompt Engineering LLM 126

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. It’s entirely up to you!

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Data Science 52

Towards AI

MAY 1, 2023

Last Updated on May 2, 2023 by Editorial Team Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read.

Prompt Engineer 98

Prompt Engineer Prompt Engineering LLM Large Language Models 98

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. 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 109

LLM Prompt Engineer Prompt Engineering Large Language Models 109