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 130

Prompt Engineer Prompt Engineering LLM Generative AI 130

Towards AI

MAY 30, 2024

The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills. Buckle up, and let’s dive into the fascinating world of prompt engineering with Langchain!

Prompt Engineer 105

Prompt Engineer Prompt Engineering LLM Neural Network 105

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

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 Data Science 97

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 112

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 112

Unite.AI

JULY 22, 2024

And it’s only as effective as the prompts you give it. I recently asked ChatGPT how to develop your prompt engineering skills. The first response was: “Experimentation and Iteration: Continuously experiment with different types of prompts and refine them based on the AI's outputs.

ChatGPT 278

ChatGPT Prompt Engineer Prompt Engineering Explainability 278

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

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 105

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 105

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

Prompt Engineering 326

Prompt Engineering Prompt Engineer OpenAI Large Language Models 326

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 114

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 114

AI News

SEPTEMBER 27, 2024

One of Databricks’ notable achievements is the DBRX model, which set a new standard for open large language models (LLMs). “Upon release, DBRX outperformed all other leading open models on standard benchmarks and has up to 2x faster inference than models like Llama2-70B,” Everts explains. “It

Large Language Models 296

Large Language Models Big Data Explainability ETL 296

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. Prompt engineering is the process of coming up with the best possible sentence or piece of text to ask LLMs, such as ChatGPT, to get back the best possible response.

Prompt Engineer 90

Prompt Engineer Prompt Engineering Large Language Models Explainability 90

Marktechpost

AUGUST 1, 2024

The primary issue addressed in the paper is the need for formal analysis and structured design principles for LLM-based algorithms. This approach is inefficient and lacks a theoretical foundation, making it difficult to optimize and accurately predict the performance of LLM-based algorithms.

Algorithm 121

Algorithm LLM Machine Learning Prompt Engineering 121

Explosion

MAY 17, 2023

In 2014 I started working on spaCy , and here’s an excerpt of how I explained the motivation for the library: Computers don’t understand text. I don’t want to undersell how impactful LLMs are for this sort of use-case. You can give an LLM a group of comments and ask it to summarize the texts or identify key themes.

LLM 135

LLM NLP Large Language Models OpenAI 135

TheSequence

DECEMBER 8, 2023

In this post, Jordan Burgess, co-founder and Chief Product Officer at Humanloop , discusses the techniques for going from an initial demo to a robust production-ready application and explain how tools like Humanloop can help you get there. He covers best practices in prompt engineering, retrieval-augmented generation (RAG) and fine-tuning.

LLM 97

LLM Prompt Engineer Prompt Engineering OpenAI 97

AWS Machine Learning Blog

JULY 24, 2024

Large language models (LLMs) have achieved remarkable success in various natural language processing (NLP) tasks, but they may not always generalize well to specific domains or tasks. You may need to customize an LLM to adapt to your unique use case, improving its performance on your specific dataset or task.

LLM 127

LLM ML Generative AI Machine Learning 127

Unite.AI

NOVEMBER 3, 2023

Introduction Prompt engineering focuses on devising effective prompts to guide Large Language Models (LLMs) such as GPT-4 in generating desired responses. A well-crafted prompt can be the difference between a vague or inaccurate answer and a precise, insightful one.

Prompt Engineer 147

Prompt Engineer Prompt Engineering Large Language Models LLM 147

Towards AI

JULY 27, 2024

Claude AI is an LLM based on the powerful transformer architecture and like OpenAI’s ChatGPT, it can generate text, translate languages, as well as write different kinds of compelling content. This means it can explain the reasoning and decision-making process behind all of its responses. But they are designed for various purposes.

ChatGPT 119

ChatGPT Prompt Engineer Prompt Engineering Explainability 119

IBM Journey to AI blog

SEPTEMBER 28, 2023

Through prompt engineering and tuning techniques underway, clients can responsibly use their own enterprise data to achieve greater accuracy in the model outputs, to create a competitive edge. The latest open-source LLM model we added this month includes Meta’s 70 billion parameter model Llama 2-chat inside the watsonx.ai

Generative AI 248

Generative AI Large Language Models AI AI 248

Marktechpost

JANUARY 16, 2025

This limitation raises an important question: how can we effectively evaluate LLM behavior with only black-box access? Technical Details and Benefits of QueRE QueRE operates by constructing feature vectors derived from elicitation questions posed to the LLM. or Can you explain your answer?

LLM 107

LLM Natural Language Processing Prompt Engineering Prompt Engineer 107

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. The prompt should be clear, concise, and aligned with the desired output.

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No need to train the LLM but one only has to think about Prompt design.

Large Language Models 92

Large Language Models LLM Natural Language Processing Deep Learning 92

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

ChatGPT 107

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 107

Artificial Corner

SEPTEMBER 16, 2024

Pixabay OpenAI just released a new model and I have more reasons to believe that learning prompt engineering is becoming less relevant. I’m not saying prompt engineering is already dead (later in this article I explain why) but things have changed since OpenAI released ChatGPT in 2022.

Prompt Engineer 52

Prompt Engineer Prompt Engineering OpenAI ChatGPT 52

Marktechpost

APRIL 1, 2024

Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level. and explains how they work. The book also provides a guide for leveraging and deploying LLMs to solve practical problems.

ChatGPT 115

ChatGPT Large Language Models Prompt Engineer Prompt Engineering 115

AssemblyAI

AUGUST 21, 2024

For the thousands of developers bringing new ideas to life with popular open-source pre-trained models, such as Meta’s Llama series , understanding how to use LLMs more effectively is essential for improving their use-case-specific performance. At their core, LLMs generate probability distributions over word sequences.

LLM 258

LLM Prompt Engineering Prompt Engineer Algorithm 258

ODSC - Open Data Science

DECEMBER 21, 2023

Your Guide to Starting With RAG for LLM-Powered Applications In this post, we take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? Grab your tickets for 70% off by Friday!

LLM 98

LLM Prompt Engineer Prompt Engineering Data Science 98

Marktechpost

JULY 20, 2023

A new study from the University of California, Santa Barbara, and Microsoft proposes the Directional Stimulus Prompting (DSP) architecture that enhances the frozen black-box LLM on downstream tasks using a tiny tuneable LM (RL). To help the LLM produce the required summary based on the keywords, keywords act as the stimulus (hints).

LLM 98

LLM AI Researcher AI Research Prompt Engineer 98

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

AWS Machine Learning Blog

AUGUST 6, 2024

The wide applicability of LLMs explains why customers across healthcare, financial services, and media and entertainment are moving quickly to adopt them. Customization includes varied techniques such as Prompt Engineering, Retrieval Augmented Generation (RAG), and fine-tuning and continued pre-training. Learn more here.

Generative AI 138

Generative AI Prompt Engineer Prompt Engineering Large Language Models 138

Towards AI

APRIL 12, 2024

Fine-Tuning AI Responses with Savvy Prompt Engineering I don’t know about you, but as much as I love ChatGPT, specifically GPT 4, one thing I cannot stand is the tone in which it writes, and its habit of inundating me with reams of text when I ask a basic question. Join thousands of data leaders on the AI newsletter.

ChatGPT 105

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 105

Flipboard

DECEMBER 6, 2024

The chatbot could be infused with 10 years of learning sciences literature to help analyze and explain in plain language what a dashboard is showing, he adds. Now, though, large language models can easily mark discussion posts as on or off topic with a minimum amount of prompt engineering, Pardos says.

AI Tools 174

AI Tools Large Language Models Chatbots ChatGPT 174

AWS Machine Learning Blog

SEPTEMBER 5, 2024

As generative artificial intelligence (AI) continues to revolutionize every industry, the importance of effective prompt optimization through prompt engineering techniques has become key to efficiently balancing the quality of outputs, response time, and costs. In the Prompt field, write your prompt evaluation template.

Prompt Engineering 130

Prompt Engineering Prompt Engineer LLM Generative AI 130

Marktechpost

AUGUST 31, 2024

This approach aims to balance latency and interpretability by combining a small classification model, specifically a small language model (SLM), with a downstream LLM module called a “constrained reasoner.” ” The SLM performs initial hallucination detection, while the LLM module explains the detected hallucinations.

Large Language Models 127

Large Language Models Categorization LLM Explainability 127

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

AWS Machine Learning Blog

JUNE 25, 2024

Operational efficiency Uses prompt engineering, reducing the need for extensive fine-tuning when new categories are introduced. Explainability Provides explanations for its predictions through generated text, offering insights into its decision-making process. The LLM generates output based on the user prompt.

Automation 125

Automation Prompt Engineering Prompt Engineer Categorization 125

Marktechpost

APRIL 16, 2024

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

Large Language Models 103

Large Language Models Auto-complete Prompt Engineer Prompt Engineering 103