Towards AI

MAY 6, 2024

Validating Output from Instruction-Tuned LLMs Checking outputs before showing them to users can be important for ensuring the quality, relevance, and safety of the responses provided to them or used in automation flows. In this article, we will learn how to use the Moderation API by OpenAI to ensure safety and free of harassment output.

Prompt Engineer 66

Prompt Engineer Prompt Engineering LLM OpenAI 66

Unite.AI

SEPTEMBER 19, 2024

Whether you're leveraging OpenAI’s powerful GPT-4 or with Claude’s ethical design, the choice of LLM API could reshape the future of your business. Why LLM APIs Matter for Enterprises LLM APIs enable enterprises to access state-of-the-art AI capabilities without building and maintaining complex infrastructure.

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LLM Automation OpenAI Large Language Models 246

Unite.AI

OCTOBER 2, 2023

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). Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge.

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

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

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.

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LLM OpenAI Prompt Engineer Prompt Engineering 304

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.

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Large Language Models LLM OpenAI Prompt Engineering 278

Artificial Corner

JULY 23, 2024

In this week’s guest post, Diana is sharing with us free prompt engineering courses to master ChatGPT. As you might know, prompt engineering is a skill that you need to have to master ChatGPT. Here are the best free prompt engineering resources on the internet. Check them out! Subscribe now 1.

Prompt Engineer 66

Prompt Engineer Prompt Engineering ChatGPT OpenAI 66

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.

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LLM ChatGPT Prompt Engineer Prompt Engineering 216

ODSC - Open Data Science

NOVEMBER 4, 2024

Introduction — Bridging the Gap Between Prototype and Production Working with AI has never been more approachable than since the advent of aligned, pre-trained Large Language Models (LLMs) like GPT-4, Claude, Mistral, Llama, and many others. I always start by creating a Docker image of my LLM service.

Prompt Engineer 52

Prompt Engineer Prompt Engineering BERT Large Language Models 52

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 116

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 116

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.

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 84

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. Martin and Other Authors Sue OpenAI George R.R. George R.R.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Scientist 52

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 69

Prompt Engineer Prompt Engineering Large Language Models Data Science 69

Analytics Vidhya

DECEMBER 24, 2023

Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. Utilizing open-source […] The post Building an AI Storyteller Application Using LangChain, OpenAI and Hugging Face appeared first on Analytics Vidhya.

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OpenAI LLM ChatGPT AI 249

ODSC - Open Data Science

OCTOBER 3, 2024

Best Practices for Prompt Engineering in Claude, Mistral, and Llama Every LLM is a bit different, so the best practices for each may differ from one another. Got an LLM That Needs Some Work? Here’s a guide on how to use three popular ones: Llama, Mistral AI, and Claude.

Prompt Engineer 40

Prompt Engineer Prompt Engineering LLM Data Science 40

Towards AI

NOVEMBER 14, 2024

This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. Put a dozen experts (frustrated ex-PhDs, graduates, and industry) and a year of dedicated work, and you get the most practical and in-depth LLM Developer course out there (~90 lessons).

LLM 95

LLM Machine Learning Python Prompt Engineering 95

Marktechpost

NOVEMBER 18, 2024

This limits the accessibility of LLMs to smaller organizations, degrades the user experience in real-time applications, and risks misinformation or errors in critical domains like healthcare and finance. Addressing these obstacles is essential for broader adoption and trust in LLM-powered solutions.

OpenAI 92

OpenAI Prompt Engineer Prompt Engineering LLM 92

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

Marktechpost

JULY 21, 2024

The relief from this manual work comes with prompt engineering or the development of a unique optimization procedure, which is necessary for LLM evaluations to function as intended. To get the most out of an LLM evaluation, tailor it to the company’s unique use case and facts.

LLM 111

LLM Prompt Engineer Prompt Engineering AI 111

ODSC - Open Data Science

SEPTEMBER 19, 2024

The Rise of Deepfakes and Automated Prompt Engineering: Navigating the Future of AI In this podcast recap with Dr. Julie Wall of the University of West London, we discuss two big topics in generative AI: deepfakes and automated prompted engineering. Sign up here to get this as a newsletter every Friday morning.

Prompt Engineer 40

Prompt Engineer Prompt Engineering AI Automation Automation 40

Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence OpenAI LLM 52

Unite.AI

OCTOBER 19, 2023

Key developments include OpenAI's GPT-3 and DALL·E series, GitHub's CoPilot for coding, and the innovative Make-A-Video series for video creation. These breakthroughs come from leading tech entities such as OpenAI, DeepMind, GitHub, Google, and Meta. We're still learning what LLMs can and can't do. Avoiding content rules.

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Prompt Engineer Prompt Engineering Large Language Models LLM 277

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. In addition, we’ll discuss a variety of tools that form the modern LLM application development stack.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Heartbeat

JANUARY 19, 2024

As prompt engineering is fundamentally different from training machine learning models, Comet has released a new SDK tailored for this use case comet-llm. In this article you will learn how to log the YOLOPandas prompts with comet-llm, keep track of the number of tokens used in USD($), and log your metadata.

LLM 52

LLM Metadata Prompt Engineer Prompt Engineering 52

Explosion

MAY 17, 2023

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. One vision for how LLMs can be used is what I’ll term LLM maximalist. If you have some task, you try to ask the LLM to do it as directly as possible.

LLM 135

LLM NLP Large Language Models OpenAI 135

The MLOps Blog

SEPTEMBER 26, 2024

TL;DR Hallucinations are an inherent feature of LLMs that becomes a bug in LLM-based applications. Effective mitigation strategies involve enhancing data quality, alignment, information retrieval methods, and prompt engineering. What are LLM hallucinations? In 2022, when GPT-3.5

LLM 72

LLM Auto-complete Prompt Engineering Prompt Engineer 72

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. It teaches the LLM to recognise the kinds of things that Wolfram|Alpha might know – our knowledge engine,” McLoone explains.

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Generative AI LLM Big Data Explainability 257

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 training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 87

Large Language Models LLM Natural Language Processing Deep Learning 87

Towards AI

AUGUST 31, 2023

Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. A good prompt can generate great results whereas a bad prompt can spoil the experience.

OpenAI 101

OpenAI Prompt Engineer Prompt Engineering LLM 101

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. That is from the vendor perspective – but how are major organisations tackling this issue?

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OpenAI Prompt Engineering Prompt Engineer Responsible AI 285

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 110

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 110

Unite.AI

JUNE 13, 2024

BootstrapFinetune : Distills a prompt-based DSPy program into weight updates for smaller LMs, allowing you to fine-tune the underlying LLM(s) for enhanced efficiency. turbo model to simulate prompting tasks within DSPy.

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LLM AI AI Large Language Models 130

Towards AI

NOVEMBER 5, 2024

What happened this week in AI by Louie This week, we saw many more incremental model updates in the LLM space, together with further evidence of LLM coding assistants gaining traction. Microsoft’s GitHub Copilot is also enhancing its LLM-powered coding toolkit and expanding beyond its OpenAI dependency. and Gemini 1.5

LLM 89

LLM OpenAI Prompt Engineering Prompt Engineer 89

AWS Machine Learning Blog

SEPTEMBER 15, 2023

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. We conclude the post with items to consider before deploying LLM agents to production.

LLM 118

LLM Prompt Engineering Prompt Engineer Large Language Models 118

Mlearning.ai

JULY 8, 2023

High level process and flow LLM Ops is people, process and technology. LLM Ops flow — Architecture Architecture explained. Prompt Engineering — this is where figuring out what is the right prompt to use for the problem. Develop the LLM application using existing models or train a new model.

Large Language Models 52

Large Language Models LLM Prompt Engineer Prompt Engineering 52

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.

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ChatGPT Prompt Engineer Prompt Engineering Explainability 278

Marktechpost

JULY 25, 2024

Introduction to Large Language Models Difficulty Level: Beginner This course covers large language models (LLMs), their use cases, and how to enhance their performance with prompt tuning. It includes over 20 hands-on projects to gain practical experience in LLMOps, such as deploying models, creating prompts, and building chatbots.

Large Language Models 116

Large Language Models Prompt Engineer Prompt Engineering Chatbots 116