Prompt chaining is anatural language processing (NLP)technique, which leverageslarge language models (LLMs)that involves generating a desired output by following a series of prompts. In this process, a sequence of prompts is provided to an NLP model, guiding it to produce the desired response. ...
Prompt engineering is proving vital for unleashing the full potential of the foundation models that power generative AI.Foundation modelsare large language models (LLMs) built on transformer architecture and packed with all the information the generative AI system needs. ...
The technical side of prompt engineering Prompt engineering, while rooted in the art of language, is deeply intertwined with the technical intricacies of AI models. Here's a closer look at the technical side: Model architectures. Large Language Models (LLMs) like GPT (Generative Pre-trained Tran...
In machine learning, a "zero-shot" prompt is where you give no examples whatsoever, while a "few-shot prompt" is where you give the model a couple of examples of what you expect it to do. It can be an incredibly powerful way to steer an LLM as well as demonstrate how you want dat...
Prompt engineering is an artificial intelligence (AI) engineering technique that refines large language models (LLMs), with specific prompts and recommended outputs. It also is part of the process of refining input to variousgenerative AI(GenAI) services to generate text or images. Prompt engineerin...
15. Automatic Prompt Engineer Automatic Prompt Engineering (APE) is an advancement in the field of artificial intelligence that leverages new LLM capabilities to help the AI automatically generate and select instructions for itself. It transforms the task into a black-box optimization problem, using ...
原文链接:https://research.ibm.com/blog/what-is-ai-prompt-tuning 原文作者:Kim Martineau (女作者好耶!) 本文来自IBM的一篇科普性质的博客。除了介绍手工设计的硬提示(hard prompt)、AI设计的由向量或数字组成的软提示(soft prompt)以及将软提示注入不同层的前缀微调(prefix-tuning),本文还介绍了prompt-tuning...
An AI prompt is the input submitted to a large language model (LLM) via a generative artificial intelligence (GenAI) platform, like OpenAI's ChatGPT or Microsoft Copilot. The prompt can be defined as a question, command, statement, code sample or other form of text. Some LLMs also ...
Prompt: Art nouveau, Alfons Maria Mucha, CLAMP, centered, approaching perfection, dynamic, highly detailed, watercolor painting, light blonde hair, light blue eyes, western facial features, full body, wearing fantasy ancient Chinese costumes, dress like a hobo, one is westerners facial features, de...
Discover the power of prompt engineering with real-life examples, its incredible benefits and its importance in AI. Dive into a world of creativity and efficiency.