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Learn the best practices in prompt writing and avoid common mistakes. Explore the underlying principles of how AI models interpret and generate responses based on prompts. Dive into the world of prompt hacking, security concerns, and defensive strategies. Discover the emerging trends and future direction of AI prompt engineering.
Learn Prompting: Your Guide to Communicating with AI
Learn Prompting is the largest and most comprehensive course in prompt engineering available on the internet, with over 60 content modules, translated into 9 languages, and a thriving community.
Prompt Engineering Guide: The Ultimate Guide to Generative AI
2024年10月23日 · Learn Prompting offers a comprehensive, free guide on Generative AI and Prompt Engineering, perfect for beginners and advanced users alike. Start your AI journey now!
thunlp/OpenPrompt: An Open-Source Framework for Prompt-Learning. - GitHub
Prompt-learning is the latest paradigm to adapt pre-trained language models (PLMs) to downstream NLP tasks, which modifies the input text with a textual template and directly uses PLMs to conduct pre-trained tasks. This library provides a standard, flexible and extensible framework to deploy the prompt-learning pipeline.
Prompt-learning has become a new paradigm in modern natural language processing, which directly adapts pre-trained language models (PLMs) to cloze-style prediction, autoregres-sive modeling, or sequence to sequence gen-eration, resulting in …
Prompt Engineering Guide | Prompt Engineering Guide
2025年1月7日 · Prompt engineering is not just about designing and developing prompts. It encompasses a wide range of skills and techniques that are useful for interacting and developing with LLMs. It's an important skill to interface, build with, and understand capabilities of LLMs.
3. Common Mistakes in Basic Prompting | Prompt Learning
2024年1月12日 · In this lesson, we’ll discuss some of the most common mistakes people make while creating prompts and how to avoid them. By the end of this lesson, you’ll have a better understanding of how to refine your prompts for optimal results. 1. Importance of Crafting the Right Prompt. A poorly crafted prompt can result in: Irrelevant or off-topic outputs.
Prompt Lessons | Prompt Learning
2024年1月1日 · How to Craft Simple and Effective Prompts. # 3. Common Mistakes in Basic Prompting. # 4. Examples of Basic Prompts in Different AI Models. # 5. Hands-on Exercises for Basic Prompts. # 6. Improving Basic Prompts through Iteration. # 1. Crafting Intricate Queries for Superior Results. # 2. Enhancing Relevance and Accuracy. # 3.
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting ...
This article surveys and organizes research works in a new paradigm in natural language processing, which we dub “prompt-based learning.” Unlike traditional supervised learning, which trains a mode...
[2404.00851] Prompt Learning via Meta-Regularization - arXiv.org
2024年4月1日 · To address this issue, we propose a Prompt Meta-Regularization (ProMetaR) to improve the generalizability of prompt learning for vision-language models.
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