LLM阅读推荐

（按名称排序）

• 【徹底解説】これからのエンジニアの必携スキル、プロンプトエンジニアリングの手引「Prompt Engineering Guide」を読んでまとめてみた(opens in a new tab)
• 3 Principles for prompt engineering with GPT-3(opens in a new tab)
• A beginner-friendly guide to generative language models - LaMBDA guide(opens in a new tab)
• A Complete Introduction to Prompt Engineering for Large Language Models(opens in a new tab)
• A Generic Framework for ChatGPT Prompt Engineering(opens in a new tab)
• An SEO’s guide to ChatGPT prompts(opens in a new tab)
• AI Content Generation(opens in a new tab)
• AI's rise generates new job title: Prompt engineer(opens in a new tab)
• AI Safety, RLHF, and Self-Supervision - Jared Kaplan | Stanford MLSys #79(opens in a new tab)
• Awesome Textual Instruction Learning Papers(opens in a new tab)
• Awesome ChatGPT Prompts(opens in a new tab)
• Best 100+ Stable Diffusion Prompts(opens in a new tab)
• Best practices for prompt engineering with OpenAI API(opens in a new tab)
• Building GPT-3 applications — beyond the prompt(opens in a new tab)
• Can AI really be protected from text-based attacks?(opens in a new tab)
• ChatGPT, AI and GPT-3 Apps and use cases(opens in a new tab)
• ChatGPT Prompts(opens in a new tab)
• CMU Advanced NLP 2022: Prompting(opens in a new tab)
• Common Sense as Dark Matter - Yejin Choi | Stanford MLSys #78(opens in a new tab)
• Create images with your words – Bing Image Creator comes to the new Bing(opens in a new tab)
• Curtis64's set of prompt gists(opens in a new tab)
• DALL·E 2 Prompt Engineering Guide(opens in a new tab)
• DALL·E 2 Preview - Risks and Limitations(opens in a new tab)
• DALLE Prompt Book(opens in a new tab)
• DALL-E, Make Me Another Picasso, Please(opens in a new tab)
• Diffusion Models: A Practical Guide(opens in a new tab)
• Exploiting GPT-3 Prompts(opens in a new tab)
• Exploring Prompt Injection Attacks(opens in a new tab)
• Extrapolating to Unnatural Language Processing with GPT-3's In-context Learning: The Good, the Bad, and the Mysterious(opens in a new tab)
• FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering(opens in a new tab)
• Generative AI with Cohere: Part 1 - Model Prompting(opens in a new tab)
• Generative AI: Perspectives from Stanford HAI(opens in a new tab)
• Get a Load of This New Job: "Prompt Engineers" Who Act as Psychologists to AI Chatbots(opens in a new tab)
• Giving GPT-3 a Turing Test(opens in a new tab)
• GPT-3 & Beyond(opens in a new tab)
• GPT3 and Prompts: A quick primer(opens in a new tab)
• Hands-on with Bing’s new ChatGPT-like features(opens in a new tab)
• How to Draw Anything(opens in a new tab)
• How to get images that don't suck(opens in a new tab)
• How to make LLMs say true things(opens in a new tab)
• How to perfect your prompt writing for AI generators(opens in a new tab)
• How to write good prompts(opens in a new tab)
• If I Was Starting Prompt Engineering in 2023: My 8 Insider Tips(opens in a new tab)
• Indirect Prompt Injection on Bing Chat(opens in a new tab)
• Interactive guide to GPT-3 prompt parameters(opens in a new tab)
• Introduction to Reinforcement Learning with Human Feedback(opens in a new tab)
• In defense of prompt engineering(opens in a new tab)
• JailBreaking ChatGPT: Everything You Need to Know(opens in a new tab)
• Language Models and Prompt Engineering: Systematic Survey of Prompting Methods in NLP(opens in a new tab)
• Language Model Behavior: A Comprehensive Survey(opens in a new tab)
• Learn Prompting(opens in a new tab)
• Meet Claude: Anthropic’s Rival to ChatGPT(opens in a new tab)
• Methods of prompt programming(opens in a new tab)
• Mysteries of mode collapse(opens in a new tab)
• NLP for Text-to-Image Generators: Prompt Analysis(opens in a new tab)
• NLP with Deep Learning CS224N/Ling284 - Lecture 11: Promting, Instruction Tuning, and RLHF(opens in a new tab)
• Notes for Prompt Engineering by sw-yx(opens in a new tab)
• OpenAI Cookbook(opens in a new tab)
• OpenAI Prompt Examples for several applications(opens in a new tab)
• Pretrain, Prompt, Predict - A New Paradigm for NLP(opens in a new tab)
• Prompt Engineer: Tech's hottest job title?(opens in a new tab)
• Prompt Engineering by Lilian Weng(opens in a new tab)
• Prompt Engineering 101 - Introduction and resources(opens in a new tab)
• Prompt Engineering 101: Autocomplete, Zero-shot, One-shot, and Few-shot prompting(opens in a new tab)
• Prompt Engineering 101(opens in a new tab)
• Prompt Engineering - A new profession ?(opens in a new tab)
• Prompt Engineering by co:here(opens in a new tab)
• Prompt Engineering by Microsoft(opens in a new tab)
• Prompt Engineering: The Career of Future(opens in a new tab)
• Prompt engineering davinci-003 on our own docs for automated support (Part I)(opens in a new tab)
• Prompt Engineering Guide: How to Engineer the Perfect Prompts(opens in a new tab)
• Prompt Engineering in GPT-3(opens in a new tab)
• Prompt Engineering Template(opens in a new tab)
• Prompt Engineering Topic by GitHub(opens in a new tab)
• Prompt Engineering: The Ultimate Guide 2023 [GPT-3 & ChatGPT](opens in a new tab)
• Prompt Engineering: From Words to Art(opens in a new tab)
• Prompt Engineering with OpenAI's GPT-3 and other LLMs(opens in a new tab)
• Prompt injection attacks against GPT-3(opens in a new tab)
• Prompt injection to read out the secret OpenAI API key(opens in a new tab)
• Prompting: Better Ways of Using Language Models for NLP Tasks(opens in a new tab)
• Prompting for Few-shot Learning(opens in a new tab)
• Prompting in NLP: Prompt-based zero-shot learning(opens in a new tab)
• Prompting Methods with Language Models and Their Applications to Weak Supervision(opens in a new tab)
• Prompts as Programming by Gwern(opens in a new tab)
• Prompts for communicators using the new AI-powered Bing(opens in a new tab)
• Reverse Prompt Engineering for Fun and (no) Profit(opens in a new tab)
• Retrieving Multimodal Information for Augmented Generation: A Survey(opens in a new tab)
• So you want to be a prompt engineer: Critical careers of the future(opens in a new tab)
• Simulators(opens in a new tab)
• Start with an Instruction(opens in a new tab)
• Talking to machines: prompt engineering & injection(opens in a new tab)
• Tech’s hottest new job: AI whisperer. No coding required(opens in a new tab)
• The Book - Fed Honeypot(opens in a new tab)
• The ChatGPT Prompt Book(opens in a new tab)
• The ChatGPT list of lists: A collection of 3000+ prompts, examples, use-cases, tools, APIs, extensions, fails and other resources(opens in a new tab)
• The Most Important Job Skill of This Century(opens in a new tab)
• The Mirror of Language(opens in a new tab)
• The Waluigi Effect (mega-post)(opens in a new tab)
• Thoughts and impressions of AI-assisted search from Bing(opens in a new tab)
• Unleash Your Creativity with Generative AI: Learn How to Build Innovative Products!(opens in a new tab)
• Unlocking Creativity with Prompt Engineering(opens in a new tab)
• Using GPT-Eliezer against ChatGPT Jailbreaking(opens in a new tab)
• What Is ChatGPT Doing … and Why Does It Work?