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PROMPT ENGINEERING GUIDES
GUIDES | CODE | SECURITY | TECHNIQUES | VISUAL | AUTOMATION
GUIDES
- DAIR.AI Prompt Engineering Guide
- Prompt Engineering From OpenAI’s Applied AI lead
- Techniques to improve GPT-3 prompt reliability
- How to use AI to do practical stuff
- How to Use Bing AI
- Learn Prompting
- Advanced Techniques for Prompt Engineering
- Always be prompting
- PromptKG Family
- Best practices for prompt engineering with OpenAI API
- Ultimate Guide for Building a Startup with ChatGPT Prompts, from Scratch
SECURITY
- Perplexity.ai prompt leakage (spit out own prompt)
- Adversarial Prompting
- Ignore Previous Prompt
- Jailbreak Chat
- ChatGPT DAN 6.0
- Prompt injection attacks against GPT-3
- Img2Prompt (Stable Diffusion Prompt Extraction)
- A token-smuggling jailbreak for ChatGPT-4
- Hallucination (artificial intelligence)
- Preventing ‘Hallucination’ in GPT-3 and Other Complex Language Models
TECHNIQUES
- Chain of Thought Prompting
- Prompting in NLP
- Generated Knowledge
- Self-Consistency
- Least to Most Prompting
- Least-to-Most Prompting Enables Complex Reasoning in Large Language Models
- Generated Knowledge Prompting for Commonsense Reasoning
- Ask Me Anything
- PAL (Program Aided Language Models)
- Active-Prompt
- Few-shot learning
- Prefix-tuning
- Prompt as Parameter-Efficient Fine-Tuning
- Prompt-tuning
- Soft Prompts (Freeze Weights and Update Parameters)
- Prompt Learning
HEALTH
WORLD AFFAIRS
TECHNOLOGY
CREATIVEAI INFLUENCERS
John Carmack 
Clem Delangue
Timnit Gebru
Jensen Huang
Lila Ibrahim
Robert Miles 
Kevin Scott
AI MODELS
Popular Large Language Models
ALPACA (Stanford)
BARD (Google)
Gemini (Google) 
GPT (OpenAI)
LLaMA (Meta)
Mixtral 8x7B (Mistral)
PaLM-E (Google)
VICUNA (Fine Tuned LLaMA)
Popular Image Models
Stable Diffusion (StabilityAI)
Leaderboards
NOTABLE AI APPS
Chat
Image Generation / Editing
Audio / Voice Generation
Video Generation
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