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Realistic Sea Shells
 Realistic Sea Shells
Preview

knolling realistic sea shells on beach sand in 3D, naturally colorful star fish, fine sand, nautilus shell, illumination, cinematic composition, cinematic high detail, ultra realistic, cinematic lighting, hyper-detailed, beautifully color-coded, beautifully color graded, Cinematic, Color Grading, Editorial Photography, White Balance, 32k, Super-Resolution, Megapixel, Soft Natural Lighting, Cinemat...

Ramadan in Oman
 Ramadan in Oman
Preview

oman ramadan , Islamic nature background , cinematic composition, cinematic high detail, ultra realistic, cinematic lighting, Depth of Field, hyper-detailed , beautifully color-coded, beautifully color graded, Super-Resolution, Megapixel, ProPhoto RGB, Halfrear Lighting , Backlight, Natural Lighting, Optical Fiber, Moody Lighting, Cinematic Lighting, Studio Lighting, Soft Lighting , Volumetric, Co...

Baby Triceratops Birthday Party Commotion
 Baby Triceratops Birthday Party Commotion
Preview

living, baby triceratops, at birthday party, it is crowded, photorealistic, cinematic composition, cinematic high detail, ultra realistic, cinematic lighting, Shot on 50mm lense, Ultra- Wide Angle, Depth of Field, hyper-detailed, beautifully color-coded, beautifully color graded, Unreal Engine, Cinematic, Color Grading, Editorial Photography, Photography, Photoshoot, Shot on 70mm lense, Depth of F...

Colorful Galaxy in Hyperrealistic Style
 Colorful Galaxy in Hyperrealistic Style
Preview

colorful galaxy hyperrealistic, shot with 35mm lens, shutter speed 1/ 400, f/ 22, white balance, 32K, super resolution, megapixel, RGB professional photo, VR, daylight, incandescent, moody, accent lighting, global illumination, optics, glow, shadows, rough, flicker, ray tracing reflections, lumen reflections, screen space reflections, GB offset, scanlines, anti - aliasing, shaders, CGI, VFX, SFX, ...

Chinatown's Anime-Style Beauty - Stephy
 Chinatown's Anime-Style Beauty - Stephy
Preview

Stephy, 5'6" tall, slim, black hair, beautiful eyes, super detailed on face, Chinatown background, Japanese anime style, cinematic lighting, ultra realistic, f1.4 depth of field --ar 4:5

What is “prompt engineering”?

A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.


What is prompt engineering

In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.


garbage in, garbage out

![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k


Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.



Going from beginner → advanced prompt engineer

As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how

Spend time with the tools

  • The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
  • Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
play background gpt3

Become a prompt researcher instead of engineer

  • If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
  • For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?

Become a prompt researcher instead of engineer

  • The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
  • Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.