yuvalkirstain
commented
8 months ago these are predefined prompts that one of the authors had good experience with, the format is (positive prompt, negative prompt):
TEMPLATES = [
("[prompt]", "ugly, deformed, noisy, blurry, distorted, grainy"),
("breathtaking [prompt] . award-winning, professional, highly detailed",
"ugly, deformed, noisy, blurry, distorted, grainy"),
("anime artwork [prompt] . anime style, key visual, vibrant, studio anime, highly detailed",
"photo, deformed, black and white, realism, disfigured, low contrast"),
("cinematic photo [prompt] . 35mm photograph, film, bokeh, professional, 4k, highly detailed",
"drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly"),
("concept art [prompt]. digital artwork, illustrative, painterly, matte painting, highly detailed",
"photo, photorealistic, realism, ugly"),
("comic [prompt]. graphic illustration, comic art, graphic novel art, vibrant, highly detailed",
"photograph, deformed, glitch, noisy, realistic, stock photo"),
("ethereal fantasy concept art of [prompt]. magnificent, celestial, ethereal, painterly, epic, majestic, magical, fantasy art, cover art, dreamy",
"photographic, realistic, realism, 35mm film, dslr, cropped, frame, text, deformed, glitch, noise, noisy, off-center, deformed, cross-eyed, closed eyes, bad anatomy, ugly, disfigured, sloppy, duplicate, mutated, black and white"),
("analog film photo [prompt]. faded film, desaturated, 35mm photo, grainy, vignette, vintage, Kodachrome, Lomography, stained, highly detailed, found footage",
"painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured"),
("neonpunk style [prompt]. cyberpunk, vaporwave, neon, vibes, vibrant, stunningly beautiful, crisp, detailed, sleek, ultramodern, magenta highlights, dark purple shadows, high contrast, cinematic, ultra detailed, intricate, professional",
"painting, drawing, illustration, glitch, deformed, mutated, cross-eyed, ugly, disfigured"),
("isometric style [prompt]. vibrant, beautiful, crisp, detailed, ultra detailed, intricate",
"deformed, mutated, ugly, disfigured, blur, blurry, noise, noisy, realistic, photographic"),
("low-poly style [prompt]. low-poly game art, polygon mesh, jagged, blocky, wireframe edges, centered composition",
"noisy, sloppy, messy, grainy, highly detailed, ultra textured, photo"),
("origami style [prompt]. paper art, pleated paper, folded, origami art, pleats, cut and fold, centered composition",
"noisy, sloppy, messy, grainy, highly detailed, ultra textured, photo"),
("line art drawing [prompt]. professional, sleek, modern, minimalist, graphic, line art, vector graphics",
"anime, photorealistic, 35mm film, deformed, glitch, blurry, noisy, off-center, deformed, cross-eyed, closed eyes, bad anatomy, ugly, disfigured, mutated, realism, realistic, impressionism, expressionism, oil, acrylic"),
("play-doh style [prompt]. sculpture, clay art, centered composition, Claymation",
"sloppy, messy, grainy, highly detailed, ultra textured, photo"),
("cinematic film still [prompt]. shallow depth of field, vignette, highly detailed, high budget Hollywood movie, bokeh, cinemascope, moody, epic, gorgeous, film grain, grainy",
"anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch, deformed, mutated, ugly, disfigured"),
("professional 3d model [prompt]. octane render, highly detailed, volumetric, dramatic lighting",
"ugly, deformed, noisy, low poly, blurry, painting"),
("pixel-art [prompt]. low-res, blocky, pixel art style, 8-bit graphics",
"sloppy, messy, blurry, noisy, highly detailed, ultra textured, photo, realistic"),
("texture [prompt] top down close-up", "ugly, deformed, noisy, blurry"),
("Close Up Balanced Spherical Panavision Film - 35mm ARRI Alexa",
"ugly, deformed, noisy, blurry")
]Closing the issue - feel free to reopen if you have any other questions.
jazcollins
Curious about the 20 different "prompt templates" mentioned in your paper (e.g. null template vs. "breathtaking [prompt].."). Are these pre-defined from some previous work or handcrafted by the authors of the paper? Are you planning to release the different templates? Thanks!