Introduction
I was going to post this awhile ago to help people starting out on Stable Diffusion, but the farms were under fire. I have spent hours of time generating random shit, this software is very addictive. I highly advise limiting yourself to using on occasion. Unless you need references, as a perfectionist, I need the absolute best and when the program decides to give your character four extra limbs...lets just say you waste a lot of time tweaking prompts. Nonetheless, it still generates really great work! As I will display my favorite results with prompts, models, clipping, and sampling methods I have used in these batches.
Bare Bones Starter Advice For Text2image
1. Be careful of what model checkpoints you are downloading, lets not pretend people do not get boned downloading stuff from the Inter Webs. You are better off getting models from hugging face 2.0 or training your own hyper network to make your preferred models tailored to your liking. Hugging face 2.0 has implemented a feature to test if a model is safe to download. All models I have used are safe and available to the public.
2. For better generation outcomes, change clipping layers to 2 as opposed to 1.
3. Every sampling method is different, meaning they require a certain amount of steps to come out clean. This does not mean you are not going to get squirrely results. I found using Euler to test my prompts first is the quickest method to discovering what works and does not. If I enjoy the outcome result, I will use DPM 2 A.
EULER - 30 steps EULER A - 10-100 steps HEUN - 10-30 steps LMS - 10-50 steps PLMS - 30-60 steps DDIM - 20-60 steps DPM - 10 steps DPM FAST - 50-150 steps DPM 2 - 10-40 steps DPM 2 A - 40-100 steps DPM 2 A KARRAS - 40-150 steps DPM 2 KARRAS - 30 steps
4. Each Model has been trained differently. If you are getting something completely different than expected check your checkpoints. Here are the models I have used in this post.
Nova A.I. [925997e9], Stable Diffusion 1.4 [7460a6fa], Stable Diffusion 1.5 pruned [a9263745], Waifu Diffusion V1-3 Float 16 [84692140], and Anything-V3-prunned [2700c435]
5. Most importantly never give up! Do not be shy! The Internet is a great tool to troubleshoot problems with this software! We are here to help! From my personal experience, when first downloading the software, anything I generated came out pure black. No matter what I did, until I learned I had to tweak the webui user batch file limiting RAM usage. I was going to quit, I said to myself constantly "No I will figure this out and make it work" I eventually pulled through. This is my personal favorite youtuber for Stable Diffusion advice or recommendations- https://www.youtube.com/@Aitrepreneur Highly recommend!
-My Favorite Prompt Results-
Juke-Box Mechs - masterpiece, best quality, masterpiece, Richard Corben and Jim Burns art style, jukebox mecha, full body
Negative prompt: lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name
Steps: 50, Sampler: DPM2 a, CFG scale: 12,
Seed: 1940982481, Size: 512x512, Model hash: 925997e9
Seed: 2470457944
Seed: 1940982485
(Context- Who doesn't love giant fighting robots?)
Nazi Germany Mechs War Torn Landscape - masterpiece, best quality, masterpiece, Yoshiyuki Tomino, Code Geass art style, Nazi Germany Mecha, realistic, war torn landscape
Negative prompt: lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, blurry face
Steps: 80, Sampler: Euler a, CFG scale: 12,
Seed: 754418164, Size: 512x512, Model hash: 84692140
Seed: 2752675448
Seed: 754418167
(Context- Who doesn't love giant German fighting robots?)
Oil Painting of a Beautiful Blonde Hair Blue Eyed Female Vampire - Beautiful blonde hair blue eyed female vampire, (full body), horror, dark setting, FEMININE,((PERFECT FACE)),((SEXY FACE)),((DETAILED PUPILS)),(greg rutkowski) ,trending on artstation, artgerm,(Simon Bisley),OIL PAINTING, (((SMALL BREAST)),((TONED ABS)),EVOCATIVE POSE, SMIRK,LOOK AT VIEWER, ((black dress)),(INTRICATE),(HIGH DETAIL),SHARP
Negative prompt: ((nipple)), ((((ugly)))), (((duplicate))), ((morbid)), ((mutilated)), [out of frame], extra fingers, mutated hands, ((poorly drawn hands)), ((poorly drawn face)), (((mutation))), (((deformed))), ((ugly)), blurry, ((bad anatomy)), (((bad proportions))), ((extra limbs)), cloned face, (((disfigured))). (((more than 2 nipples))). out of frame, ugly, extra limbs, (bad anatomy), gross proportions, (malformed limbs), ((missing arms)), ((missing legs)), (((extra arms))), (((extra legs))), mutated hands, (fused fingers), (too many fingers), (((long neck)))
Steps: 40, Sampler: Euler, CFG scale: 20,
Seed: 3562177528, Size: 512x768, Model hash: a9263745
(Context- Found the vampire prompt on a Stable Diffusion subreddit. It generates very good results for portraits to hang up in your house! I made quite a few changes, but ultimately got tired of the prompt really quick.)
Terrifying Phantom - masterpiece, best quality, masterpiece, (upper body portrait), art by Mike Manley, art by Richard Corben, art by Jack Kirby, a terrifying phantom, trending on artstation, highly detailed
Negative prompt: (multiple characters, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, (poorly drawn hands), (poorly drawn face), blurry, (bad anatomy), (bad proportions), (extra limbs)
Steps: 40, Sampler: Euler, CFG scale: 12,
Seed: 3037420633, Size: 896x1152, Model hash: a9263745
(Context - This is not what I requested, however it is very neat. I feel like I am witnessing some hellish ghouls escape the depths of hell.)
Iron Phantom - masterpiece, best quality, masterpiece, (upper body portrait), art by Jack Kirby, art by Shotaro Ishinomori, ((iron phantom)), anti-hero, trending on artstation, highly detailed
Negative prompt: (multiple characters, lowres, bad anatomy, bad hands, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, artist name, (poorly drawn hands), (poorly drawn face), blurry, (bad anatomy), (bad proportions), (extra limbs)
Steps: 30, Sampler: DPM2 a, CFG scale: 13,
Seed: 1455667768, Size: 512x512, Model hash: 925997e9, Batch size: 3
Seed: 1455667770
Seed: 1455667765
Note- These will come out better with an increase amount of steps. Either way, I was absolutely astonished of how this prompt came out! It provided me with so many character design references I would have never thought of. Very inspiring. So if you are interested in creating a hero, villain, or anti-hero. Use this prompt!
New Planet in Space - Masterpiece, Best Quality, Masterpiece, new planet in space, background
Steps: 30, Sampler: Euler a, CFG scale: 12,
Seed: 3068543151, Size: 1024x1024, Model hash: 7460a6fa
Seed: 385226817
Seed: 385226813
New Planet in Space Ver 2 - Masterpiece, Best Quality, Masterpiece, new planet in space, background, Carl Heinrich Bloch, Jean-Antoine Watteau, Felice Casorati, Anni Albers
Steps: 30, Sampler: Euler, CFG scale: 12,
Seed: 1306629244, Size: 1024x1024, Model hash: 925997e9
Seed: 3010601334
Masterpiece, Best Quality, Masterpiece, new planet in space, background, Carl Heinrich Bloch, Jean-Antoine Watteau, Felice Casorati, Anni Albers
Steps: 40, Sampler: Euler a, CFG scale: 15,
Seed: 3010601334, Size: 1024x1024, Model hash: 2700c435
(Context- Using the Nova A.I. model will produce results with characters rather than backgrounds landscapes. It can still create very epic backgrounds but a character will be in the way. The same goes with the new model on the block Anything V3. While these were not the attended results I was looking for, I was still amazed at these unique pieces in particular.)
I hope this inspires great pieces of Art! Happy generating friends and share your prompts!