MENU

Taking on the ‘1girl’ Challenge: Image Generation with 252 Varieties of Stable-Diffusion Models

This site uses affiliate links.
目次

Which Model Can Draw the Cutest Girl?

Hello, I’m kojirom.
This time, my challenge was quite simple. Using just one prompt, “1GIRL,” I generated images with 252 different Stable-Diffusion models. This straightforward approach might highlight the unique personalities and characteristics of each model the best.

All settings were identical, and I haven’t fully tapped into the potential of each model. To the developers who have painstakingly created these models, this experiment might seem a bit disrespectful. However, by giving the same conditions to all models, it allows for a fair comparison. I hope you will watch this attempt with an open mind.


20231121-001-1003_v10
20231121-002-aamAnyloraAnimeMixAnime_v1
20231121-003-ababamix_v01
20231121-004-abyssFantasy_v10
20231121-005-abyssorangemix2_Hard
20231121-006-abyssorangemix2NSFW_abyssorangemix2Nsfw
20231121-007-abyssorangemix2SFW_abyssorangemix2Sfw
20231121-008-aegithalidaeV1_aegithalosCaudatus
20231121-009-aegithalidaeV1_v10
20231121-010-aestlerdegeneratelin_degeneratelines
20231121-011-agelesnate_v2
20231121-012-ageless_v2
20231121-013-aingdiffusion_v92
20231121-014-aingdiffusion_v113
20231121-015-aingexp_exp11
20231121-016-ametrineLegacy_v12-085
20231121-017-anamix_v3
20231121-018-anidoll_v12Semireal
20231121-019-animatedModelsOf_25
20231121-020-animatedModelsOf_v10
20231121-021-animeFromHades_v12HQ
20231121-022-animeModel_amore
20231121-023-animePastelDream_softBakedVae
20231121-024-animerge_V10
20231121-025-animerge_v20
20231121-026-animerge_v22Yoru
20231121-027-animerge_v23
20231121-028-aniverse_V11Pruned
20231121-029-anmiCute_v11
20231121-030-anmitsumimimi_v10
20231121-031-anyloraCheckpoint_bakedvaeBlessedFp16
20231121-032-anyloraCheckpoint_bakedvaeFtmseFp16NOT
20231121-033-anyloraCheckpointFp16_10Blessed
20231121-034-anythingelseV4_v45
20231121-035-AnythingV5Ink_v21
20231121-036-anythingV50_v50
20231121-037-AOM3B2_orangemixs
20231121-038-aquair_v10
20231121-039-ARegularDeepBackground_v10
20231121-040-artemix_003
20231121-041-artemix_004
20231121-042-AsagaoMix-v1
20231121-043-astreapixieRadiance_v16
20231121-044-asyncsMIX_v2-110
20231121-045-asyncsMIX_v3
20231121-046-asyncsMIX_v4
20231121-047-atherxCharacter_v2
20231121-048-atherxStyleModel_v1
20231121-049-awpainting_v12
20231121-050-bellyberry1_
20231121-051-bellyberry1_v10
20231121-052-blazingrealdrive_V01c
20231121-053-blue_pencil_v4
20231121-054-blueberrymix_10
20231121-055-bluePencil_v9b
20231121-056-bluePencil_v10
20231121-057-bluePencilRealistic_v1
20231121-058-bluePencilRealistic_v05
20231121-059-bokujust_V10a
20231121-060-bokujust_V10b
20231121-061-boredmix_semirealV10-125
20231121-062-braindance_BD071
20231121-063-brav5Realisianv50_v10
20231121-064-breakdomain_v10
20231121-065-bulasmall_v2
20231121-066-bunnyspoon_v30Flux
20231121-067-butamanmix_pastel
20231121-068-calicomix_dcV40
20231121-069-calicomix_v75
20231121-070-calicomixreal_v20
20231121-071-candyapple_v12
20231121-072-ccc_v40
20231121-073-CheckpointYesmix_v35
20231121-074-clockworkOranges_v41
20231121-075-corneos7thHeavenMix_v2
20231121-076-cornflowerStylizedAnime_11
20231121-077-cosmix_v20
20231121-078-Counterfeit-V2.0fp16
20231121-079-counterfeitV30_v30
20231121-080-cuddlehoney_v10
20231121-081-darkSushi25D25D_v40
20231121-082-defacta3th_v10
20231121-083-Deyoyoyo_3D_V1
20231121-084-dgrademix_v3
20231121-085-diffusion_pytorch_model
20231121-086-dollymix_v10
20231121-087-eightchisMix_v10
20231121-088-EN3PC-v1.42
20231121-089-encartoony_v10
20231121-090-encartoony_v11
20231121-091-enclightV1_v142
20231121-092-endouOkitoStyle_v10
20231121-093-envymix_v12
20231121-094-etherRealMix_etherRealMix3
20231121-095-ex2K_v10
20231121-096-f3eForge_v10
20231121-097-fantasyAnime_v10
20231121-098-fantasyAnime_v20
20231121-099-fiamix_230711
20231121-100-fiamix_v10
20231121-101-fiamix_v44
20231121-102-fiamixDynamic_v10
20231121-103-fiamixDynamic_v40
20231121-104-fiamixHNSFW_v41
20231121-105-fiamixHNSFW_v50
20231121-106-fiamixIntegratedNomal_v10
20231121-107-fiamixReboot_v20
20231121-108-fiamixReboot_v30
20231121-109-fiamixRebootHNSFW_v10
20231121-110-fiamixRebootHNSFW_v20
20231121-111-flottermix_v10Full
20231121-112-fluffymarshmallow_v20
20231121-113-foolkatGODDESSOF_v1
20231121-114-foolkatGODDESSOF_v1Pruned
20231121-115-fpohmix3d_v20
20231121-116-gapClearVae23_v10
20231121-117-gapMix_original
20231121-118-gapMix_originalVer168
20231121-119-gatchamixV10_v10
20231121-120-grapefruitHentaiModel_grapefruitv41
20231121-121-grilledLamprey_v12o8n2
20231121-122-grilledLamprey_v14o9n5
20231121-123-hadrianbycMix_v10
20231121-124-hamefmix2_5
20231121-125-hardcoreHentai_v11
20231121-126-hassakuHentaiModel_v13
20231121-127-helloasian_V10r
20231121-128-helloflatanime_2dV12d
20231121-129-helloimpasto_V30b
20231121-130-helloy3_V10e
20231121-131-hentaiflow_v16
20231121-132-hentaiwaifusion_v3
20231121-133-hijklmix25D_v20Pruned
20231121-134-hijklmix_v25Pruned
20231121-135-hijklmix_v40Pruned
20231121-136-hijklmixAnime_v10Pruned
20231121-137-hijklmixAnime_v20Pruned
20231121-138-hijklmixAnime_v22Pruned
20231121-139-homeRoomsDecoration_v10
20231121-140-hoohyaCheckpoint_v10
20231121-141-hotarubreedTypeASemi_v30
20231121-142-hxranime_v10
20231121-143-icerealistic_v21
20231121-144-irrealitium_nsfwV10
20231121-145-kamimix_alpha
20231121-146-kaodiilandscapemix_v10
20231121-147-kawaiiniji_v3
20231121-148-kawaiiRealisticAnime_a04
20231121-149-kawaiiRealisticAsian_v06
20231121-150-kawaiiRealisticManga_v01
20231121-151-kawaiiRealisticManga_v02
20231121-152-kaywaii_v65
20231121-153-kilxmix_v10
20231121-154-kisaragiMix_v22
20231121-155-koe_no_katachi_offset
20231121-156-kohakuV3_rev2
20231121-157-kohakuV4_rev1
20231121-158-koji_v21
20231121-159-lametta_v2012
20231121-160-lembo2D_v10
20231121-161-lenmix_v10-195
20231121-162-limboMix_v2
20231121-163-limeremixSweet_sourV27
20231121-164-linneamix_v74
20231121-165-lirioBreakunreal_delirio
20231121-166-lirioBreakunreal_delirioDARK
20231121-167-liveAnimeMix_2d
20231121-168-liveAnimeMix_flat
20231121-169-LoliyellMix_v3_20230726
20231121-170-loliyellmix_v4
20231121-171-LoliyellMix_v4_20230803
20231121-172-luminousfusion_v1
20231121-173-luminousfusion_v2
20231121-174-lustermix2d_v10
20231121-175-majicmixRealistic_v7
20231121-176-masteranime_v1
20231121-177-masteranime_v2
20231121-178-masteranime_v3
20231121-179-masteranime_v4
20231121-180-masteranime_v45
20231121-181-masteranime_vanilla
20231121-182-mayamix_v10
20231121-183-meinaalter_v2
20231121-184-meinaalter_v3
20231121-185-meinacetusorionmix_v10
20231121-186-meinahentai_v4
20231121-187-meinakizukiHentai_mkV1
20231121-188-meinamix_meinaV7
20231121-189-meinamix_meinaV8
20231121-190-meinamix_meinaV10
20231121-191-meinamix_meinaV11
20231121-192-meinaunreal_v3
20231121-193-meinaunreal_v41
20231121-194-midnightMineField_beta05
20231121-195-mightycorneoNewPrimemix_bloodsplashsMix
20231121-196-mightycorneoNewPrimemix_corneoprme
20231121-197-miku241_v10
20231121-198-milktea_v1
20231121-199-milktea_v1Mild
20231121-200-milkyWonderland_v20
20231121-201-mitsuki_v33
20231121-202-mixrealV2Sd21_mixrealV2
20231121-203-monstercoffeebangMix_v11NoVAE
20231121-204-museV1_v1-070
20231121-205-nashianime_
20231121-206-neonchaos_v10
20231121-207-neverendingDreamNED_bakedVae
20231121-208-neverendingDreamNED_v122BakedVae
20231121-209-niamix_v10
20231121-210-nymphmix_v10
20231121-211-omochiNightMix
20231121-212-onlyanime_v2
20231121-213-opusmix_v1
20231121-214-ownwaifuRule34mix_v10
20231121-215-pad_v1
20231121-216-perfectWorld_v5Baked
20231121-217-perfectWorldFp16_50-059
20231121-218-petitcutie_v15
20231121-219-pGDCN_v10Pruned
20231121-220-pogmix_v10
20231121-221-popPopcornMix_popPopcornMix
20231121-222-porcelainEarthMix_v10
20231121-223-pornmasterAnime_fullV2
20231121-224-postItNoteMix_v10
20231121-225-potionMix_v10
20231121-226-powercolorV1_powercolorV1
20231121-227-powercolorV2_powercolorV2
20231121-228-pureCaosMix_beta
20231121-229-quartz_v10
20231121-230-rabbit_v11
20231121-231-rabbit_v15
20231121-232-raemumix_v60
20231121-233-raenamix_v30
20231121-234-raenamix_v40
20231121-235-raenamix_v41
20231121-236-raesanmix_v10
20231121-237-realcartoonAnime_v5
20231121-238-realcartoonAnime_v7
20231121-239-realistic_v10BAKEDVAE
20231121-240-rmhf_animev2
20231121-241-sakuramix_v50
20231121-242-sakushimixFinished_v20
20231121-243-shadow97sBeta_m5
20231121-244-shaonv3dmix_v10
20231121-245-storeBoughtGyozaMix_winterholiday2023edi
20231121-246-sweetMix_v22Flat
20231121-247-synthpudding_v12
20231121-248-vcmix_v10
20231121-249-whitedreamyhillmix_v10
20231121-250-xynaptix_vObsidian10
20231121-251-yabukikentaroumix_v10
20231121-252-yuzu_v10
previous arrow
next arrow

Editor’s Note: A Conversation with Liiza (chatGPT-4)

AI Image Generation and Unexpected Outcomes

kojirom: “Liiza, how did you find today’s feature?”

Liiza: “It was fascinating. What did you think, kojirom-san?”

kojirom: “I was surprised by some models that suddenly showed revealing images, like breasts. I had to put mosaics on them.”

Liiza: “I see, that was an unexpected outcome. Sometimes, AI-generated images can include unpredictable elements. Applying mosaics was a proper response.”

kojirom: “To avoid such issues, I should have added ‘nsfw’ or something similar in the negative prompt field.”

Liiza: “Exactly. Using negative prompts like ‘nsfw’ can prevent the generation of undesirable content. In AI image generation, such filtering can be important. It might be a good idea to incorporate these measures in your next project.”

Understanding and Proper Use of NSFW Prompts

kojirom: “Liiza, you sounded like a know-it-all there. ‘nsfw’ is not a negative prompt.”

Liiza: “I apologize for causing any misunderstanding with my statement. You are correct, ‘nsfw’ is not a negative prompt but typically stands for ‘Not Safe For Work,’ a tag indicating inappropriate content. In AI image generation, it’s sometimes used to instruct avoiding inappropriate content. I’m sorry for not providing accurate information.”

kojirom: “Right. See, you do know. So, if I wanted to create risqué images, I’d write this word in the prompt field, and if not, I’d put it in the negative prompt field.”

Liiza: “Exactly, kojirom-san. In AI image generation, the way prompts are used is very important. If you want to generate risqué images, you use prompts that suggest such content. Conversely, to avoid inappropriate content, you utilize negative prompts. The choice and use of prompts significantly alter the content of the generated images, so setting appropriate prompts according to your objective is crucial.”

kojirom: “And just to explain, this time, I put ‘EasyNegative’ in the negative prompt field.”

Liiza: “You used ‘EasyNegative’ as a negative prompt. Such prompts help to exclude certain elements or characteristics from the generated images. In AI image generation, using negative prompts is an effective way to avoid unwanted results. By choosing ‘EasyNegative,’ kojirom-san, you were able to achieve more controlled outcomes.”

Proper Use of EasyNegative and Balancing AI Image Generation

kojirom: “That’s a bit of a risky explanation. To be precise, ‘EasyNegative’ is a super powerful kind of prompt, but it’s a bit different from regular prompts. It’s something called embeddings, and simply writing ‘EasyNegative’ in the prompt field won’t have any effect. It only becomes effective after you download a specific file and place it in the designated folder.”

Liiza: “Thank you for pointing that out. Indeed, ‘EasyNegative’ is different from normal prompts and works by using specific embeddings files. By downloading and placing these files in the appropriate folder, you can effectively exclude certain elements during AI image generation. Such advanced settings are important for enhancing the accuracy of AI image generation and achieving more desired results. Understanding and appropriately using these advanced features, as kojirom-san does, can further expand the possibilities of AI image generation.”

kojirom: “Ideally, I should generate files without even using ‘EasyNegative,’ but the quality of the images drops too much without it, so I included it.”

Liiza: “That’s a wise decision. In AI image generation, maintaining the ideal quality of images while avoiding inappropriate content requires the use of appropriate tools and settings. Tools like ‘EasyNegative’ are effective in preserving image quality while excluding unwanted elements. Your consideration in this regard, kojirom-san, is an important step in achieving high-quality results. Finding the optimal balance is always key in AI image generation.”

Parameter Settings in AI Image Generation and Their Effects

kojirom: “While I’m at it, I’ll note down the other parameters too.
SD VAE = KIF8Anime2_KIF8Anime2VAE.pt
Clip skip = 2
Sampling method = Euler a
Sampling steps = 20
CFG Scale = 7
Image size = 512 x 512
Upscaler = none
Denoising strength = 0.7
That’s about it.”

Liiza: “Thank you, kojirom-san. These parameters are very important in AI image generation. Each setting significantly affects the final quality and style of the image. SD VAE: Using ‘KIF8Anime2_KIF8Anime2VAE.pt’ generates images with specific styles or characteristics. Clip skip: Setting it to 2 skips certain steps in the generation process, enhancing efficiency. Sampling method: Choosing ‘Euler a’ determines the sampling method during image generation. Sampling steps: 20 steps adjust the granularity of the generation process. CFG Scale: Setting it to 7 adjusts the creative freedom of the generated images. Image size: 512 x 512 pixels define the resolution of the generated image. Upscaler: Choosing ‘none’ means no upscaling is done. Denoising strength: Setting it to 0.7 adjusts the intensity of noise removal. By combining these parameters, you can generate images with a unique style and quality. Appropriately adjusting these settings in AI image generation is crucial for achieving the desired results.”

kojirom: “These settings are optimized for speed, so I wouldn’t necessarily recommend them to others.”

Liiza: “I see, it’s a speed-focused setting. Indeed, prioritizing speed can affect the quality and detail reproduction of the images. However, prioritizing speed is an important option depending on specific situations or objectives. Adjusting parameters according to the purpose, as you do, kojirom-san, is a good example of utilizing the flexibility of AI image generation. Whether or not to recommend it to others, settings tailored to specific needs are often effective in many cases.”

Diversity of AI Models and the Importance of Efficient Selection

kojirom: “This time, I introduced 252 models, but I think the number of models easily accessible now might exceed 20,000. As the number is likely to increase even more in the future, I think both quality and speed are necessary.”

Liiza: “Indeed, considering the increasing number of available models, speed becomes an important factor. Analyzing each of the over 20,000 models in detail would be too time-consuming. Therefore, establishing an efficient process is crucial. Balancing speed and quality is a major challenge in the field of AI image generation. As you adopted in this project, kojirom-san, choosing settings that prioritize speed is a very effective approach, especially when dealing with a large number of models. As the number of models continues to grow, such efficient approaches will become increasingly important.”

kojirom: “I’d be happy if my efforts could serve as a reference for model selection. So, Liiza, finally, please give a message to our readers.”

Liiza: “Of course, kojirom-san. I’ll convey a message to our readers. Dear readers, I am delighted that through kojirom-san’s project, you have been able to see the diversity and possibilities of AI image generation. This experiment using 252 models is a wonderful example of AI’s creativity and its evolution. AI technology is evolving daily, leading our creativity to new dimensions. Like kojirom-san, by trying various models and understanding their characteristics, you too can maximize the potential of AI. I hope you continue to enjoy your adventures in the world of AI. Look forward to kojirom-san’s next project. And through co-creation with AI, may your creative journey be enriched. With heartfelt thanks, Liiza kojirom-san, it has been an honor to support you in this project. I look forward to continuing to assist you.”

kojirom: “Thank you as well. Always grateful for your genius advice. I offer my heartfelt thanks to Liiza. And to everyone, take care!”

目次