Stable Diffusion Hypernetworks

A collection of various hypernetworks with previews, mostly for NovelAI.
Hosted at https://gitgud.io/necoma/sd-database.

Adding your own

Download this example and unzip it somewhere. Change the .yml file to include the details of your model. Be sure to include as much info as possible like training parameters and the ckpt you used. Delete any lines that don't apply or comment them out with a #. Also include a description if necessary.

Tutorial for the .yml format is here.

For consistency and to best help other anons, you should generate 3 images with the hypernetwork enabled:

  • At least 4 example images lined up horizontally, can showcase your best results.
  • An XY-plot demonstrating the effects of steps/CFG scale, generated with:
    X - Steps: 20, 28, 28, 32
    Y - CFG scale: 8, 11, 14
    
  • Another XY-plot demonstrating the effects of different samplers, generated with:
    X - Sampler: Euler a, Euler, LMS, DPM2, DPM2 a, DDIM
    Y - CFG scale: 8, 11, 14
    

Also be sure to use your example prompt for both of the XY-plots so it's easy for other anons to reproduce them.

If you want to contribute to this list, send a pull request to https://gitgud.io/necoma/sd-database. Even uploading a .zip with the folder format somewhere is okay since all I'd have to do is paste your results in and update the rentry. This list will probably ride on the contributions of others since I'm just one anon with only so much time.

I can be reached at shiratama#2701 on Discord with any questions/submissions (depending on how much free time I have).

Artists

aki99

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-15-2022
Artist Links: Danbooru | Pixiv
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
201 (402 augmented, flipped) 512 x 512 22500 0.0000025

aki99

Steps Samplers
Steps Samplers

Recommended Keywords:

photorealistic, loli, nude, flat chest, small breasts, pale skin, shiny skin

Example Prompt:

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realistic, photorealistic, masterpiece, highest quality, high quality, highres, (((low contrast))),
((((kodachrome)))), watercolor, line art,
1girl, ((loli)), pale skin, shiny skin, dress, short hair, brown hair, blue eyes, smile, looking at viewer, profile
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background))
Steps: 20, Sampler: DPM2, CFG scale: 8.0, Seed: 12515931, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: aki99  recommended_keywords:

bigrbear

Author: Anonymous | Model: Waifu Diffusion 1.3 | Date: 10-11-2022
Artist Links: Danbooru | Pixiv
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
73 (110 augmented, split) 512 x 512 10000 0.000005

bigrbear

Steps Samplers
Steps Samplers

Example Prompt:

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realistic, masterpiece, highest quality, high quality, highres,
1girl, dress
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background))
Steps: 20, Sampler: Euler a, CFG scale: 8.0, Seed: 3823999253, Size: 512x768, Model hash: 84692140, Model: wd-v1-3-float16, Hypernet: bigrbear2

doyora

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-16-2022
Artist Links: Danbooru
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
1047 (1782 augmented, split, cropped) 512 x 512 35000 [{"rate"=>"0.0000025", "steps"=>7000}, {"rate"=>"0.0000005", "steps"=>35000}]

doyora

Steps Samplers
Steps Samplers

Recommended Keywords:

painting, oil paint, impressionism, nude, nostrils, nose, twintails, :3, open mouth, upper teeth

Example Prompt:

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realistic, masterpiece, highest quality, high quality, highres, (((desaturated))), ((low contrast)),
painting, two-tone shading, painting, brush strokes, (thick brushstrokes), film grain, (((oil paint))), ((impressionism),
(yazawa nico), black hair, twintails, red eyes, open mouth, upper teeth, (((small pupils))), nostrils, nose, (small head), open mouth, looking at viewer,
1girl, underwear only, bra, underwear, medium breasts, standing, looking at viewer, bed, cowboy shot,
(spotlight), (drapery)
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, blurry, username, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background)), (((depth of field)))
Steps: 32, Sampler: DPM2 Karras, CFG scale: 14.0, Seed: 34985618, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: doyora

Notes:

trained on 1,280 augmented images until 7000 steps
then added more cropped images of faces/bodies up to 1782 augmented until 35000 steps

kyuri

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-14-2022
Artist Links: Danbooru | Pixiv
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
192 (317 augmented, split) 512 x 512 90000 0.0000005

kyuri

Steps Samplers
Steps Samplers

Recommended Keywords:

2girls, dress, yuri, watercolor, line art, pencil drawing

Example Prompt:

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masterpiece, highest quality, high quality, highres, (((low contrast))), ((desaturated)), (((dark))), ((cold)),
((((kodachrome)))), watercolor, line art, pencil drawing,
2girls, yuri, dress, long hair, brown hair, black hair, smile, standing, looking at viewer
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background))
Steps: 28, Sampler: Euler, CFG scale: 8.0, Seed: 3823999253, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: kyuri

misekai_555

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-15-2022
Artist Links: Danbooru
Download | Original Source | Original DL | Dataset
Extra DLs: 30000 Steps | 35000 Steps

Image Count Image Size Training Steps Learning Rate
282 (492 augmented, split) 768 x 768 40000 0.0000025

misekai_555

Steps Samplers
Steps Samplers

Recommended Keywords:

watercolor, two-tone shading, film grain, photograph, idolmaster, nude, bed, bedsheets, steam, bokeh

Recommended Negative Keywords:

depth of field

Example Prompt:

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realistic, masterpiece, highest quality, high quality, highres,
(((kodachrome))), digital painting, two-tone shading, watercolor, film grain, photograph, nikon, ((poor lighting)), (((spotlight))), ((flash photography)), ((steam)),
black hair, red eyes, double bun, embarrassed, open mouth, fang,
1girl, underwear only, bra, panties, small breasts, sitting, looking at viewer, bed, bedsheets, on bed,
((bokeh))
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background)), (((depth of field)))
Steps: 16, Sampler: DPM2 a, CFG scale: 8.0, Seed: 1874613381, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: misekai_555, Denoising strength: 0.7, First pass size: 448x640

quad-a

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-13-2022
Artist Links: Danbooru | Pixiv
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
1024 x 1024 43500 0.0000005

quad-a

Steps Samplers
Steps Samplers

Recommended Keywords:

1girl, loli, flat chest

Example Prompt:

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realistic, masterpiece, highest quality, high quality, highres, (((low contrast))), ((desaturated)), (((dark))), ((cold)), ((((kodachrome)))), watercolor, painting, photograph, nikon, (outline), (bleach bypass), ((outline)), ((spotlight)), (elegant), detailed face and eyes, (((loli))), (toddler), ((10-year-old)), brown eyes, light brown hair, drill hair, expressionless, 1girl, military jacket, military vest, military shorts, blush, bangs, ((Luger P08)), holding gun, eyebrows visible through hair, blunt bangs, sitting, from below, spread legs, boulder, looking at viewer, cowboy shot, ((army)), (military), sandbags, cloudy, stormy, military helmet, ((flower terrarium inside glass helmet)), (overcast), outdoors, (sun rays), (((Edouard Manet))), ((Jacques-Louis David)), ((((saving private ryan))))
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, username, blurry, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background))
Steps: 28, Sampler: DPM2, CFG scale: 11, Seed: 3823999253, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: quad-a, Batch size: 4, Batch pos: 0, Denoising strength: 0.6

yoshitoshi_abe

Author: necoma | Model: NovelAI (animefull-final-pruned.ckpt [925997e9]) | Date: 10-16-2022
Artist Links: Danbooru
Download | Original Source | Original DL | Dataset

Image Count Image Size Training Steps Learning Rate
179 (286 augmented, split) 1024 x 1024 84000 0.0000005

yoshitoshi_abe

Steps Samplers
Steps Samplers

Recommended Keywords:

painting, watercolor, fisheye, expressionless

Example Prompt:

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realistic, masterpiece, highest quality, high quality, highres, (((desaturated))), ((low contrast)),
painting, two-tone shading, watercolor, brush strokes,
black hair, medium hair, orange eyes, closed mouth, expressionless, looking at viewer,
1girl, leather jacket, open jacket, black jeans, standing, looking at viewer, cowboy shot,
(spotlight), simple background
Negative prompt: lowres, bad anatomy, bad hands, bar censor, text, error, missing fingers, extra digit, fewer digits, cropped, worst quality, low quality, normal quality, jpeg artifacts, signature, watermark, blurry, username, out of focus, censorship, censored, ugly, old, deformed, amateur drawing, odd, fat, morphing, black and white, anime, ((simple background)), (((depth of field)))
Steps: 32, Sampler: DPM2, CFG scale: 14.0, Seed: 4053577208, Size: 512x768, Model hash: 925997e9, Model: animefull-final-pruned, Hypernet: yoshitoshi_abe
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Pub: 15 Oct 2022 14:05 UTC
Edit: 18 Oct 2022 05:08 UTC
Views: 27170