Downloads: MyneFactoryBase V1.0.ckpt,
Technical: The model was trained on 23,088 samples from Yande.re using a base model NAI, with a resolution of 768 and 512 pixels using aspect ratio buckets to prevent unnatural cropping. The model was trained for 90 epochs (500,000+ steps) using a stepped cosine and stepped constant LR. The LR was manually stepped every 10 epochs and was estimated using proportionality when estimating LR for each additional batch size. The training was done on an RTX 4090 with EveryDream 2 Trainer using DDIM sample scheduler and DDPM noise scheduler, with Adam8bit optimizer, mix precision, and xformers enabled. A conditional dropout of tags was set to 0.125. Verification testing was done on various milestones, and logs were monitored via Tensorboard.
Authors: Juusoz, 金Goldkoron, tsmkirby
It is recommended to use booru styled tags to for the prompts.
woman, decorated horns, long robes, fog, long curly hair, freckles, solo, masterpiece, reflective, depth of field, caustics, detailed night, forest, leaves, moonlight, eyes, orange hair, green eyes, vines
1girl, solo, skirt, book, glasses, long hair, looking at viewer, bookshelf, jacket, plaid skirt, school uniform, long sleeves, parted lips, semi-rimless eyewear, bangs, blush, holding, blazer, indoors, sweater, under-rim eyewear, red-framed eyewear, holding book, brown eyes, library, sitting
The tags were generated with WD14 tagger for the dataset.
The model has also been fine tuned to be better at handling shorter prompts.
This model performs best with the following settings:
Not required, but these tags improve the quality of the image:
best quality, masterpiece
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
damaged robot woman in a junkyard, cyberpunk, masterpiece, face
low quality, worst quality, bad hands, bad anatomy, watermark, signature
60
Euler a
11
620829716
1024x1024
MyneFactoryBase-ep70
girl, eyes, face, steampunk, wings, halo, embroidery, ruins, bridge, mist, sunlight, masterpiece, detailed, depth of field, reflective, caustics
low quality, worst quality, bad hands, bad anatomy, watermark, signature, nude
50
DPM++ SDE Karras
8
1923352681
1280x704
MyneFactoryBase-ep90
Bearded old man, glasses, sitting at table, vest, solo, masterpiece, clocks, wooden shack
low quality, worst quality, bad hands, bad anatomy, watermark, signature, breasts
60
Euler a
10
1550904897
1024x1024
MyneFactoryBase-ep90
floating islands, caustics, depth of field, masterpiece, detailed, waterfall, reflective, fog, foggy, sunset, autumn, lens flare, windy, scenery, leaves, town, buildings
low quality, worst quality, bad hands, bad anatomy, watermark, signature, sitting
70
Euler a
10.5
1057239513
1216x832
MyneFactoryBase-ep90
floating islands, caustics, depth of field, masterpiece, detailed, waterfall, reflective, fog, foggy, scenery, town, buildings, waterfall, moon, night, street, lights, cherry blossoms, stars
low quality, worst quality, bad hands, bad anatomy, watermark, signature
70
Euler a
10.5
2568996689
1216x832
MyneFactoryBase-ep90
fantasy, caustics, depth of field, masterpiece, detailed, waterfall, reflective, fog, foggy, scenery, city, buildings, waterfall, moon, night, street, lights, cherry blossoms, stars, neon, cyberpunk, statue, people, airship
low quality, worst quality, bad hands, bad anatomy, watermark, signature
70
Euler a
10.5
2494833890
1216x832
MyneFactoryBase-ep90
caustics, depth of field, masterpiece, detailed, waterfall, reflective, fog, foggy, scenery, town, buildings, waterfall, moon, night, street, lights, cherry blossoms, stars, statue
low quality, worst quality, bad hands, bad anatomy, watermark, signature
70
Euler a
10.5
4020336312
1216x832
MyneFactoryBase-ep90