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Disty0
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sotediffusion-text_only

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WD: SmilingWolf/wd-swinv2-tagger-v3
GPU: 1x Intel ARC A770 16 GB

NL: vikhyatk/moondream2
GPU: 8x NVIDIA H100 80 GB SXM5

BLIP: Salesforce/xgen-mm-phi3-mini-instruct-r-v1
GPU: 1x AMD RX 7900 XTX 24 GB

TEXT: llava-hf/llava-1.5-7b-hf
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB

AESTHETICS (Only on WD): shadowlilac/aesthetic-shadow-v2
GPU: 1x AMD RX 7900 XTX 24 GB + 1x Intel ARC A770 16 GB

QUALITY (Only on WD): https://huggingface.co/hakurei/waifu-diffusion-v1-4/blob/main/models/aes-B32-v0.pth
GPU: 1x Intel ARC A770 16 GB

COMBINED: WD on the first line and NL on the second line.

dataset name	total images
newest	1.848.331
recent	1.380.630
mid	993.227
early	566.152
oldest	160.397
pixiv	343.614
visual novel cg	231.358
anime wallpaper	104.790
Total	5.628.499

WD Tag Order:

aesthetic tags, quality tags, date tags, custom tags, rating tags, character, series, rest of the tags

WD Date:

tag	date
newest	2022 to 2024
recent	2019 to 2021
mid	2015 to 2018
early	2011 to 2014
oldest	2005 to 2010

WD Aesthetics:

score greater than	tag	count
0.90	extremely aesthetic	125.451
0.80	very aesthetic	887.382
0.70	aesthetic	1.049.857
0.50	slightly aesthetic	1.643.091
0.40	not displeasing	569.543
0.30	not aesthetic	445.188
0.20	slightly displeasing	341.424
0.10	displeasing	237.660
rest of them	very displeasing	328.712

WD Quality Tags:

score greater than	tag	count
0.980	best quality	1.270.447
0.900	high quality	498.244
0.750	great quality	351.006
0.500	medium quality	366.448
0.250	normal quality	368.380
0.125	bad quality	279.050
0.025	low quality	538.958
rest of them	worst quality	1.955.966

WD Rating Tags:

tag	count
general	1.416.451
sensitive	3.447.664
nsfw	427.459
explicit nsfw	336.925

WD Custom Tags:

dataset name	custom tag
image boards	date,
text	The text says "text",
characters	character, series
pixiv	art by Display_Name,
visual novel cg	Full_VN_Name, visual novel cg,
anime wallpaper	date, anime wallpaper,

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