Humikane - v0.25 | 東方Project AI | Page 1

tight hollow Feb 25, 2023, 2:40 PM

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LoRA trained on... 130 Images of Shimada Humikane.

Notes:

 - This is a very early test release
 - This model was trained on WD 1.5 beta 1.
   - Expect issues due to insufficient training
 - You may need to prompt it heavier
 - Use Kohya's extensions and load in the 2.0 Model. 
   - Set TEnc Weight to 0 or else it will mess up generation
 - Prompt away.
 - Cat ears and tails are an added bonus.
 - Avoid prompting (exceptional, best aesthetic, new, newest, best quality, masterpiece). It appears to mess up the eyes even more than usual
 - negative prompt (heart, breath, nsfw, nude, nipples, tan, dark skinned) for improved non-nsfw results as well as to untune some unwanted biases.
 - works well with military stuff.

 - No need for prompt word, but if you need it, it is "humikane" (e.g. "in the style of humikane")

Issues:

 - Too many. Mainly down to insufficient training.
 - Current epoch is OK but screws with text encoding too much.
 - Tends to make lewd/nsfw stuff since it was kinda trained on that.

Follow up stuff

 - Probably a notes section in the next post on how to train for WD 1.5 beta 1? idk.

Link: https://files.catbox.moe/0ppc4m.zip (Catbox as I don't want it to be on HF or Civit AI. Keep it within the confines of this server please.)

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Prompt sample:

(strike witches:1.1), (green military uniform), 1girl, cat tail, short brown hair, red eyes, twintails,
best quality, 1girl, brown eyes,
(mountains, river, trees:1.2),
(anime, waifu, new, newest:1.2)

Negative prompt:

lowres, ((bad anatomy)), ((bad hands)), text, missing finger, extra digits, fewer digits, blurry, ((mutated hands and fingers)), (poorly drawn face), ((mutation)), ((deformed face)), (ugly), ((bad proportions)), ((extra limbs)), extra face, (double head), (extra head), ((extra feet)), monster, logo, cropped, worst quality, jpeg, humpbacked, long body, long neck, ((jpeg artifacts)), deleted, old, oldest, ((censored)), ((bad aesthetic)), (mosaic censoring, bar censor, blur censor), heart, breath, nsfw, nude, nipples, tan, dark skinned

Backgrounds are OK. DPM++ SDE @ 40 steps works wonders btw.

tight hollow Feb 25, 2023, 2:49 PM

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tight hollow LoRA trained on... 130 Images of Shimada Humikane. **Notes:** ``` - This is a ...

Full picture of the cropped first picture

00054-3059687649-strike_witches_1.1_upper_body_military_uniform_aqua_hair_cat_tail_fox_tail_wolf_tail_street_best_quality_1girl_brow.png

tight hollow Feb 26, 2023, 2:46 AM

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tight hollow LoRA trained on... 130 Images of Shimada Humikane. **Notes:** ``` - This is a ...

LoRA Testing Trials on WD 1.5 beta 1:

 - Appears that for 130 images with 3 repeats per epoch and batch size of 4, around 50-60 epochs is needed for the model to be more correctly fine tuned.
 - Disabling text encoder/setting TEnc weight to 0 makes the model behave more like a style rather than a prompted style.
 - Eyes are kinda scuffed but seems that with enough tuning it should look better.
 -

vernal quest Feb 26, 2023, 11:46 AM

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I've got some reference artwork that I got from eH that has his works

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Well, it's artwork of characters, not exactly strike witches

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If you'd like I could compress and send

tight hollow Feb 26, 2023, 12:15 PM

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vernal quest If you'd like I could compress and send

Sure, but I believe his style evolved a bit over the past 15 years or so

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Trained on it a bit more, with a bit more fine tuning. 50 epoch, 100 images.

tight hollow Feb 26, 2023, 12:38 PM

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tight hollow Trained on it a bit more, with a bit more fine tuning. 50 epoch, 100 images.

v0.5 - https://files.catbox.moe/9ku70s.7z Still not perfect but doesnt have text encoder trashing if not properly used.

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Overall it feels nicer to use

tight hollow Mar 2, 2023, 5:33 AM

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Tinyhumi: a 1MB Style for Humikane. Trained on WD 1.5 Beta 2 with 99 images. same amount of repeats.
Higher LR, larger batch size and very smol dimensions.

IDK Which is good. 26-50 epoches seems OK. but YMMV.

📎 lora.zip

tight hollow Mar 2, 2023, 10:28 AM

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tight hollow Tinyhumi: a 1MB Style for Humikane. Trained on *WD 1.5 Beta 2* with 99 images. s...

Epoches every 10th epoch. For use and to play around.

📎 Archive.zip

tight hollow Mar 3, 2023, 9:35 AM

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tight hollow Epoches every 10th epoch. For use and to play around.

Epoch 90 and (potentially) last.safetensors are in general as good as they can get for TinyHumi.

I'll end my hunt for better quality until next WD epoch drops.

vernal quest Mar 5, 2023, 3:30 AM

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Might give this a shot with some other models

tight hollow Mar 6, 2023, 6:39 AM

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tight hollow Epoches every 10th epoch. For use and to play around.

.

📎 lora2.zip

tight hollow Mar 24, 2023, 5:05 AM

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License:

All Rights Reserved.
For Commercial usage, all images generated may be commercialized by following the follow requirements:
 - For companies, personnel representing/intending to represent a certain company. They are required to subscribe to the highest tier (600 jpy) to the following fantia <https://fantia.jp/fanclubs/319092> under the company's name or the representing person.
  - The rate is as follows: 600 * (ceil(No. Of images generated / 1000))
 - For Individuals representing themselves, the rate is 600 JPY.
 - Contact me for further information. Do not commercialize without permission.
For Non-commercial usage:
 - You are not required to subscribe to fantia
 - Indicate in text/alt text (Or just part of PNG Metadata) who is the original artist: 島田フミカネ
For derivative works:
 - Derivative works are allowed only when you referance the art in general rather than specifically.
 - Non-commercial usage rules apply.

vernal quest Apr 18, 2023, 11:43 AM

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Which one is the latest?

tight hollow Apr 19, 2023, 6:34 AM

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tight hollow .

@vernal quest Try the locon variants

vernal quest Apr 19, 2023, 6:39 AM

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is that the lora2 zip archive @tight hollow ?

#Humikane - v0.25