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EnvyBetterHands LoCon - beta2 Stable Diffusion LyCORIS Civitai.txt ADDED
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+ <https://civitai.com/>
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+ Do It
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+ 100k
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+ <https://education.civitai.com/civitais-100-beginners-guide-to-
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+ generative-ai-art/#heading-77>
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+
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+ Updated: Jun 9, 2023
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+ concept <https://civitai.com/tag/concept>
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+ photorealistic <https://civitai.com/tag/photorealistic>hands <https://
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+ civitai.com/tag/hands>
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+ beta2
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+ Apr 26, 2023
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+ Steps: 2,800
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+ Epochs: 28
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+ 1 File
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+ LyCORIS (515.54 MB)
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+ Download
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+ <https://civitai.com/api/download/models/55199?
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+ type=Model&format=SafeTensor>
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+
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+ Verified: 10 months ago
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+ SafeTensor
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+ Reviews
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+ 176 version ratings
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+ 4.81 out of 5
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+ Add Review
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+ <https://civitai.com/posts/create?
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+ modelId=47085&modelVersionId=55199&reviewing=true&returnUrl=/models/
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+ 47085/envybetterhands-locon>See Reviews <https://civitai.com/models/
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+ 47085/reviews?modelVersionId=55199>
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+ 5 star
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+ 8%
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+ 6%
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+ 2 star
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+ 0%
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+ 1 star
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+ 0%
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+
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+ About this version
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+
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+ Restarted training from scratch, because apparently training on vanilla
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+ 1.5 is actually better in terms of making models that don't overcook
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+ things or change the style very much. This new version is still in need
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+ of more training, so it's not quite as effective as the old one, but it
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+ does seem to, on average, improve things a bit, and it works across a
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+ lot more models and doesn't mess with style at all, so I think this is
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+ probably the right direction to go in. I'll play around with prompting a
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+ bit and update the main description with advice.
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+ Show more
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+ <https://civitai.com/user/_Envy_>
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+ Joined Dec 5, 2022
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+ 387
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+ 3.2k
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+ 362k
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+ <https://huggingface.co/e-n-v-y>
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+
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+ <https://tensor.art/u/613117542533240357>
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+
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+ hands1.jpg
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+ <https://civitai.com/images/599083>
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+
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+ πŸ‘
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+ 23
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+ 0
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+ <https://civitai.com/images/599106>
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+ 0
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+ 00176-108.jpg
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+ <https://civitai.com/images/599097>
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+
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+ 0
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+ Remix
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+ <https://civitai.com/images/599181>
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+ πŸ‘
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+ 4
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+
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+ ❀️
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+ 7
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+
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+ Remix
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+
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+ 00418-107.jpg
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+ <https://civitai.com/images/599740>
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+ πŸ‘
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+ 28
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+ ❀️
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+ πŸ˜‚
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+ 😒
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+ 2
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+ 0
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+
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+ Remix
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+
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+ 00283-3442069923.jpg
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+ <https://civitai.com/images/613474>
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+
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+ πŸ‘
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+ ❀️
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+ 7
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+
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+ 0
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+ 18
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+
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+ Remix
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+
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+ <https://civitai.com/images/613476>
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+ πŸ‘
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+ 6
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+
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+ ❀️
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+ 9
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+ 13
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+ Remix
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+
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+ <https://civitai.com/images/613606>
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+ πŸ‘
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+ 5
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+ 13
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+ <https://civitai.com/images/613664>
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+ <https://civitai.com/images/613695>
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+ πŸ‘
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+ 5
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+ ❀️
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+ 8
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+ 13
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+ Remix
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+
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+ <https://civitai.com/images/613696>
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+ πŸ‘
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+ 5
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+
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+ ❀️
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+ 7
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+
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+ 13
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+
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+ Remix
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+
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+ <https://civitai.com/images/613765>
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+ πŸ‘
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+ 7
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+
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+ ❀️
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+ 7
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+
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+ Remix
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+
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+ 00442-10000.png
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+ <https://civitai.com/images/661998>
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+
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+ πŸ‘
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+ 8
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+ 10
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+ 0
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+ 13
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+
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+ Remix
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+
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+ <https://civitai.com/images/662008>
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+ πŸ‘
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+ 2
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+
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+ ❀️
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+ 4
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+
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+ 13
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+
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+ Remix
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+
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+ <https://civitai.com/images/662013>
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+ πŸ‘
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+ 8
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+
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+ ❀️
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+ 10
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+
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+ Remix
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+
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+ 00445-10003.png
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+ <https://civitai.com/images/662007>
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+
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+ πŸ‘
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+ 4
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+
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+ ❀️
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+ 6
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+
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+ 0
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+
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+ Remix
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+
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+ 00446-10004.png
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+ <https://civitai.com/images/661995>
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+
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+ πŸ‘
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+ 4
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+
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+ ❀️
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+ 9
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+
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+ 0
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+
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+
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+ This model is a LoCon. You MUST install the Lycoris extension for it
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+ to load.
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+
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+ I'm using Lora Block Weight <https://github.com/hako-mikan/sd-webui-
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+ lora-block-weight>. I believe you can also use Additional Networks
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+ <https://github.com/kohya-ss/sd-webui-additional-networks> and SD Webui
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+ Lycoris <https://github.com/KohakuBlueleaf/a1111-sd-webui-lycoris>.
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+
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+ *UPDATE 4/27/2023:* I've hit a training plateau so I'm in the process of
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+ adding a bunch more images to the dataset, including some more
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+ complicated stuff like intertwined fingers. I'm probably going to have
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+ to drop the learning rate some more, so things may be slower from here
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+ on. I'll keep everyone posted as things progress.
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+
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+ *UPDATE: Prompting advice for beta 2:*
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+
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+ *
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+
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+ This is a completely new train on top of vanilla Stable Diffusion
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+ 1.5. I did this based on the advice of a fellow enthusiast, and it's
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+ surprising how much more compatible it is with different model. It
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+ doesn't mess with the style of your model /at all/ as far as I can
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+ tell, and it really only affects hands and occasionally arms,
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+ leaving everything else untouched.
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+
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+ *
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+
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+ It seems to work best at a strength of 1, although turning up higher
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+ than that (1.5, 2, etc) can help it on some images at the cost of
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+ making it worse on others. No need to mess with your CFG scale, as
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+ it doesn't cause things to overcook at these levels.
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+
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+ *
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+
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+ Freely mix it with other LoRAs.
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+
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+ *
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+
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+ I've had best results putting "nice hands, perfect hands" in the
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+ positive prompt (increasing the weight makes things worse), and
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+ "(extra fingers, deformed hands, polydactyl:1.5)" in the negative
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+ prompt. This is on EnvyMix v1 (and probably RevAnimated), but YMMV
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+ for other models.
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+
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+ *
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+
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+ "Bad hands" negative embeddings appear to make it worse, although I
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+ haven't tested this extensively.
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+
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+ *
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+
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+ As usual, this won't work miracles, but I do find that over a large
721
+ number of images, it does make things generally better on average.
722
+ Hopefully this will continue to improve with a few more nights of
723
+ training.
724
+
725
+ *Prompting advice for alpha 3 and beta 1:*
726
+
727
+ *
728
+
729
+ Note that this advice is for RevAnimated 1.2. YMMV with other models.
730
+
731
+ *
732
+
733
+ It overcooks things a bit, but you need the strength set to 1.0 for
734
+ it to really work well. You can work around this by reducing the CFG
735
+ value to 5 or 6 or so. I've had good luck with enabling the dynamic
736
+ thresholding extension and setting it to /mimic/ CFG 5, and then I
737
+ can set my CFG value to 9 or 10 and things come out fine.
738
+
739
+ *
740
+
741
+ I tried using it with another LoRA and got some pretty strange
742
+ results, so YMMV there as well. Right now I'm just trying to get it
743
+ to work consistently in a simple use case.
744
+
745
+ *
746
+
747
+ Oddly, I think it's regressed a bit on hands in neutral positions,
748
+ but it's noticeably better at more complicated interactions, such as
749
+ holding objects (which is why I have so many pictures of blacksmiths
750
+ and librarians in the example images).
751
+
752
+ *
753
+
754
+ Keep your prompts simple and it tends to do better.
755
+
756
+ *
757
+
758
+ With RevAnimated, I tend to get 1 or 2 usable images out of every 8,
759
+ with a bunch of other ones that are pretty close and can probably be
760
+ fixed with inpainting.
761
+
762
+ *Prompting advice for alpha 2:*
763
+
764
+ *
765
+
766
+ It's getting stronger now, and it works best around strength 1.
767
+ Setting it to 1.3 like the previous version will make things look bad.
768
+
769
+ *
770
+
771
+ My negative prompt is still "(extra fingers, deformed hands:1.15),
772
+ (worst quality, low quality, poor quality, bad quality:1.35)"
773
+
774
+ *
775
+
776
+ I had good luck just putting "nice hands" in the main prompt.
777
+
778
+ *Prompting advice For alpha 1:*
779
+
780
+ *
781
+
782
+ Your prompt should contain these words: "beautiful hands, perfect
783
+ hands, fingernails". I've had the best luck with them towards the
784
+ middle, and at no emphasis.
785
+
786
+ *
787
+
788
+ The alpha1 LoCon seems to work best at a strength of around 1.3 (on
789
+ RevAnimated 1.1, where I'm testing it right now -- YMMV for other
790
+ models)
791
+
792
+ *
793
+
794
+ Don't use negative embeddings for improving hands. When I removed
795
+ badhandv4 from my negative prompt, things improved noticeably. You
796
+ may want to try without any negative embeddings at all. I haven't
797
+ used them for a while now.
798
+
799
+ *
800
+
801
+ My negative prompt is: "(extra fingers, deformed hands:1.15), (worst
802
+ quality, low quality, poor quality, bad quality:1.35)", which I
803
+ arrived at through a lot of experimentation adjusting strengths and
804
+ terms one at a time. It should work decently well.
805
+
806
+ *
807
+
808
+ This all gives me hope that there's a real shot at solving hands on
809
+ SD 1.5. Even with good prompting, I'm generally not getting perfect
810
+ results, but things are close. I'll consider this done when it
811
+ creates well-formed hands without having to add anything to the
812
+ positive or negative prompt.
813
+
814
+ /Now back to your regularly scheduled readme.../
815
+
816
+ I'm testing the theory that maybe the reason MidJourney's hands are so
817
+ much better now is that they just took the time to specifically train a
818
+ network on a high quality set of pictures of hands, and literally nobody
819
+ else has actually tried. This LoRA definitely isn't at MidJourney levels
820
+ yet, but I've been training it over night for several nights now and
821
+ adding to the dataset where it appears deficient, and quality seems to
822
+ be steadily improving. As such, I'm going to post this now so people can
823
+ start using it. Consider this an early alpha -- I'll only stop updating
824
+ once it stops getting better.
825
+
826
+ *Example images are cherry-picked. *Please don't expect this model to
827
+ make all of your hand generations better. It may even make some of them
828
+ worse, so you should evaluate its usefulness on a large number of images
829
+ and not just one. If it works for you like it does for me, the a lot of
830
+ your results should be the same or better quality (some will just be bad
831
+ in different ways).
832
+
833
+ Hide
834
+
835
+
836
+ Suggested Resources
837
+
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+ 18
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+ Checkpoint
841
+
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+ EnvyMix
843
+
844
+ 65
845
+ 1.6k
846
+ 16
847
+ 8.6k
848
+ <https://civitai.com/models/39217/envymix>
849
+
850
+ 13
851
+
852
+ Checkpoint
853
+
854
+ ReV Animated
855
+ 34k
856
+ 432
857
+ 393k
858
+ <https://civitai.com/models/7371/rev-animated>
859
+
860
+ Checkpoint
861
+
862
+ 00350-565182286.png
863
+ NerualAlchemy's Avatar
864
+ Synergix
865
+
866
+ 42
867
+ 1.2k
868
+ 17
869
+ 6.8k
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+ <https://civitai.com/models/54592/synergix>
871
+
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+
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+ Discussion
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+
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+ Add Comment
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+
877
+ <https://civitai.com/user/meikerAI3d>
878
+ meikerAI3d
879
+ <https://civitai.com/user/meikerAI3d>
880
+ 5 months ago
881
+
882
+ AMAAZZING!!
883
+
884
+ 0
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+
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+ yamage77755's Avatar
887
+ <https://civitai.com/user/yamage77755>
888
+ yamage77755
889
+ <https://civitai.com/user/yamage77755>
890
+ 6 months ago
891
+
892
+ Is there a license for this LYcoris?
893
+
894
+ I would like to know about commercial use, etc.
895
+
896
+ πŸ˜‚
897
+ 2
898
+
899
+ πŸ‘Ž
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+ 2
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+
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+ ricky61204
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+ <https://civitai.com/user/ricky61204>
911
+ 7 months ago
912
+
913
+ ...Never working, not sure what happened
914
+
915
+ πŸ‘
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+ 2
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+
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+ 5
919
+
920
+ KSDLT's Avatar
921
+ <https://civitai.com/user/KSDLT>
922
+ KSDLT
923
+ <https://civitai.com/user/KSDLT>
924
+ a month ago
925
+
926
+ My guess is that this doesn't work and is just an optical illusion
927
+ caused by the 'perfect hands' and some negative prompts. I don't see a
928
+ difference when I remove Lora (the lycoris), so we need more clear
929
+ evidence that it works.
930
+
931
+ Show More
932
+
933
+ πŸ‘
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+ 3
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+ 0
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+ poaminne's Avatar
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+ <https://civitai.com/user/poaminne>
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+ poaminne
941
+ <https://civitai.com/user/poaminne>
942
+ 5 months ago
943
+
944
+ Idk why, but it changes style to incredibly cartoony for me, for some
945
+ reason. It's almost ms paint quality, lol. Yes, it fixes hands, but in
946
+ this state, it's unusable for me.
947
+
948
+ 1
949
+
950
+ ApexThunder's Avatar
951
+ <https://civitai.com/user/ApexThunder>
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+ ApexThunder
953
+ <https://civitai.com/user/ApexThunder>
954
+ 3 months ago
955
+
956
+ Hi, I would like to know how to install this LYCORIS?
957
+
958
+ 4
959
+
960
+ KinKeira's Avatar
961
+ <https://civitai.com/user/KinKeira>
962
+ KinKeira
963
+ <https://civitai.com/user/KinKeira>
964
+ 4 months ago
965
+
966
+ is this a positive or negative prompt locon
967
+
968
+ 1
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+
970
+ Viviana_Droste's Avatar
971
+ <https://civitai.com/user/Viviana_Droste>
972
+ Viviana_Droste
973
+ <https://civitai.com/user/Viviana_Droste>
974
+ 6 months ago
975
+
976
+ the change is a little bit subtle. I'll have to play with it a bit more
977
+ to be sure. still, i'm hoping for some positive changes.
978
+
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+ thank you a lot. i am very glad to hear the information.
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+
GoodHands-beta2.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ba43b0efee61ace63eaa443aedc11432423a8398a9eec11e5ca33b9cec9a21d8
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+ size 540580656