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---
title: Others
---
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# :fontawesome-regular-share-from-square: Others
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## **Google Colab**
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[![Open In Colab ](https://colab.research.google.com/assets/colab-badge.svg ){ align="right" }](https://colab.research.google.com/github/lstein/stable-diffusion/blob/main/notebooks/Stable_Diffusion_AI_Notebook.ipynb)
mkdocs fixes, PR #1032
Squashed commit of the following:
commit 2c1e0168bb03a2cd625f2d4aca40eee0fdf7e4af
Merge: 2325c6c 31f2733
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date: Tue Oct 11 08:33:18 2022 -0400
Merge branch 'mkdocs-fixes' of https://github.com/mauwii/stable-diffusion into mauwii-mkdocs-fixes
commit 31f2733e898a9885afbb9c1e2b023cd08193767a
Merge: d9d6d3a a61a690
Author: Lincoln Stein <lincoln.stein@gmail.com>
Date: Tue Oct 11 08:05:52 2022 -0400
Merge branch 'main' into mkdocs-fixes
commit d9d6d3af3f0423e196ff7245a7c7d408bdab0fdd
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 08:13:04 2022 +0200
some more minor, overseen fixes to IMG2IMG
commit 4ab5a2aebac65f9f59f35f0ae10ece1741bb70d8
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 07:49:11 2022 +0200
add 4gotten alt-text to images
commit f778bd9c0f751699c215f2035c189b95647ddc83
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 07:18:11 2022 +0200
update OTHER.md
- fix codeblocks, add admonitions, embed graphic
commit a19f148a8eff910ff1c565bd24863a53dcad68e2
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 06:51:29 2022 +0200
update IMG2IMG.md
commit c1f1dfa714c9f93a1ff34f9773e438db5f88c83c
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 06:10:25 2022 +0200
update EMBIGGEN.md
- fix codeblocks
- fix toc
- use admonitions
commit 791e6c63ef29934c5b2692794a3825ef129fad0c
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 05:58:53 2022 +0200
better admonitions for CLI.md
commit e078025f002dc50d4942524e18e6cf44989c2bab
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 05:50:32 2022 +0200
huge update to CLI.md
way too many updates to list them all, including:
- render keys for keyboard-shortcuts
- quote commands and "unhide" parameter-values (like `<int>`, `<string>`
- fix codeblocks
- quote commands
- quote filenames
- use admonitions
- ....
commit bd98dd2307a461c15291e44f3bfb224a1aeb5819
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 04:49:57 2022 +0200
fix INPAINTING.md
- fix numbered List
- replace text key combos with actual rendered keyboard keys
commit 53920003352b6eaa867b2234594dfa504426323b
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 04:30:11 2022 +0200
fix nubered list and codeblocks in INSTALL_WINDOWS
commit ffe9276f1e59b97fa786e92d457a2f37126bb4ef
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 04:12:56 2022 +0200
fix numbered list in INSTALL_LINUX.md
also fix blank lines, codeblocks and admonition
commit 2c6a6a567f219248c60106de641764a855b54c84
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 03:51:03 2022 +0200
upgrade INSTALL_MAC.md:
- use annotations and content-tabs
yes, this looks ugly in repo afterwards, but plz also look at mkdocs:
https://mauwii.github.io/stable-diffusion/installation/INSTALL_MAC/
commit 8f6c54448044f7156612f5949177607aca253441
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 01:43:11 2022 +0200
comment out PR part in mkdocs-flow.yml
commit b52c14a67ffadd972f0da04fe3b66fa2300449e5
Merge: 97ebe58 a1b0b91
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 01:17:28 2022 +0200
Merge branch 'mkdocs-fixes' of github.com:mauwii/stable-diffusion into mkdocs-fixes
commit a1b0b91bb3d24cfc68304b717c3c6b2344d4ee4e
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:59:44 2022 +0200
fix conda env in codeblock
commit 5f9f9a266e070a84787667cd3fb18a87ad976c32
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:43:46 2022 +0200
fix 4gotten title in TEXTUAL_INVERSION
commit 8f025b034ec0b8c637d1b57a07b8e187b01b158e
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:41:52 2022 +0200
quote repo_url and repo_name
otherwise the version/stars/forks did not appear
commit 3a52b7deb340ba7d92601f8369f2a35d486cab88
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:39:54 2022 +0200
fix TEXTUAL_INVERSION headline to fit the others
commit 389b21f966cba769de548e30983cd55860e54bc4
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:35:48 2022 +0200
fix SAMPLER_CONVERGENCE and add emoji
commit f26fc79a18ef17a03569dfe5ccb5987d7f346764
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:32:04 2022 +0200
fix INSTALL_DOCKER.md:
- fix title (Docker instead of "Before you begin")
- add headline with Emoji
- fix headlines to render toc correct
commit cbc352048901447e3be4ac6a9dc8c78cbf74cb38
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:24:58 2022 +0200
add headline with emoji to INSTALL_MAC.md
commit 25f0614d66c7dcdb60aa1c6fccc32c831d348d69
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:21:01 2022 +0200
add log emoji to docs/CHANGELOG.md
commit 42005688fa3ad59af04c2a4ed198a943fa53f6b5
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:20:47 2022 +0200
use better fitting Icon for new Name
commit 0c65bad7f52152a5e264bf2b8509925350350e92
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:09:07 2022 +0200
add Headline with Emoji to WEB and POSTPROCESS
commit 1c1cf2692ea8ec4fbbc9a3c910ef8e285d149201
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:56:16 2022 +0200
update index.md:
- remove unused template reference
- make headline rendered bold and underlined, add (kind of) subtitle
- update discord badge and link
- update Quick links to look like in GH-Readme
- also remove self reference to docs
- add screenshot as in GH-Readme
- add note pointing to issues tab
- update path in command line to reflect new Repo Name
commit 0e29b0737edd1ef3d22dc808297174100c6de3c2
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:23:10 2022 +0200
chng site_name to `Stable Diffusion Toolkit Docs`
commit ad8a60d9927be9b4f1e056116cb9f38c30b840d6
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:00:02 2022 +0200
fix repo_url in mkdocs.yml
commit 234569d6b6cfd2d9775a2d5d8f8b951f3d8f5ff4
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:54:39 2022 +0200
fix link to upscaling in WEB.md and TOC
- TOC fixed by adding `#` to every headline after `## Parting remarks`
- add missing blank lines
commit 97c84ad82433b4b07b4c1908656763be8eb28b5b
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:25:32 2022 +0200
fix broken links in docs/CHANGELOG.md
commit bce62b3a32a839fa07b41b11cadd04dff2d9f7dd
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:15:37 2022 +0200
add title to CHANGELOG.md to render TOC wo. `**`
alternatively remove `**` around headline
commit 97ebe58b5bcfe4706386d79f26953b665c5c3251
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:59:44 2022 +0200
fix conda env in codeblock
commit 87ac217e43bf2a0293c1aa8b1894281d1b298084
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:43:46 2022 +0200
fix 4gotten title in TEXTUAL_INVERSION
commit 91439e8a52a918d9590830592f4f114bb44b47f0
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:41:52 2022 +0200
quote repo_url and repo_name
otherwise the version/stars/forks did not appear
commit 8a632a9e8fad884b99f54df8e0dc983552ce48eb
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:39:54 2022 +0200
fix TEXTUAL_INVERSION headline to fit the others
commit 7c8ffe2febd84faba1f7be0456d39ad9569239dc
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:35:48 2022 +0200
fix SAMPLER_CONVERGENCE and add emoji
commit e2e86d2d11b641c7f0dd713e2074083df2b902bc
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:32:04 2022 +0200
fix INSTALL_DOCKER.md:
- fix title (Docker instead of "Before you begin")
- add headline with Emoji
- fix headlines to render toc correct
commit 8b54c083fec0b05c965db40f9f2634662b26acd3
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:24:58 2022 +0200
add headline with emoji to INSTALL_MAC.md
commit 8d8a03243470281c3098cd77a8183ec62506d820
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:21:01 2022 +0200
add log emoji to docs/CHANGELOG.md
commit 76519f6fa475c9507e2deb037c7c27f08d96c14f
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:20:47 2022 +0200
use better fitting Icon for new Name
commit aff0725533324db359ad801bbc74d2478caae853
Author: mauwii <Mauwii@outlook.de>
Date: Tue Oct 11 00:09:07 2022 +0200
add Headline with Emoji to WEB and POSTPROCESS
commit 0f7898cbdd13cd48ee88eae6349adbc0bde344ce
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:56:16 2022 +0200
update index.md:
- remove unused template reference
- make headline rendered bold and underlined, add (kind of) subtitle
- update discord badge and link
- update Quick links to look like in GH-Readme
- also remove self reference to docs
- add screenshot as in GH-Readme
- add note pointing to issues tab
- update path in command line to reflect new Repo Name
commit f4c04eadf83e29f28a9919b78cc3583465bd1939
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:23:10 2022 +0200
chng site_name to `Stable Diffusion Toolkit Docs`
commit 6e624827c02af2c5f3ac2c64e137355fd6dcab1e
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 23:00:02 2022 +0200
fix repo_url in mkdocs.yml
commit 158848dd7edcea2a41a90c457faf00f0247784d2
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:54:39 2022 +0200
fix link to upscaling in WEB.md and TOC
- TOC fixed by adding `#` to every headline after `## Parting remarks`
- add missing blank lines
commit 533736e135a62dabc2dc937f6b81c5929d245b12
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:29:46 2022 +0200
fix link to truncation_comparison.jpg in OTHER.md
commit dd335142df32410590e03917a6f0b4a6879bbbdb
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:25:32 2022 +0200
fix broken links in docs/CHANGELOG.md
commit 374dd54f30e946cf856d59ebe530d819dd34b822
Author: mauwii <Mauwii@outlook.de>
Date: Mon Oct 10 22:15:37 2022 +0200
add title to CHANGELOG.md to render TOC wo. `**`
alternatively remove `**` around headline
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Open and follow instructions to use an isolated environment running Dream.
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Output Example:
![Colab Notebook ](../assets/colab_notebook.png )
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---
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## **Invisible Watermark**
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In keeping with the principles for responsible AI generation, and to
help AI researchers avoid synthetic images contaminating their
training sets, InvokeAI adds an invisible watermark to each of the
final images it generates. The watermark consists of the text
"InvokeAI" and can be viewed using the
[invisible-watermarks ](https://github.com/ShieldMnt/invisible-watermark )
tool.
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Watermarking is controlled using the `invisible-watermark` setting in
`invokeai.yaml` . To turn it off, add the following line under the `Features`
category.
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```
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invisible_watermark: false
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```
## **Weighted Prompts**
You may weight different sections of the prompt to tell the sampler to attach different levels of
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priority to them, by adding `:<percent>` to the end of the section you wish to up- or downweight. For
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example consider this prompt:
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```bash
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(tabby cat):0.25 (white duck):0.75 hybrid
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```
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This will tell the sampler to invest 25% of its effort on the tabby cat aspect of the image and 75%
on the white duck aspect (surprisingly, this example actually works). The prompt weights can use any
combination of integers and floating point numbers, and they do not need to add up to 1.
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