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@ -4,45 +4,228 @@ title: Changelog
# :octicons-log-16: **Changelog** # :octicons-log-16: **Changelog**
## v2.0.1 (13 October 2022) ## v2.1.0 <small>(2 November 2022)</small>
- fix noisy images at high step count when using k* samplers - update mac instructions to use invokeai for env name by @willwillems in
- dream.py script now calls invoke.py module directly rather than https://github.com/invoke-ai/InvokeAI/pull/1030
via a new python process (which could break the environment) - Update .gitignore by @blessedcoolant in
https://github.com/invoke-ai/InvokeAI/pull/1040
- reintroduce fix for m1 from https://github.com/invoke-ai/InvokeAI/pull/579
missing after merge by @skurovec in
https://github.com/invoke-ai/InvokeAI/pull/1056
- Update Stable_Diffusion_AI_Notebook.ipynb (Take 2) by @ChloeL19 in
https://github.com/invoke-ai/InvokeAI/pull/1060
- Print out the device type which is used by @manzke in
https://github.com/invoke-ai/InvokeAI/pull/1073
- Hires Addition by @hipsterusername in
https://github.com/invoke-ai/InvokeAI/pull/1063
- fix for "1 leaked semaphore objects to clean up at shutdown" on M1 by
@skurovec in https://github.com/invoke-ai/InvokeAI/pull/1081
- Forward dream.py to invoke.py using the same interpreter, add deprecation
warning by @db3000 in https://github.com/invoke-ai/InvokeAI/pull/1077
- fix noisy images at high step counts by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1086
- Generalize facetool strength argument by @db3000 in
https://github.com/invoke-ai/InvokeAI/pull/1078
- Enable fast switching among models at the invoke> command line by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1066
- Fix Typo, committed changing ldm environment to invokeai by @jdries3 in
https://github.com/invoke-ai/InvokeAI/pull/1095
- Update generate.py by @unreleased in
https://github.com/invoke-ai/InvokeAI/pull/1109
- Update 'ldm' env to 'invokeai' in troubleshooting steps by @19wolf in
https://github.com/invoke-ai/InvokeAI/pull/1125
- Fixed documentation typos and resolved merge conflicts by @rupeshs in
https://github.com/invoke-ai/InvokeAI/pull/1123
- Fix broken doc links, fix malaprop in the project subtitle by @majick in
https://github.com/invoke-ai/InvokeAI/pull/1131
- Only output facetool parameters if enhancing faces by @db3000 in
https://github.com/invoke-ai/InvokeAI/pull/1119
- Update gitignore to ignore codeformer weights at new location by
@spezialspezial in https://github.com/invoke-ai/InvokeAI/pull/1136
- fix links to point to invoke-ai.github.io #1117 by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1143
- Rework-mkdocs by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1144
- add option to CLI and pngwriter that allows user to set PNG compression level
by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1127
- Fix img2img DDIM index out of bound by @wfng92 in
https://github.com/invoke-ai/InvokeAI/pull/1137
- Fix gh actions by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1128
- update mac instructions to use invokeai for env name by @willwillems in
https://github.com/invoke-ai/InvokeAI/pull/1030
- Update .gitignore by @blessedcoolant in
https://github.com/invoke-ai/InvokeAI/pull/1040
- reintroduce fix for m1 from https://github.com/invoke-ai/InvokeAI/pull/579
missing after merge by @skurovec in
https://github.com/invoke-ai/InvokeAI/pull/1056
- Update Stable_Diffusion_AI_Notebook.ipynb (Take 2) by @ChloeL19 in
https://github.com/invoke-ai/InvokeAI/pull/1060
- Print out the device type which is used by @manzke in
https://github.com/invoke-ai/InvokeAI/pull/1073
- Hires Addition by @hipsterusername in
https://github.com/invoke-ai/InvokeAI/pull/1063
- fix for "1 leaked semaphore objects to clean up at shutdown" on M1 by
@skurovec in https://github.com/invoke-ai/InvokeAI/pull/1081
- Forward dream.py to invoke.py using the same interpreter, add deprecation
warning by @db3000 in https://github.com/invoke-ai/InvokeAI/pull/1077
- fix noisy images at high step counts by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1086
- Generalize facetool strength argument by @db3000 in
https://github.com/invoke-ai/InvokeAI/pull/1078
- Enable fast switching among models at the invoke> command line by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1066
- Fix Typo, committed changing ldm environment to invokeai by @jdries3 in
https://github.com/invoke-ai/InvokeAI/pull/1095
- Fixed documentation typos and resolved merge conflicts by @rupeshs in
https://github.com/invoke-ai/InvokeAI/pull/1123
- Only output facetool parameters if enhancing faces by @db3000 in
https://github.com/invoke-ai/InvokeAI/pull/1119
- add option to CLI and pngwriter that allows user to set PNG compression level
by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1127
- Fix img2img DDIM index out of bound by @wfng92 in
https://github.com/invoke-ai/InvokeAI/pull/1137
- Add text prompt to inpaint mask support by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1133
- Respect http[s] protocol when making socket.io middleware by @damian0815 in
https://github.com/invoke-ai/InvokeAI/pull/976
- WebUI: Adds Codeformer support by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1151
- Skips normalizing prompts for web UI metadata by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1165
- Add Asymmetric Tiling by @carson-katri in
https://github.com/invoke-ai/InvokeAI/pull/1132
- Web UI: Increases max CFG Scale to 200 by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1172
- Corrects color channels in face restoration; Fixes #1167 by @psychedelicious
in https://github.com/invoke-ai/InvokeAI/pull/1175
- Flips channels using array slicing instead of using OpenCV by @psychedelicious
in https://github.com/invoke-ai/InvokeAI/pull/1178
- Fix typo in docs: s/Formally/Formerly by @noodlebox in
https://github.com/invoke-ai/InvokeAI/pull/1176
- fix clipseg loading problems by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1177
- Correct color channels in upscale using array slicing by @wfng92 in
https://github.com/invoke-ai/InvokeAI/pull/1181
- Web UI: Filters existing images when adding new images; Fixes #1085 by
@psychedelicious in https://github.com/invoke-ai/InvokeAI/pull/1171
- fix a number of bugs in textual inversion by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1190
- Improve !fetch, add !replay command by @ArDiouscuros in
https://github.com/invoke-ai/InvokeAI/pull/882
- Fix generation of image with s>1000 by @holstvoogd in
https://github.com/invoke-ai/InvokeAI/pull/951
- Web UI: Gallery improvements by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1198
- Update CLI.md by @krummrey in https://github.com/invoke-ai/InvokeAI/pull/1211
- outcropping improvements by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1207
- add support for loading VAE autoencoders by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1216
- remove duplicate fix_func for MPS by @wfng92 in
https://github.com/invoke-ai/InvokeAI/pull/1210
- Metadata storage and retrieval fixes by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1204
- nix: add shell.nix file by @Cloudef in
https://github.com/invoke-ai/InvokeAI/pull/1170
- Web UI: Changes vite dist asset paths to relative by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1185
- Web UI: Removes isDisabled from PromptInput by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1187
- Allow user to generate images with initial noise as on M1 / mps system by
@ArDiouscuros in https://github.com/invoke-ai/InvokeAI/pull/981
- feat: adding filename format template by @plucked in
https://github.com/invoke-ai/InvokeAI/pull/968
- Web UI: Fixes broken bundle by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1242
- Support runwayML custom inpainting model by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1243
- Update IMG2IMG.md by @talitore in
https://github.com/invoke-ai/InvokeAI/pull/1262
- New dockerfile - including a build- and a run- script as well as a GH-Action
by @mauwii in https://github.com/invoke-ai/InvokeAI/pull/1233
- cut over from karras to model noise schedule for higher steps by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1222
- Prompt tweaks by @lstein in https://github.com/invoke-ai/InvokeAI/pull/1268
- Outpainting implementation by @Kyle0654 in
https://github.com/invoke-ai/InvokeAI/pull/1251
- fixing aspect ratio on hires by @tjennings in
https://github.com/invoke-ai/InvokeAI/pull/1249
- Fix-build-container-action by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1274
- handle all unicode characters by @damian0815 in
https://github.com/invoke-ai/InvokeAI/pull/1276
- adds models.user.yml to .gitignore by @JakeHL in
https://github.com/invoke-ai/InvokeAI/pull/1281
- remove debug branch, set fail-fast to false by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1284
- Protect-secrets-on-pr by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1285
- Web UI: Adds initial inpainting implementation by @psychedelicious in
https://github.com/invoke-ai/InvokeAI/pull/1225
- fix environment-mac.yml - tested on x64 and arm64 by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1289
- Use proper authentication to download model by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1287
- Prevent indexing error for mode RGB by @spezialspezial in
https://github.com/invoke-ai/InvokeAI/pull/1294
- Integrate sd-v1-5 model into test matrix (easily expandable), remove
unecesarry caches by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1293
- add --no-interactive to preload_models step by @mauwii in
https://github.com/invoke-ai/InvokeAI/pull/1302
- 1-click installer and updater. Uses micromamba to install git and conda into a
contained environment (if necessary) before running the normal installation
script by @cmdr2 in https://github.com/invoke-ai/InvokeAI/pull/1253
- preload_models.py script downloads the weight files by @lstein in
https://github.com/invoke-ai/InvokeAI/pull/1290
## v2.0.1 <small>(13 October 2022)</small>
- fix noisy images at high step count when using k\* samplers
- dream.py script now calls invoke.py module directly rather than via a new
python process (which could break the environment)
## v2.0.0 <small>(9 October 2022)</small> ## v2.0.0 <small>(9 October 2022)</small>
- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains - `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains for
for backward compatibility. backward compatibility.
- Completely new WebGUI - launch with `python3 scripts/invoke.py --web` - Completely new WebGUI - launch with `python3 scripts/invoke.py --web`
- Support for [inpainting](features/INPAINTING.md) and [outpainting](features/OUTPAINTING.md) - Support for [inpainting](features/INPAINTING.md) and
- img2img runs on all k* samplers [outpainting](features/OUTPAINTING.md)
- Support for [negative prompts](features/PROMPTS.md#negative-and-unconditioned-prompts) - img2img runs on all k\* samplers
- Support for
[negative prompts](features/PROMPTS.md#negative-and-unconditioned-prompts)
- Support for CodeFormer face reconstruction - Support for CodeFormer face reconstruction
- Support for Textual Inversion on Macintoshes - Support for Textual Inversion on Macintoshes
- Support in both WebGUI and CLI for [post-processing of previously-generated images](features/POSTPROCESS.md) - Support in both WebGUI and CLI for
using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E infinite canvas), [post-processing of previously-generated images](features/POSTPROCESS.md)
and "embiggen" upscaling. See the `!fix` command. using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E
- New `--hires` option on `invoke>` line allows [larger images to be created without duplicating elements](features/CLI.md#this-is-an-example-of-txt2img), at the cost of some performance. infinite canvas), and "embiggen" upscaling. See the `!fix` command.
- New `--perlin` and `--threshold` options allow you to add and control variation - New `--hires` option on `invoke>` line allows
during image generation (see [Thresholding and Perlin Noise Initialization](features/OTHER.md#thresholding-and-perlin-noise-initialization-options)) [larger images to be created without duplicating elements](features/CLI.md#this-is-an-example-of-txt2img),
- Extensive metadata now written into PNG files, allowing reliable regeneration of images at the cost of some performance.
and tweaking of previous settings. - New `--perlin` and `--threshold` options allow you to add and control
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac platforms. variation during image generation (see
- Improved [command-line completion behavior](features/CLI.md) [Thresholding and Perlin Noise Initialization](features/OTHER.md#thresholding-and-perlin-noise-initialization-options))
New commands added: - Extensive metadata now written into PNG files, allowing reliable regeneration
of images and tweaking of previous settings.
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac
platforms.
- Improved [command-line completion behavior](features/CLI.md) New commands
added:
- List command-line history with `!history` - List command-line history with `!history`
- Search command-line history with `!search` - Search command-line history with `!search`
- Clear history with `!clear` - Clear history with `!clear`
- Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto - Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto
configure. To switch away from auto use the new flag like `--precision=float32`. configure. To switch away from auto use the new flag like
`--precision=float32`.
## v1.14 <small>(11 September 2022)</small> ## v1.14 <small>(11 September 2022)</small>
- Memory optimizations for small-RAM cards. 512x512 now possible on 4 GB GPUs. - Memory optimizations for small-RAM cards. 512x512 now possible on 4 GB GPUs.
- Full support for Apple hardware with M1 or M2 chips. - Full support for Apple hardware with M1 or M2 chips.
- Add "seamless mode" for circular tiling of image. Generates beautiful effects. - Add "seamless mode" for circular tiling of image. Generates beautiful effects.
([prixt](https://github.com/prixt)). ([prixt](https://github.com/prixt)).
- Inpainting support. - Inpainting support.
- Improved web server GUI. - Improved web server GUI.
- Lots of code and documentation cleanups. - Lots of code and documentation cleanups.
@ -50,16 +233,17 @@ title: Changelog
## v1.13 <small>(3 September 2022)</small> ## v1.13 <small>(3 September 2022)</small>
- Support image variations (see [VARIATIONS](features/VARIATIONS.md) - Support image variations (see [VARIATIONS](features/VARIATIONS.md)
([Kevin Gibbons](https://github.com/bakkot) and many contributors and reviewers) ([Kevin Gibbons](https://github.com/bakkot) and many contributors and
- Supports a Google Colab notebook for a standalone server running on Google hardware reviewers)
[Arturo Mendivil](https://github.com/artmen1516) - Supports a Google Colab notebook for a standalone server running on Google
hardware [Arturo Mendivil](https://github.com/artmen1516)
- WebUI supports GFPGAN/ESRGAN facial reconstruction and upscaling - WebUI supports GFPGAN/ESRGAN facial reconstruction and upscaling
[Kevin Gibbons](https://github.com/bakkot) [Kevin Gibbons](https://github.com/bakkot)
- WebUI supports incremental display of in-progress images during generation - WebUI supports incremental display of in-progress images during generation
[Kevin Gibbons](https://github.com/bakkot) [Kevin Gibbons](https://github.com/bakkot)
- A new configuration file scheme that allows new models (including upcoming - A new configuration file scheme that allows new models (including upcoming
stable-diffusion-v1.5) to be added without altering the code. stable-diffusion-v1.5) to be added without altering the code.
([David Wager](https://github.com/maddavid12)) ([David Wager](https://github.com/maddavid12))
- Can specify --grid on invoke.py command line as the default. - Can specify --grid on invoke.py command line as the default.
- Miscellaneous internal bug and stability fixes. - Miscellaneous internal bug and stability fixes.
- Works on M1 Apple hardware. - Works on M1 Apple hardware.
@ -71,49 +255,59 @@ title: Changelog
- Improved file handling, including ability to read prompts from standard input. - Improved file handling, including ability to read prompts from standard input.
(kudos to [Yunsaki](https://github.com/yunsaki) (kudos to [Yunsaki](https://github.com/yunsaki)
- The web server is now integrated with the invoke.py script. Invoke by adding --web to - The web server is now integrated with the invoke.py script. Invoke by adding
the invoke.py command arguments. --web to the invoke.py command arguments.
- Face restoration and upscaling via GFPGAN and Real-ESGAN are now automatically - Face restoration and upscaling via GFPGAN and Real-ESGAN are now automatically
enabled if the GFPGAN directory is located as a sibling to Stable Diffusion. enabled if the GFPGAN directory is located as a sibling to Stable Diffusion.
VRAM requirements are modestly reduced. Thanks to both [Blessedcoolant](https://github.com/blessedcoolant) and VRAM requirements are modestly reduced. Thanks to both
[Blessedcoolant](https://github.com/blessedcoolant) and
[Oceanswave](https://github.com/oceanswave) for their work on this. [Oceanswave](https://github.com/oceanswave) for their work on this.
- You can now swap samplers on the invoke> command line. [Blessedcoolant](https://github.com/blessedcoolant) - You can now swap samplers on the invoke> command line.
[Blessedcoolant](https://github.com/blessedcoolant)
--- ---
## v1.11 <small>(26 August 2022)</small> ## v1.11 <small>(26 August 2022)</small>
- NEW FEATURE: Support upscaling and face enhancement using the GFPGAN module. (kudos to [Oceanswave](https://github.com/Oceanswave) - NEW FEATURE: Support upscaling and face enhancement using the GFPGAN module.
- You now can specify a seed of -1 to use the previous image's seed, -2 to use the seed for the image generated before that, etc. (kudos to [Oceanswave](https://github.com/Oceanswave)
Seed memory only extends back to the previous command, but will work on all images generated with the -n# switch. - You now can specify a seed of -1 to use the previous image's seed, -2 to use
the seed for the image generated before that, etc. Seed memory only extends
back to the previous command, but will work on all images generated with the
-n# switch.
- Variant generation support temporarily disabled pending more general solution. - Variant generation support temporarily disabled pending more general solution.
- Created a feature branch named **yunsaki-morphing-invoke** which adds experimental support for - Created a feature branch named **yunsaki-morphing-invoke** which adds
iteratively modifying the prompt and its parameters. Please see[Pull Request #86](https://github.com/lstein/stable-diffusion/pull/86) experimental support for iteratively modifying the prompt and its parameters.
for a synopsis of how this works. Note that when this feature is eventually added to the main branch, it will may be modified Please
significantly. see[Pull Request #86](https://github.com/lstein/stable-diffusion/pull/86) for
a synopsis of how this works. Note that when this feature is eventually added
to the main branch, it will may be modified significantly.
--- ---
## v1.10 <small>(25 August 2022)</small> ## v1.10 <small>(25 August 2022)</small>
- A barebones but fully functional interactive web server for online generation of txt2img and img2img. - A barebones but fully functional interactive web server for online generation
of txt2img and img2img.
--- ---
## v1.09 <small>(24 August 2022)</small> ## v1.09 <small>(24 August 2022)</small>
- A new -v option allows you to generate multiple variants of an initial image - A new -v option allows you to generate multiple variants of an initial image
in img2img mode. (kudos to [Oceanswave](https://github.com/Oceanswave). [ in img2img mode. (kudos to [Oceanswave](https://github.com/Oceanswave).
See this discussion in the PR for examples and details on use](https://github.com/lstein/stable-diffusion/pull/71#issuecomment-1226700810)) [ See this discussion in the PR for examples and details on use](https://github.com/lstein/stable-diffusion/pull/71#issuecomment-1226700810))
- Added ability to personalize text to image generation (kudos to [Oceanswave](https://github.com/Oceanswave) and [nicolai256](https://github.com/nicolai256)) - Added ability to personalize text to image generation (kudos to
[Oceanswave](https://github.com/Oceanswave) and
[nicolai256](https://github.com/nicolai256))
- Enabled all of the samplers from k_diffusion - Enabled all of the samplers from k_diffusion
--- ---
## v1.08 <small>(24 August 2022)</small> ## v1.08 <small>(24 August 2022)</small>
- Escape single quotes on the invoke> command before trying to parse. This avoids - Escape single quotes on the invoke> command before trying to parse. This
parse errors. avoids parse errors.
- Removed instruction to get Python3.8 as first step in Windows install. - Removed instruction to get Python3.8 as first step in Windows install.
Anaconda3 does it for you. Anaconda3 does it for you.
- Added bounds checks for numeric arguments that could cause crashes. - Added bounds checks for numeric arguments that could cause crashes.
@ -123,34 +317,36 @@ title: Changelog
## v1.07 <small>(23 August 2022)</small> ## v1.07 <small>(23 August 2022)</small>
- Image filenames will now never fill gaps in the sequence, but will be assigned the - Image filenames will now never fill gaps in the sequence, but will be assigned
next higher name in the chosen directory. This ensures that the alphabetic and chronological the next higher name in the chosen directory. This ensures that the alphabetic
sort orders are the same. and chronological sort orders are the same.
--- ---
## v1.06 <small>(23 August 2022)</small> ## v1.06 <small>(23 August 2022)</small>
- Added weighted prompt support contributed by [xraxra](https://github.com/xraxra) - Added weighted prompt support contributed by
- Example of using weighted prompts to tweak a demonic figure contributed by [bmaltais](https://github.com/bmaltais) [xraxra](https://github.com/xraxra)
- Example of using weighted prompts to tweak a demonic figure contributed by
[bmaltais](https://github.com/bmaltais)
--- ---
## v1.05 <small>(22 August 2022 - after the drop)</small> ## v1.05 <small>(22 August 2022 - after the drop)</small>
- Filenames now use the following formats: - Filenames now use the following formats: 000010.95183149.png -- Two files
000010.95183149.png -- Two files produced by the same command (e.g. -n2), produced by the same command (e.g. -n2), 000010.26742632.png -- distinguished
000010.26742632.png -- distinguished by a different seed. by a different seed.
000011.455191342.01.png -- Two files produced by the same command using 000011.455191342.01.png -- Two files produced by the same command using
000011.455191342.02.png -- a batch size>1 (e.g. -b2). They have the same seed. 000011.455191342.02.png -- a batch size>1 (e.g. -b2). They have the same seed.
000011.4160627868.grid#1-4.png -- a grid of four images (-g); the whole grid can 000011.4160627868.grid#1-4.png -- a grid of four images (-g); the whole grid
be regenerated with the indicated key can be regenerated with the indicated key
- It should no longer be possible for one image to overwrite another - It should no longer be possible for one image to overwrite another
- You can use the "cd" and "pwd" commands at the invoke> prompt to set and retrieve - You can use the "cd" and "pwd" commands at the invoke> prompt to set and
the path of the output directory. retrieve the path of the output directory.
--- ---
@ -164,26 +360,28 @@ title: Changelog
## v1.03 <small>(22 August 2022)</small> ## v1.03 <small>(22 August 2022)</small>
- The original txt2img and img2img scripts from the CompViz repository have been moved into - The original txt2img and img2img scripts from the CompViz repository have been
a subfolder named "orig_scripts", to reduce confusion. moved into a subfolder named "orig_scripts", to reduce confusion.
--- ---
## v1.02 <small>(21 August 2022)</small> ## v1.02 <small>(21 August 2022)</small>
- A copy of the prompt and all of its switches and options is now stored in the corresponding - A copy of the prompt and all of its switches and options is now stored in the
image in a tEXt metadata field named "Dream". You can read the prompt using scripts/images2prompt.py, corresponding image in a tEXt metadata field named "Dream". You can read the
or an image editor that allows you to explore the full metadata. prompt using scripts/images2prompt.py, or an image editor that allows you to
**Please run "conda env update" to load the k_lms dependencies!!** explore the full metadata. **Please run "conda env update" to load the k_lms
dependencies!!**
--- ---
## v1.01 <small>(21 August 2022)</small> ## v1.01 <small>(21 August 2022)</small>
- added k_lms sampling. - added k_lms sampling. **Please run "conda env update" to load the k_lms
**Please run "conda env update" to load the k_lms dependencies!!** dependencies!!**
- use half precision arithmetic by default, resulting in faster execution and lower memory requirements - use half precision arithmetic by default, resulting in faster execution and
Pass argument --full_precision to invoke.py to get slower but more accurate image generation lower memory requirements Pass argument --full_precision to invoke.py to get
slower but more accurate image generation
--- ---

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docs/index.md
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@ -14,45 +14,67 @@ title: Home
# ^^**InvokeAI: A Stable Diffusion Toolkit**^^ :tools: <br> <small>Formerly known as lstein/stable-diffusion</small> # ^^**InvokeAI: A Stable Diffusion Toolkit**^^ :tools: <br> <small>Formerly known as lstein/stable-diffusion</small>
![project logo](assets/logo.png) [![project logo](assets/logo.png)](https://github.com/invoke-ai/InvokeAI)
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</div> </div>
<a href="https://github.com/invoke-ai/InvokeAI">InvokeAI</a> is an <a href="https://github.com/invoke-ai/InvokeAI">InvokeAI</a> is an
implementation of Stable Diffusion, the open source text-to-image and implementation of Stable Diffusion, the open source text-to-image and
image-to-image generator. It provides a streamlined process with image-to-image generator. It provides a streamlined process with various new
various new features and options to aid the image generation features and options to aid the image generation process. It runs on Windows,
process. It runs on Windows, Mac and Linux machines, and runs on GPU Mac and Linux machines, and runs on GPU cards with as little as 4 GB or RAM.
cards with as little as 4 GB or RAM.
**Quick links**: [<a href="https://discord.gg/NwVCmKwY">Discord Server</a>] [<a href="https://github.com/invoke-ai/InvokeAI/">Code and Downloads</a>] [<a href="https://github.com/invoke-ai/InvokeAI/issues">Bug Reports</a>] [<a href="https://github.com/invoke-ai/InvokeAI/discussions">Discussion, Ideas & Q&A</a>] **Quick links**: [<a href="https://discord.gg/NwVCmKwY">Discord Server</a>] [<a
href="https://github.com/invoke-ai/InvokeAI/">Code and Downloads</a>] [<a
href="https://github.com/invoke-ai/InvokeAI/issues">Bug Reports</a>] [<a
href="https://github.com/invoke-ai/InvokeAI/discussions">Discussion, Ideas &
Q&A</a>]
<div align="center"><img src="assets/invoke-web-server-1.png" width=640></div> <div align="center"><img src="assets/invoke-web-server-1.png" width=640></div>
@ -62,8 +84,8 @@ cards with as little as 4 GB or RAM.
## :octicons-package-dependencies-24: Installation ## :octicons-package-dependencies-24: Installation
This fork is supported across multiple platforms. You can find individual installation instructions This fork is supported across multiple platforms. You can find individual
below. installation instructions below.
- :fontawesome-brands-linux: [Linux](installation/INSTALL_LINUX.md) - :fontawesome-brands-linux: [Linux](installation/INSTALL_LINUX.md)
- :fontawesome-brands-windows: [Windows](installation/INSTALL_WINDOWS.md) - :fontawesome-brands-windows: [Windows](installation/INSTALL_WINDOWS.md)
@ -84,7 +106,8 @@ You wil need one of the following:
### :fontawesome-regular-hard-drive: Disk ### :fontawesome-regular-hard-drive: Disk
- At least 12 GB of free disk space for the machine learning model, Python, and all its dependencies. - At least 12 GB of free disk space for the machine learning model, Python, and
all its dependencies.
!!! info !!! info
@ -103,73 +126,127 @@ You wil need one of the following:
## :octicons-log-16: Latest Changes ## :octicons-log-16: Latest Changes
### v2.1.0 <small>(2 November 2022)</small>
- [Inpainting](https://invoke-ai.github.io/InvokeAI/features/INPAINTING/)
support in the WebGUI
- Greatly improved navigation and user experience in the
[WebGUI](https://invoke-ai.github.io/InvokeAI/features/WEB/)
- The prompt syntax has been enhanced with
[prompt weighting, cross-attention and prompt merging](https://invoke-ai.github.io/InvokeAI/features/PROMPTS/).
- You can now load
[multiple models and switch among them quickly](https://docs.google.com/presentation/d/1WywGA1rny7bpFh7CLSdTr4nNpVKdlUeT0Bj0jCsILyU/edit?usp=sharing)
without leaving the CLI.
- The installation process (via `scripts/preload_models.py`) now lets you select
among several popular
[Stable Diffusion models](https://invoke-ai.github.io/InvokeAI/installation/INSTALLING_MODELS/)
and downloads and installs them on your behalf. Among other models, this
script will install the current Stable Diffusion 1.5 model as well as a
StabilityAI variable autoencoder (VAE) which improves face generation.
- Tired of struggling with photoeditors to get the masked region of for
inpainting just right? Let the AI make the mask for you using
[text masking](https://docs.google.com/presentation/d/1pWoY510hCVjz0M6X9CBbTznZgW2W5BYNKrmZm7B45q8/edit#slide=id.p).
This feature allows you to specify the part of the image to paint over using
just English-language phrases.
- Tired of seeing the head of your subjects cropped off? Uncrop them in the CLI
with the
[outcrop feature](https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/#outcrop).
- Tired of seeing your subject's bodies duplicated or mangled when generating
larger-dimension images? Check out the `--hires` option in the CLI, or select
the corresponding toggle in the WebGUI.
- We now support textual inversion and fine-tune .bin styles and subjects from
the Hugging Face archive of
[SD Concepts](https://huggingface.co/sd-concepts-library). Load the .bin file
using the `--embedding_path` option. (The next version will support merging
and loading of multiple simultaneous models).
- ...
### v2.0.1 <small>(13 October 2022)</small> ### v2.0.1 <small>(13 October 2022)</small>
- fix noisy images at high step count when using k* samplers - fix noisy images at high step count when using k\* samplers
- dream.py script now calls invoke.py module directly rather than - dream.py script now calls invoke.py module directly rather than via a new
via a new python process (which could break the environment) python process (which could break the environment)
### v2.0.0 <small>(9 October 2022)</small> ### v2.0.0 <small>(9 October 2022)</small>
- `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains - `dream.py` script renamed `invoke.py`. A `dream.py` script wrapper remains for
for backward compatibility. backward compatibility.
- Completely new WebGUI - launch with `python3 scripts/invoke.py --web` - Completely new WebGUI - launch with `python3 scripts/invoke.py --web`
- Support for <a href="https://invoke-ai.github.io/InvokeAI/features/INPAINTING/">inpainting</a> and <a href="https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/">outpainting</a> - Support for
- img2img runs on all k* samplers <a href="https://invoke-ai.github.io/InvokeAI/features/INPAINTING/">inpainting</a>
- Support for <a href="https://invoke-ai.github.io/InvokeAI/features/PROMPTS/#negative-and-unconditioned-prompts">negative prompts</a> and
<a href="https://invoke-ai.github.io/InvokeAI/features/OUTPAINTING/">outpainting</a>
- img2img runs on all k\* samplers
- Support for
<a href="https://invoke-ai.github.io/InvokeAI/features/PROMPTS/#negative-and-unconditioned-prompts">negative
prompts</a>
- Support for CodeFormer face reconstruction - Support for CodeFormer face reconstruction
- Support for Textual Inversion on Macintoshes - Support for Textual Inversion on Macintoshes
- Support in both WebGUI and CLI for <a href="https://invoke-ai.github.io/InvokeAI/features/POSTPROCESS/">post-processing of previously-generated images</a> - Support in both WebGUI and CLI for
using facial reconstruction, ESRGAN upscaling, outcropping (similar to DALL-E infinite canvas), <a href="https://invoke-ai.github.io/InvokeAI/features/POSTPROCESS/">post-processing
and "embiggen" upscaling. See the `!fix` command. of previously-generated images</a> using facial reconstruction, ESRGAN
- New `--hires` option on `invoke>` line allows <a href="https://invoke-ai.github.io/InvokeAI/features/CLI/#txt2img">larger images to be created without duplicating elements</a>, at the cost of some performance. upscaling, outcropping (similar to DALL-E infinite canvas), and "embiggen"
- New `--perlin` and `--threshold` options allow you to add and control variation upscaling. See the `!fix` command.
during image generation (see <a href="https://github.com/invoke-ai/InvokeAI/blob/main/docs/features/OTHER.md#thresholding-and-perlin-noise-initialization-options">Thresholding and Perlin Noise Initialization</a> - New `--hires` option on `invoke>` line allows
- Extensive metadata now written into PNG files, allowing reliable regeneration of images <a href="https://invoke-ai.github.io/InvokeAI/features/CLI/#txt2img">larger
and tweaking of previous settings. images to be created without duplicating elements</a>, at the cost of some
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac platforms. performance.
- Improved <a href="https://invoke-ai.github.io/InvokeAI/features/CLI/">command-line completion behavior</a>. - New `--perlin` and `--threshold` options allow you to add and control
New commands added: variation during image generation (see
<a href="https://github.com/invoke-ai/InvokeAI/blob/main/docs/features/OTHER.md#thresholding-and-perlin-noise-initialization-options">Thresholding
and Perlin Noise Initialization</a>
- Extensive metadata now written into PNG files, allowing reliable regeneration
of images and tweaking of previous settings.
- Command-line completion in `invoke.py` now works on Windows, Linux and Mac
platforms.
- Improved
<a href="https://invoke-ai.github.io/InvokeAI/features/CLI/">command-line
completion behavior</a>. New commands added:
- List command-line history with `!history` - List command-line history with `!history`
- Search command-line history with `!search` - Search command-line history with `!search`
- Clear history with `!clear` - Clear history with `!clear`
- Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto - Deprecated `--full_precision` / `-F`. Simply omit it and `invoke.py` will auto
configure. To switch away from auto use the new flag like `--precision=float32`. configure. To switch away from auto use the new flag like
`--precision=float32`.
For older changelogs, please visit the **[CHANGELOG](CHANGELOG.md#v114-11-september-2022)**. For older changelogs, please visit the
**[CHANGELOG](CHANGELOG/#v114-11-september-2022)**.
## :material-target: Troubleshooting ## :material-target: Troubleshooting
Please check out our **[:material-frequently-asked-questions: Q&A](help/TROUBLESHOOT.md)** to get solutions for common installation Please check out our
problems and other issues. **[:material-frequently-asked-questions: Q&A](help/TROUBLESHOOT.md)** to get
solutions for common installation problems and other issues.
## :octicons-repo-push-24: Contributing ## :octicons-repo-push-24: Contributing
Anyone who wishes to contribute to this project, whether documentation, features, bug fixes, code Anyone who wishes to contribute to this project, whether documentation,
cleanup, testing, or code reviews, is very much encouraged to do so. If you are unfamiliar with how features, bug fixes, code cleanup, testing, or code reviews, is very much
to contribute to GitHub projects, here is a encouraged to do so. If you are unfamiliar with how to contribute to GitHub
projects, here is a
[Getting Started Guide](https://opensource.com/article/19/7/create-pull-request-github). [Getting Started Guide](https://opensource.com/article/19/7/create-pull-request-github).
A full set of contribution guidelines, along with templates, are in progress, but for now the most A full set of contribution guidelines, along with templates, are in progress,
important thing is to **make your pull request against the "development" branch**, and not against but for now the most important thing is to **make your pull request against the
"main". This will help keep public breakage to a minimum and will allow you to propose more radical "development" branch**, and not against "main". This will help keep public
changes. breakage to a minimum and will allow you to propose more radical changes.
## :octicons-person-24: Contributors ## :octicons-person-24: Contributors
This fork is a combined effort of various people from across the world. This fork is a combined effort of various people from across the world.
[Check out the list of all these amazing people](other/CONTRIBUTORS.md). We thank them for their [Check out the list of all these amazing people](other/CONTRIBUTORS.md). We
time, hard work and effort. thank them for their time, hard work and effort.
## :octicons-question-24: Support ## :octicons-question-24: Support
For support, please use this repository's GitHub Issues tracking service. Feel free to send me an For support, please use this repository's GitHub Issues tracking service. Feel
email if you use and like the script. free to send me an email if you use and like the script.
Original portions of the software are Copyright (c) 2020 Original portions of the software are Copyright (c) 2020
[Lincoln D. Stein](https://github.com/lstein) [Lincoln D. Stein](https://github.com/lstein)
## :octicons-book-24: Further Reading ## :octicons-book-24: Further Reading
Please see the original README for more information on this software and underlying algorithm, Please see the original README for more information on this software and
located in the file [README-CompViz.md](other/README-CompViz.md). underlying algorithm, located in the file
[README-CompViz.md](other/README-CompViz.md).