From 0f7e329e76af4b57a2d3eba0de3eb784034ba2cb Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Tue, 18 Jul 2023 22:58:56 -0400 Subject: [PATCH 1/8] restore access token-saving code --- invokeai/backend/install/invokeai_configure.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/invokeai/backend/install/invokeai_configure.py b/invokeai/backend/install/invokeai_configure.py index 49c16bf801..38280a855b 100755 --- a/invokeai/backend/install/invokeai_configure.py +++ b/invokeai/backend/install/invokeai_configure.py @@ -560,7 +560,6 @@ def edit_opts(program_opts: Namespace, invokeai_opts: Namespace) -> argparse.Nam editApp.run() return editApp.new_opts() - def default_startup_options(init_file: Path) -> Namespace: opts = InvokeAIAppConfig.get_config() if not init_file.exists(): @@ -664,6 +663,9 @@ def write_opts(opts: Namespace, init_file: Path): with open(init_file,'w', encoding='utf-8') as file: file.write(new_config.to_yaml()) + if opts.hf_token: + HfLogin(opts.hf_token) + # ------------------------------------- def default_output_dir() -> Path: return config.root_path / "outputs" From f3ae9c513e77a00041999bc43cbdfda0c5fcc6a0 Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 01:42:52 -0400 Subject: [PATCH 2/8] updated web walkthrough --- docs/assets/control-panel-2.png | Bin 0 -> 425329 bytes docs/assets/invoke-control-panel-1.png | Bin 0 -> 38139 bytes docs/assets/invoke-web-server-2.png | Bin 103299 -> 22535 bytes docs/assets/invoke-web-server-5.png | Bin 29617 -> 16584 bytes docs/assets/invoke-web-server-6.png | Bin 151499 -> 77742 bytes docs/assets/invoke-web-server-7.png | Bin 652219 -> 746567 bytes docs/assets/lora-example-0.png | Bin 0 -> 542351 bytes docs/assets/lora-example-1.png | Bin 0 -> 24822 bytes docs/assets/lora-example-2.png | Bin 0 -> 8750 bytes docs/assets/lora-example-3.png | Bin 0 -> 418380 bytes docs/assets/send-to-icon.png | Bin 0 -> 41907 bytes docs/assets/upscaling.png | Bin 0 -> 652332 bytes docs/features/CONCEPTS.md | 36 +-- docs/features/WEB.md | 363 +++++++++++-------------- 14 files changed, 173 insertions(+), 226 deletions(-) create mode 100644 docs/assets/control-panel-2.png create mode 100644 docs/assets/invoke-control-panel-1.png create mode 100644 docs/assets/lora-example-0.png create mode 100644 docs/assets/lora-example-1.png create mode 100644 docs/assets/lora-example-2.png create mode 100644 docs/assets/lora-example-3.png create mode 100644 docs/assets/send-to-icon.png create mode 100644 docs/assets/upscaling.png diff --git a/docs/assets/control-panel-2.png b/docs/assets/control-panel-2.png new file mode 100644 index 0000000000000000000000000000000000000000..d7767d524a4f529667b62b28db16bdcc5bddf8fc GIT binary patch literal 425329 zcmeFYbx_>F^CrAF0Rk)#2o4KDf&^GJ5Oi@3?#^OC7gz`y+zCN~hT!h5!6hv2u0ex^ z;C3YWeXr`SuHN_Rt$P2ss@vMCot>GT?&;}IcRx?fhN&n?KgA-$0ssI{Wo00$000UH z0DxSEiTv1e;$%Pg_<;fwmsQ8a#9UZYUVZ#Z>LRJ_qUHc~ftxs604(ht>@3(|X3iEC 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- ![Invoke Web Server - Image to Image Tab](../assets/invoke-web-server-6.png){:width="640px"} -
+ ![Invoke Web Server - Image to Image Tab](../assets/invoke-web-server-6.png){ width="640px" } 2. Drag-and-drop the Lincoln-and-Parrot image into the Image panel, or click the blank area to get an upload dialog. The image will load into an area @@ -255,120 +221,97 @@ walkthrough. ![Invoke Web Server - Image to Image example](../assets/invoke-web-server-7.png){:width="640px"} 4. Experiment with the different settings. The most influential one in Image to - Image is _Image to Image Strength_ located about midway down the control + Image is _Denoising Strength_ located about midway down the control panel. By default it is set to 0.75, but can range from 0.0 to 0.99. The higher the value, the more of the original image the AI will replace. A value of 0 will leave the initial image completely unchanged, while 0.99 - will replace it completely. However, the Sampler and CFG Scale also + will replace it completely. However, the _Scheduler_ and _CFG Scale_ also influence the final result. You can also generate variations in the same way as described in Text to Image. -5. What if we only want to change certain part(s) of the image and leave the - rest intact? This is called Inpainting, and a future version of the InvokeAI - web server will provide an interactive painting canvas on which you can - directly draw the areas you wish to Inpaint into. For now, you can achieve - this effect by using an external photoeditor tool to make one or more - regions of the image transparent as described in [INPAINTING.md] and - uploading that. - - The file - [Lincoln-and-Parrot-512-transparent.png](../assets/Lincoln-and-Parrot-512-transparent.png) - is a version of the earlier image in which the area around the parrot has - been replaced with transparency. Click on the "x" in the upper right of the - Initial Image and upload the transparent version. Using the same prompt "old - sea captain with raven on shoulder" try Invoking an image. This time, only - the parrot will be replaced, leaving the rest of the original image intact: - -
- ![Invoke Web Server - Inpainting](../assets/invoke-web-server-8.png){:width="640px"} -
+5. What if we only want to change certain part(s) of the image and + leave the rest intact? This is called Inpainting, and you can do + it in the [Unified Canvas](UNIFIED_CANVAS.md). The Unified Canvas + also allows you to extend borders of the image and fill in the + blank areas, a process called outpainting. 6. Would you like to modify a previously-generated image using the Image to - Image facility? Easy! While in the Image to Image panel, hover over any of - the gallery images to see a little menu of icons pop up. Click the picture - icon to instantly send the selected image to Image to Image as the initial - image. + Image facility? Easy! While in the Image to Image panel, drag and drop any + image in the gallery into the Initial Image area, and it will be ready for + use. You can do the same thing with the main image display. Click on the + _Send to_ icon to get a menu of + commands and choose "Send to Image to Image". + + ![Send To Icon](../assets/send-to-icon.png) -You can do the same from the Text to Image tab by clicking on the picture icon -above the central image panel. The screenshot below shows where the "use as -initial image" icons are located. +### Textual Inversion, LoRA and ControlNet -![Invoke Web Server - Use as Image Links](../assets/invoke-web-server-9.png){:width="640px"} +InvokeAI supports several different types of model files that +extending the capabilities of the main model by adding artistic +styles, special effects, or subjects. By mixing and matching textual +inversion, LoRA and ControlNet models, you can achieve many +interesting and beautiful effects. -### Unified Canvas +We will give an example using a LoRA model named "Ink Scenery". This +LoRA, which can be downloaded from Civitai (civitai.com), is +specialized to paint landscapes that look like they were made with +dripping india ink. To install this LoRA, we first download it and +put it into the `autoimport/lora` folder located inside the +`invokeai` root directory. After restarting the web server, the +LoRA will now become available for use. -See the [Unified Canvas Guide](UNIFIED_CANVAS.md) +To see this LoRA at work, we'll first generate an image without it +using the standard `stable-diffusion-v1-5` model. Choose this +model and enter the prompt "mountains, ink". Here is a typical +generated image, a mountain range rendered in ink and watercolor +wash: -## Reference +![Ink Scenery without LoRA](../assets/lora-example-0.png){ width=512px } -### Additional Options +Now let's install and activate the Ink Scenery LoRA. Go to +https://civitai.com/models/78605/ink-scenery-or and download the LoRA +model file to `invokeai/autoimport/lora` and restart the web +server. (Alternatively, you can use [InvokeAI's Web Model +Manager](../installation/050_INSTALLING_MODELS.md) to download and +install the LoRA directly by typing its URL into the _Import +Models_->_Location_ field). -| parameter | effect | -| --------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------ | -| `--web_develop` | Starts the web server in development mode. | -| `--web_verbose` | Enables verbose logging | -| `--cors [CORS ...]` | Additional allowed origins, comma-separated | -| `--host HOST` | Web server: Host or IP to listen on. Set to 0.0.0.0 to accept traffic from other devices on your network. | -| `--port PORT` | Web server: Port to listen on | -| `--certfile CERTFILE` | Web server: Path to certificate file to use for SSL. Use together with --keyfile | -| `--keyfile KEYFILE` | Web server: Path to private key file to use for SSL. Use together with --certfile' | -| `--gui` | Start InvokeAI GUI - This is the "desktop mode" version of the web app. It uses Flask to create a desktop app experience of the webserver. | +Scroll down the control panel until you get to the LoRA accordion +section, and open it: -### Web Specific Features +![LoRA Section](../assets/lora-example-1.png){ width=512px } -The web experience offers an incredibly easy-to-use experience for interacting -with the InvokeAI toolkit. For detailed guidance on individual features, see the -Feature-specific help documents available in this directory. Note that the -latest functionality available in the CLI may not always be available in the Web -interface. +Click the popup menu and select "Ink scenery". (If it isn't there, then +the model wasn't installed to the right place, or perhaps you forgot +to restart the web server.) The LoRA section will change to look like this: -#### Dark Mode & Light Mode +![LoRA Section Loaded](../assets/lora-example-2.png){ width=512px } -The InvokeAI interface is available in a nano-carbon black & purple Dark Mode, -and a "burn your eyes out Nosferatu" Light Mode. These can be toggled by -clicking the Sun/Moon icons at the top right of the interface. +Note that there is now a slider control for _Ink scenery_. The slider +controls how much influence the LoRA model will have on the generated +image. -![InvokeAI Web Server - Dark Mode](../assets/invoke_web_dark.png) +Run the "mountains, ink" prompt again and observe the change in style: -![InvokeAI Web Server - Light Mode](../assets/invoke_web_light.png) +![Ink Scenery](../assets/lora-example-3.png){ width=512px } -#### Invocation Toolbar +Try adjusting the weight slider for larger and smaller weights and +generate the image after each adjustment. The higher the weight, the +more influence the LoRA will have. -The left side of the InvokeAI interface is available for customizing the prompt -and the settings used for invoking your new image. Typing your prompt into the -open text field and clicking the Invoke button will produce the image based on -the settings configured in the toolbar. +Multiple LoRAs can be mixed together and combined with textual +inversions and ControlNet models. Please see [Textual Inversions and +LoRAs](CONCEPTS.md) and [Using ControlNet](CONTROLNET.md) for details. -See below for additional documentation related to each feature: +## Summary -- [Variations](./VARIATIONS.md) -- [Upscaling](./POSTPROCESS.md#upscaling) -- [Image to Image](./IMG2IMG.md) -- [Other](./OTHER.md) - -#### Invocation Gallery - -The currently selected --outdir (or the default outputs folder) will display all -previously generated files on load. As new invocations are generated, these will -be dynamically added to the gallery, and can be previewed by selecting them. -Each image also has a simple set of actions (e.g., Delete, Use Seed, Use All -Parameters, etc.) that can be accessed by hovering over the image. - -#### Image Workspace - -When an image from the Invocation Gallery is selected, or is generated, the -image will be displayed within the center of the interface. A quickbar of common -image interactions are displayed along the top of the image, including: - -- Use image in the `Image to Image` workflow -- Initialize Face Restoration on the selected file -- Initialize Upscaling on the selected file -- View File metadata and details -- Delete the file +This walkthrough just skims the surface of the many things InvokeAI +can do. Please see [Features](index.md) for more detailed reference +guides. ## Acknowledgements -A huge shout-out to the core team working to make this vision a reality, +A huge shout-out to the core team working to make the Web GUI a reality, including [psychedelicious](https://github.com/psychedelicious), [Kyle0654](https://github.com/Kyle0654) and [blessedcoolant](https://github.com/blessedcoolant). From 5b1d7a2367cfc8fd61c45ab26b64e5df381ba6e5 Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 01:47:23 -0400 Subject: [PATCH 3/8] reorganized intro to web walkthru --- docs/features/WEB.md | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/docs/features/WEB.md b/docs/features/WEB.md index 4984c14a6a..b664434b11 100644 --- a/docs/features/WEB.md +++ b/docs/features/WEB.md @@ -4,6 +4,13 @@ title: InvokeAI Web Server # :material-web: InvokeAI Web Server +## Quick guided walkthrough of the WebUI's features + +While most of the WebUI's features are intuitive, here is a guided walkthrough +through its various components. + +### Launching the WebUI + To run the InvokeAI web server, start the `invoke.sh`/`invoke.bat` script and select option (1). Alternatively, with the InvokeAI environment active, run `invokeai-web`: @@ -28,10 +35,7 @@ or invokeai-web --host 0.0.0.0 ``` -## Quick guided walkthrough of the WebUI's features - -While most of the WebUI's features are intuitive, here is a guided walkthrough -through its various components. +### The InvokeAI Web Interface ![Invoke Web Server - Major Components](../assets/invoke-web-server-1.png){:width="640px"} From 5ae2fb0d2b51f21227d6edbc8a1a5932a11e1c03 Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 01:49:28 -0400 Subject: [PATCH 4/8] more doc improvements --- docs/features/WEB.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/features/WEB.md b/docs/features/WEB.md index b664434b11..765a66aeac 100644 --- a/docs/features/WEB.md +++ b/docs/features/WEB.md @@ -303,7 +303,9 @@ Try adjusting the weight slider for larger and smaller weights and generate the image after each adjustment. The higher the weight, the more influence the LoRA will have. -Multiple LoRAs can be mixed together and combined with textual +To remove the LoRA completely, just click on its trash can icon. + +Multiple LoRAs can be added simultaneously and combined with textual inversions and ControlNet models. Please see [Textual Inversions and LoRAs](CONCEPTS.md) and [Using ControlNet](CONTROLNET.md) for details. From 0b6ef7eb7d5eaed2604740a72929a203a7d8caf9 Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 09:05:24 -0400 Subject: [PATCH 5/8] make the convert VAE available to model manager for use in UI --- invokeai/backend/model_management/model_manager.py | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/invokeai/backend/model_management/model_manager.py b/invokeai/backend/model_management/model_manager.py index c6dad3295f..7d99193579 100644 --- a/invokeai/backend/model_management/model_manager.py +++ b/invokeai/backend/model_management/model_manager.py @@ -938,20 +938,29 @@ class ModelManager(object): def models_found(self): return self.new_models_found + config = self.app_config + + # LS: hacky + # Patch in the SD VAE from core so that it is available for use by the UI + try: + self.heuristic_import({config.root_path / 'models/core/convert/sd-vae-ft-mse'}) + except: + pass installer = ModelInstall(config = self.app_config, model_manager = self, prediction_type_helper = ask_user_for_prediction_type, ) - config = self.app_config known_paths = {config.root_path / x['path'] for x in self.list_models()} directories = {config.root_path / x for x in [config.autoimport_dir, config.lora_dir, config.embedding_dir, - config.controlnet_dir] + config.controlnet_dir, + ] } scanner = ScanAndImport(directories, self.logger, ignore=known_paths, installer=installer) scanner.search() + return scanner.models_found() def heuristic_import(self, From be95fd753e0d44066e0cc1c0ed67a0244c9cabed Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 12:07:07 -0400 Subject: [PATCH 6/8] add missing screenshot --- .../model-installer-controlnet.png | Bin 0 -> 58587 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 docs/assets/installing-models/model-installer-controlnet.png diff --git a/docs/assets/installing-models/model-installer-controlnet.png b/docs/assets/installing-models/model-installer-controlnet.png new 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Da!+m)Ke1B<7K#YHJ&J^-M)gL#cI~dd`pdYSy-${zZyt zR4*S6=2RzU>NvlWmzjhFgleZ_wR{Ds=vtnb&H-*)*~&Upf%prO$MfjrR&AHmxu&}^#pKN z1=T^cFK;=<7kD%DIG&#GfRj!Ph;CZ5RrQsNH*!~UCQ2*&Q5#W%Yc#INMfw5UNuN%p z@d%FL3bmb<#4!He)v{0CHDfhx;QrYf03NBkzrP!h)fRUK%rxFu!d27PEP1Qr(4QCU zmo^?HW|f_L`19%4tztWk$4c`>H%|%Wh~`4Lb9)0VIGmA{nHf$#9nhf!1t_jo!aXN# zec!R$fO5{l6{jrbrSGN#N%-n3KkUzA-w=B`LZE+_L7>L^uGgEnLLQzlkCQ4mDwfK? z8XZ~Pz~}A*b1a^}=r;{lZ=p3kL)k~LI$kIG=|3Y|NK+jk0j^dkxNj;>IUeSc;Q!4S zNwQlO?Z_FYC?iCe9JRyC9YD1xXjh?N=Qe-4;3qS;I+8I@2lhy$X06!no|Uyc;Y<_X zYh<$`@I5Diz3g>wKD+{L{KA ztdRdc-V-!jxXse)$Q?qyZ;7`ex<=+6Jb#Qy`r82~81sC(hmsv~)~@lSIr(iF^ZNw% zFjG|nu8xF~Wp`10T`_0@FFN%-2Z$gxjduA@E9kI@Mar-4XcJ${_g}0JQ&1!_Uylhi zTK*>2>vILhW7n=v9YfCkE2`+W^{B;j=b53DgR{J0wIM;d3R%P%#d-eEhW+Nd$Eb)G zZu%nx#MiGJ@T|#xV;r~S^Tcbs7WJ|?w5ULf*UQIUsIXCHPa?ttqQO{FQJ)20V)Q9V zX|vPT$A_*R2~7-oKO$%&ffpaVpr|H-dA5?LbZksH`;vWh-A+u)>>s|kFQNISo4wcl z4rMvBtV9eSNI&dgjsqs+MPDjHG`}~UnH)W6o1|~BIt9@&ULj1;OzU}vnhpXbdF8JkTlVPA^fOJEWElRy#0QtBBEGE-AEu(lGU zdP6!ZR##{V=zdjC+);!yjw0ny;@?_S`kX*yo-@iC_5q{Ao03@={`~aWoWwbD5TtQ4 z<&Mvs(b(YiJ?O{AFsn`IjJjb^ypAJl?{;KT>+D>#yzB;~?6W zm^58)F3ffvTclQqyV&hhhfi;47vQ3brq5mv3P*r)@I{MtaIV zv3&b!K_J!Hz+nN=VW#Om)+8~^{TW((O3ON^k KmiX`FoBsn3>c6i5 literal 0 HcmV?d00001 From 72c19987d5f74c01f57994a9c3f337933cec6fbd Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 11:41:45 -0400 Subject: [PATCH 7/8] discuss issues with adding controlnet models --- docs/features/CONTROLNET.md | 49 ++++++++++++++++++++++++++++++++++--- docs/features/index.md | 24 +++++++++++------- docs/index.md | 1 + 3 files changed, 61 insertions(+), 13 deletions(-) diff --git a/docs/features/CONTROLNET.md b/docs/features/CONTROLNET.md index a0f6d7d23a..ba66c26054 100644 --- a/docs/features/CONTROLNET.md +++ b/docs/features/CONTROLNET.md @@ -8,20 +8,61 @@ title: ControlNet ControlNet -ControlNet is a powerful set of features developed by the open-source community (notably, Stanford researcher [**@ilyasviel**](https://github.com/lllyasviel)) that allows you to apply a secondary neural network model to your image generation process in Invoke. +ControlNet is a powerful set of features developed by the open-source +community (notably, Stanford researcher +[**@ilyasviel**](https://github.com/lllyasviel)) that allows you to +apply a secondary neural network model to your image generation +process in Invoke. -With ControlNet, you can get more control over the output of your image generation, providing you with a way to direct the network towards generating images that better fit your desired style or outcome. +With ControlNet, you can get more control over the output of your +image generation, providing you with a way to direct the network +towards generating images that better fit your desired style or +outcome. ### How it works -ControlNet works by analyzing an input image, pre-processing that image to identify relevant information that can be interpreted by each specific ControlNet model, and then inserting that control information into the generation process. This can be used to adjust the style, composition, or other aspects of the image to better achieve a specific result. +ControlNet works by analyzing an input image, pre-processing that +image to identify relevant information that can be interpreted by each +specific ControlNet model, and then inserting that control information +into the generation process. This can be used to adjust the style, +composition, or other aspects of the image to better achieve a +specific result. ### Models -As part of the model installation, ControlNet models can be selected including a variety of pre-trained models that have been added to achieve different effects or styles in your generated images. Further ControlNet models may require additional code functionality to also be incorporated into Invoke's Invocations folder. You should expect to follow any installation instructions for ControlNet models loaded outside the default models provided by Invoke. The default models include: +InvokeAI provides access to a series of ControlNet models that provide +different effects or styles in your generated images. Currently +InvokeAI only supports "diffuser" style ControlNet models. These are +directories that contain the files `config.json` and either +`diffusion_pytorch_model.safetensors` or +`diffusion_pytorch_model.fp16.safetensors`. The name of the directory +is the same as the name of the model. ***We do not support +checkpoint-format ControlNets, which come in a single file with the +extension `.safetensors`.*** +Diffuser-style ControlNet models are available at HuggingFace +(http://huggingface.co) and accessed via their repo IDs (identifiers +in the format "author/modelname"). The easiest way to install them is +to use the InvokeAI model installer application. If you use the +`invoke.sh`/`invoke.bat` launcher, select item [5] and navigate to the +CONTROLNETS section. From the command line, the model installer can be +started with `invokeai-model-install`. + +You can select as many ControlNet models from the checkbox list as you +like, or enter additional HuggingFace repo_ids in the "Additional +models" textbox: + +![Model Installer - Controlnetl](../assets/installing-models/model-installer-controlnet.png){:width="640px"} + +_Be aware that some ControlNet models require additional code +functionality in order to work properly, so just installing a +third-party ControlNet model may not have the desired effect._ Please +read and follow the documentation for installing a third party model +not currently included among InvokeAI's default list. + +The models currently supported include: **Canny**: diff --git a/docs/features/index.md b/docs/features/index.md index b690d0b158..ffc663dd64 100644 --- a/docs/features/index.md +++ b/docs/features/index.md @@ -17,8 +17,12 @@ a single convenient digital artist-optimized user interface. ### * [Prompt Engineering](PROMPTS.md) Get the images you want with the InvokeAI prompt engineering language. -## * The [Concepts Library](CONCEPTS.md) -Add custom subjects and styles using HuggingFace's repository of embeddings. +### * The [LoRA, LyCORIS and Textual Inversion Models](CONCEPTS.md) +Add custom subjects and styles using a variety of fine-tuned models. + +### * [ControlNet](CONTROLNET.md) +Learn how to install and use ControlNet models for fine control over +image output. ### * [Image-to-Image Guide](IMG2IMG.md) Use a seed image to build new creations in the CLI. @@ -29,26 +33,28 @@ are the ticket. ## Model Management -## * [Model Installation](../installation/050_INSTALLING_MODELS.md) +### * [Model Installation](../installation/050_INSTALLING_MODELS.md) Learn how to import third-party models and switch among them. This guide also covers optimizing models to load quickly. -## * [Merging Models](MODEL_MERGING.md) +### * [Merging Models](MODEL_MERGING.md) Teach an old model new tricks. Merge 2-3 models together to create a new model that combines characteristics of the originals. -## * [Textual Inversion](TRAINING.md) +### * [Textual Inversion](TRAINING.md) Personalize models by adding your own style or subjects. -# Other Features +## Other Features -## * [The NSFW Checker](NSFW.md) +### * [The NSFW Checker](NSFW.md) Prevent InvokeAI from displaying unwanted racy images. -## * [Controlling Logging](LOGGING.md) +### * [Controlling Logging](LOGGING.md) Control how InvokeAI logs status messages. -## * [Miscellaneous](OTHER.md) + diff --git a/docs/index.md b/docs/index.md index 229cb6cf05..8bfaa02287 100644 --- a/docs/index.md +++ b/docs/index.md @@ -145,6 +145,7 @@ This method is recommended for those familiar with running Docker containers ### Model Management - [Installing](installation/050_INSTALLING_MODELS.md) - [Model Merging](features/MODEL_MERGING.md) +- [ControlNet Models](features/CONTROLNET.md) - [Style/Subject Concepts and Embeddings](features/CONCEPTS.md) - [Not Safe for Work (NSFW) Checker](features/NSFW.md) From b9b89ad21040d0938db7ac612d0d2a177d6baa67 Mon Sep 17 00:00:00 2001 From: Lincoln Stein Date: Wed, 19 Jul 2023 11:48:45 -0400 Subject: [PATCH 8/8] additional tweaks to controlnet documentation --- docs/features/CONTROLNET.md | 29 ++++++++++++++++------------- 1 file changed, 16 insertions(+), 13 deletions(-) diff --git a/docs/features/CONTROLNET.md b/docs/features/CONTROLNET.md index ba66c26054..faa2d7cdf3 100644 --- a/docs/features/CONTROLNET.md +++ b/docs/features/CONTROLNET.md @@ -35,26 +35,29 @@ specific result. InvokeAI provides access to a series of ControlNet models that provide different effects or styles in your generated images. Currently InvokeAI only supports "diffuser" style ControlNet models. These are -directories that contain the files `config.json` and either -`diffusion_pytorch_model.safetensors` or -`diffusion_pytorch_model.fp16.safetensors`. The name of the directory -is the same as the name of the model. ***We do not support -checkpoint-format ControlNets, which come in a single file with the +folders that contain the files `config.json` and/or +`diffusion_pytorch_model.safetensors` and +`diffusion_pytorch_model.fp16.safetensors`. The name of the folder is +the name of the model. + +***InvokeAI does not currently support checkpoint-format +ControlNets. These come in the form of a single file with the extension `.safetensors`.*** Diffuser-style ControlNet models are available at HuggingFace (http://huggingface.co) and accessed via their repo IDs (identifiers in the format "author/modelname"). The easiest way to install them is -to use the InvokeAI model installer application. If you use the -`invoke.sh`/`invoke.bat` launcher, select item [5] and navigate to the -CONTROLNETS section. From the command line, the model installer can be -started with `invokeai-model-install`. +to use the InvokeAI model installer application. Use the +`invoke.sh`/`invoke.bat` launcher to select item [5] and then navigate +to the CONTROLNETS section. Select the models you wish to install and +press "APPLY CHANGES". You may also enter additional HuggingFace +repo_ids in the "Additional models" textbox: -You can select as many ControlNet models from the checkbox list as you -like, or enter additional HuggingFace repo_ids in the "Additional -models" textbox: +![Model Installer - +Controlnetl](../assets/installing-models/model-installer-controlnet.png){:width="640px"} -![Model Installer - Controlnetl](../assets/installing-models/model-installer-controlnet.png){:width="640px"} +Command-line users can launch the model installer using the command +`invokeai-model-install`. _Be aware that some ControlNet models require additional code functionality in order to work properly, so just installing a

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