Commit Graph

657 Commits

Author SHA1 Message Date
Ryan Dick
d114d0ba95 Remove need for the image_encoder param in IPAdapter.initialize(). 2023-09-14 14:14:35 -04:00
Ryan Dick
388554448a Add CLIP Vision model to IP-Adapter info and use this to infer which model to use. 2023-09-14 11:57:53 -04:00
Ryan Dick
6d0ea42a94 Get CLIPVision model download from HF working. 2023-09-14 09:54:10 -04:00
Jonathan
0f93991087
Remove multiple of 8 requirement for ImageResizeInvocation (#4538)
Testing required the width and height to be multiples of 8. This is no longer needed.
2023-09-14 08:56:17 -04:00
Ryan Dick
2c1100509f Add BaseModelType.Any to be used by CLIPVisionModel. 2023-09-14 08:19:55 -04:00
Ryan
b7296000e4 made MPS calls conditional on MPS actually being the chosen device with backend available 2023-09-13 19:33:43 -04:00
Ryan
fab055995e Add empty_cache() for MPS hardware. 2023-09-13 19:33:43 -04:00
Ryan Dick
1c8991a3df Use CLIPVisionModel under model management for IP-Adapter. 2023-09-13 19:10:02 -04:00
Ryan Dick
a2777decd4 Add a IPAdapterModelField for passing passing IP-Adapter models between nodes. 2023-09-13 13:40:59 -04:00
Kevin Turner
d219167849 fix(latent): remove temporary workaround for lack of TAESD tiling support.
Now available in diffusers 0.21: https://github.com/huggingface/diffusers/pull/4627
2023-09-13 09:40:06 -07:00
Kevin Turner
090db1ab3a Merge remote-tracking branch 'origin/main' into feat/taesd 2023-09-13 09:17:53 -07:00
Ryan Dick
3ee9a21647 Initial (barely) working version of IP-Adapter model management. 2023-09-13 08:27:24 -04:00
skunkworxdark
0f0366f1f3
Update collections.py (#4513)
* Update collections.py

RangeOfSizeInvocation was not taking step into account when generating the end point of the range

* - updated the node description to refelect this mod
- added a gt=0 constraint to ensure only a positive size of the range
- moved the + 1 to be on the size. To ensure the range is the requested size in cases where the step is negative
- formatted with Black

* Removed +1 from the range calculation

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-09-13 18:26:41 +10:00
skunkworxdark
4e05dcfe2e
Prompts from file support nodes (#3964)
* New classes to support the PromptsFromFileInvocation Class
- PromptPosNegOutput
- PromptSplitNegInvocation
- PromptJoinInvocation
- PromptReplaceInvocation

* - Added PromptsToFileInvocation,
- PromptSplitNegInvocation
  - now counts the bracket depth so ensures it cout the numbr of open and close brackets match.
  - checks for escaped [ ] so ignores them if escaped e.g \[
- PromptReplaceInvocation - now has a user regex. and no regex in made caseinsesitive

* Update prompt.py

created class PromptsToFileInvocationOutput and use it in PromptsToFileInvocation instead of BaseInvocationOutput

* Update prompt.py

* Added schema_extra title and tags  for PromptReplaceInvocation, PromptJoinInvocation,  PromptSplitNegInvocation and PromptsToFileInvocation

* Added PTFileds Collect and Expand

* update to nodes v1

* added ui_type to file_path for PromptToFile

* update params for the primitive types used, remove the ui_type filepath, promptsToFile now only accepts collections until a fix is available

* updated the parameters for the StringOutput primitive

* moved the prompt tools nodes out of the prompt.py into prompt_tools.py

* more rework for v1

* added github link

* updated to use "@invocation"

* updated tags

* Adde new nodes PromptStrength and PromptStrengthsCombine

* chore: black

* feat(nodes): add version to prompt nodes

* renamed nodes from prompt related to string related. Also moved them into a strings.py file.  Also moved and renamed the PromptsFromFileInvocation from prompt.py to strings.py.  The PTfileds still remain in the Prompt_tool.py for now.

* added , version="1.0.0" to the invocations

* removed the PTField related nodes and the prompt-tools.py file all new nodes now live in the

* formatted prompt.py and strings.py with Black and fixed silly mistake in the new StringSplitInvocation

* - Revert Prompt.py back to original
- Update strings.py to be only StringJoin, StringJoinThre, StringReplace, StringSplitNeg, StringSplit

* applied isort to imports

* fix(nodes): typos in `strings.py`

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
Co-authored-by: Millun Atluri <Millu@users.noreply.github.com>
2023-09-13 08:06:38 +00:00
psychedelicious
30792cb259 chore: flake8 2023-09-13 16:50:25 +10:00
psychedelicious
a88f16b81c chore: isort 2023-09-13 16:50:25 +10:00
psychedelicious
fb188ce63e feat(nodes): update float_math and integer_math to use new ui_choice_labels 2023-09-13 16:50:25 +10:00
psychedelicious
57ebf735e6 feat(nodes): add InputField.ui_choice_labels: dict[str, str]
This maps values to labels for multiple-choice fields.

This allows "enum" fields (i.e. `Literal["val1", "val2", ...]` fields) to use code-friendly string values for choices, but present this to the UI as human-friendly labels.
2023-09-13 16:50:25 +10:00
psychedelicious
ec0f6e7248 chore: black 2023-09-13 16:50:25 +10:00
dunkeroni
93c55ebcf2 fixed validator when operation is first input 2023-09-13 16:50:25 +10:00
dunkeroni
41f2eaa4de updated name references for Float To Integer 2023-09-13 16:50:25 +10:00
dunkeroni
244201b45d Cleanup documentation 2023-09-13 16:50:25 +10:00
dunkeroni
486b8506aa Combined nodes to Float and Int general maths 2023-09-13 16:50:25 +10:00
dunkeroni
dbde08f3d4 Updated default value on round to multiple 2023-09-13 16:50:25 +10:00
dunkeroni
e542608534 changed float_to_int to generalized round_multiple node 2023-09-13 16:50:25 +10:00
dunkeroni
99ee47b79b Added square root function 2023-09-13 16:50:25 +10:00
dunkeroni
005087a652 Added float math 2023-09-13 16:50:25 +10:00
Jonathan
a21f5f259c
Added crop option to ImagePasteInvocation (#4507)
* Added crop option to ImagePasteInvocation

ImagePasteInvocation extended the image with transparency when pasting outside of the base image's bounds. This introduces a new option to crop the resulting image back to the original base image.

* Updated version for ImagePasteInvocation as 3.1.1 was released.
2023-09-12 21:31:35 +00:00
Martin Kristiansen
e467ca7f1b Apply black, isort, flake8 2023-09-12 13:01:58 -04:00
Martin Kristiansen
5615c31799 isort wip 2023-09-12 13:01:58 -04:00
Millun Atluri
88db094cf2
Merge branch 'main' into feat/taesd 2023-09-11 22:11:25 +10:00
Ryan Dick
dee6f86d5e Set 'title' for IP-Adapter fields with non-default names. 2023-09-08 16:14:17 -04:00
Eugene Brodsky
cc92ce3da5 feat(backend): allow/deny nodes - do not parse args again 2023-09-08 13:24:37 -04:00
psychedelicious
dc771d9645 feat(backend): allow/deny nodes
Allow denying and explicitly allowing nodes. When a not-allowed node is used, a pydantic `ValidationError` will be raised.

- When collecting all invocations, check against the allowlist and denylist first. When pydantic constructs any unions related to nodes, the denied nodes will be omitted
- Add `allow_nodes` and `deny_nodes` to `InvokeAIAppConfig`. These are `Union[list[str], None]`, and may be populated with the `type` of invocations.
- When `allow_nodes` is `None`, allow all nodes, else if it is `list[str]`, only allow nodes in the list
- When `deny_nodes` is `None`, deny no nodes, else if it is `list[str]`, deny nodes in the list
- `deny_nodes` overrides `allow_nodes`
2023-09-08 13:24:37 -04:00
Ryan Dick
ddc148b70b Move ConditioningData and its field classes to their own file. This will allow new conditioning types to be added more cleanly without introducing circular dependencies. 2023-09-08 11:00:11 -04:00
Ryan Dick
cdbf40c9b2 Revert ControlNetInvocation changes. 2023-09-06 19:30:30 -04:00
Ryan Dick
d776e0a0a9 Split ControlField and IpAdapterField. 2023-09-06 17:03:37 -04:00
blessedcoolant
f44496a579 Merge branch 'main' into feat/ip-adapter 2023-09-05 15:22:15 +12:00
blessedcoolant
99fe95ab03 fix: Add validation for image_encoder model too 2023-09-05 14:49:41 +12:00
psychedelicious
bd15874cf6 feat(nodes): add control_type validation & fix types 2023-09-05 12:24:54 +10:00
blessedcoolant
c5b9c8fc3a Merge branch 'main' into lama-infill 2023-09-05 14:16:27 +12:00
blessedcoolant
30ab81b6bb fix: Update paths so they are serializable in the nodes 2023-09-05 13:50:21 +12:00
blessedcoolant
78195491bc fix: Make the adapter models use new local paths 2023-09-05 13:39:54 +12:00
psychedelicious
94115b5217 fix(nodes): downscale and resample_mode are not optional 2023-09-05 11:23:13 +10:00
dunkeroni
10eec546ad
Consolidate and generalize saturation/luminosity adjusters (#4425)
* Consolidated saturation/luminosity adjust.
Now allows increasing and inverting.
Accepts any color PIL format and channel designation.

* Updated docs/nodes/defaultNodes.md

* shortened tags list to channel types only

* fix typo in mode list

* split features into offset and multiply nodes

* Updated documentation

* Change invert to discrete boolean.
Previous math was unclear and had issues with 0 values.

* chore: black

* chore(ui): typegen

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-09-05 11:18:37 +10:00
blessedcoolant
b0f91f2e75 fix: Remove types on adapter nodes. Superseded by the decorator 2023-09-05 12:12:19 +12:00
blessedcoolant
a69b1cd598 chore: Add Versioning data to new adapters + update model paths 2023-09-05 11:54:50 +12:00
blessedcoolant
07381e5a26 cleanup: merge conflicts 2023-09-05 11:37:12 +12:00
blessedcoolant
6bb378a101 Merge branch 'main' into feat/ip-adapter 2023-09-05 11:35:19 +12:00
blessedcoolant
db4af7c287 Merge branch 'main' into lama-infill 2023-09-05 09:54:44 +12:00
psychedelicious
3dbb0e1bfb feat(tests): add tests for node versions 2023-09-04 19:16:44 +10:00
psychedelicious
d9148fb619 feat(nodes): add version to node schemas
The `@invocation` decorator is extended with an optional `version` arg. On execution of the decorator, the version string is parsed using the `semver` package (this was an indirect dependency and has been added to `pyproject.toml`).

All built-in nodes are set with `version="1.0.0"`.

The version is added to the OpenAPI Schema for consumption by the client.
2023-09-04 19:08:18 +10:00
psychedelicious
d65553841e fix: remove default_factory for ImageCollectionInvocation 2023-09-04 15:25:31 +10:00
psychedelicious
446dc6bea1 fix(nodes): denoise_mask is connection-only, ui_order=6 2023-09-04 15:25:31 +10:00
psychedelicious
1062fc4796 feat: polymorphic fields
Initial support for polymorphic field types. Polymorphic types are a single of or list of a specific type. For example, `Union[str, list[str]]`.

Polymorphics do not yet have support for direct input in the UI (will come in the future). They will be forcibly set as Connection-only fields, in which case users will not be able to provide direct input to the field.

If a polymorphic should present as a singleton type - which would allow direct input - the node must provide an explicit type hint.

For example, `DenoiseLatents`' `CFG Scale` is polymorphic, but in the node editor, we want to present this as a number input. In the node definition, the field is given `ui_type=UIType.Float`, which tells the UI to treat this as a `float` field.

The connection validation logic will prevent connecting a collection to `CFG Scale` in this situation, because it is typed as `float`. The workaround is to disable validation from the settings to make this specific connection. A future improvement will resolve this.

This also introduces better support for collection field types. Like polymorphics, collection types are parsed automatically by the client and do not need any specific type hints.

Also like polymorphics, there is no support yet for direct input of collection types in the UI.

- Disabling validation in workflow editor now displays the visual hints for valid connections, but lets you connect to anything.
- Added `ui_order: int` to `InputField` and `OutputField`. The UI will use this, if present, to order fields in a node UI. See usage in `DenoiseLatents` for an example.
- Updated the field colors - duplicate colors have just been lightened a bit. It's not perfect but it was a quick fix.
- Field handles for collections are the same color as their single counterparts, but have a dark dot in the center of them.
- Field handles for polymorphics are a rounded square with dot in the middle.
- Removed all fields that just render `null` from `InputFieldRenderer`, replaced with a single fallback
- Removed logic in `zValidatedWorkflow`, which checked for existence of node templates for each node in a workflow. This logic introduced a circular dependency, due to importing the global redux `store` in order to get the node templates within a zod schema. It's actually fine to just leave this out entirely; The case of a missing node template is handled by the UI. Fixing it otherwise would introduce a substantial headache.
- Fixed the `ControlNetInvocation.control_model` field default, which was a string when it shouldn't have one.
2023-09-04 15:25:31 +10:00
blessedcoolant
917c2c480e Merge branch 'main' into lama-infill 2023-09-03 23:16:34 +12:00
Lincoln Stein
7763594839
Merge branch 'main' into bugfix/run-on-3.9 2023-09-02 10:08:40 -04:00
blessedcoolant
ec09e21fc2 Merge branch 'main' into lama-infill 2023-09-02 23:02:38 +12:00
Kevin Turner
7df67d077a
Merge branch 'main' into feat/taesd 2023-09-01 22:18:40 -07:00
psychedelicious
89b724d222 fix(ui): fix metadata parsing of older images
The metadata parsing was overly strict, not taking into account the shape of old metadata. Relaxed the schemas.

Also fixed a misspelling.
2023-09-02 13:03:48 +10:00
Sergey Borisov
8fa2302956 Fix name 2023-09-02 04:37:11 +03:00
Sergey Borisov
9c3405e0c0 Fix sdxl lora loader input definitions, fix namings 2023-09-02 04:34:17 +03:00
psychedelicious
d099924ae9
Merge branch 'main' into bugfix/run-on-3.9 2023-09-02 11:33:09 +10:00
psychedelicious
b761807219
Merge branch 'main' into feat/ip-adapter 2023-09-02 11:31:08 +10:00
blessedcoolant
48484e9fc8 Merge branch 'main' into lama-infill 2023-09-02 11:08:31 +12:00
blessedcoolant
ba2048dbc6 fix: SDXL Lora Loader not showing weight input 2023-09-02 10:47:55 +12:00
blessedcoolant
469fc49a2f ui: Make patchmatch downscale options optional 2023-09-02 08:36:01 +12:00
Sergey Borisov
a36cf2f1dd Add scale to patchmatch 2023-09-01 23:08:46 +03:00
blessedcoolant
1a9f552a75 experimental: Add CV2 Infill 2023-09-02 04:48:18 +12:00
user1
74bfb5e1f9 First commit of separate node for IP-Adapter.
And it own dataclasses for passing info.
2023-08-31 23:07:15 -07:00
Lincoln Stein
10e4d8b72d fix second place where __annotations__ called 2023-08-31 23:49:08 -04:00
Lincoln Stein
6c2786201b
Update invokeai/app/invocations/baseinvocation.py
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
2023-08-31 23:45:19 -04:00
Kevin Turner
bc1bce18b0 Merge branch 'main' into feat/taesd 2023-08-31 20:26:10 -07:00
Lincoln Stein
2cb57ef301 fix baseinvocation call to __attribute__ to work with py3.9 2023-08-31 23:11:54 -04:00
blessedcoolant
6f162c5dec experimental: Dilate mask if blurred in Color Correction 2023-09-01 11:12:30 +12:00
psychedelicious
ed72d51969 fix(nodes): fix primitives defaults for collections 2023-08-31 13:22:31 +10:00
user1
79db0e9e93 More cleanup after rebasing to main. 2023-08-30 18:29:06 -07:00
Sergey Borisov
d5267357b1 Pad conditioning tensors from clip and clip2 in sdxl 2023-08-30 21:28:40 -04:00
Sergey Borisov
e085eb63bd Check noise and latents shapes, more informative error 2023-08-30 21:28:40 -04:00
user1
0c17f8604f Resolving rebase conflict, redirecting control imports to invocations/control_adapter 2023-08-30 17:35:31 -07:00
user1
054edc4077 Oops, forgot to add control_adapter.py for control nodes in last refactor commit 2023-08-30 17:31:46 -07:00
user1
5a9993772d Added ip_adapter_strength parameter to adjust weighting of IP-Adapter's added cross-attention layers 2023-08-30 17:28:30 -07:00
user1
f2cd9e9ae2 Working POC for IP-Adapters. Not fully nodified yet, lots of caveats, hardwired model paths, etc. 2023-08-30 17:28:30 -07:00
psychedelicious
24d44ca559 feat(nodes): add scheduler invocation 2023-08-30 22:35:47 +10:00
psychedelicious
044d4c107a feat(nodes): move all invocation metadata (type, title, tags, category) to decorator
All invocation metadata (type, title, tags and category) are now defined in decorators.

The decorators add the `type: Literal["invocation_type"]: "invocation_type"` field to the invocation.

Category is a new invocation metadata, but it is not used by the frontend just yet.

- `@invocation()` decorator for invocations

```py
@invocation(
    "sdxl_compel_prompt",
    title="SDXL Prompt",
    tags=["sdxl", "compel", "prompt"],
    category="conditioning",
)
class SDXLCompelPromptInvocation(BaseInvocation, SDXLPromptInvocationBase):
    ...
```

- `@invocation_output()` decorator for invocation outputs

```py
@invocation_output("clip_skip_output")
class ClipSkipInvocationOutput(BaseInvocationOutput):
    ...
```

- update invocation docs
- add category to decorator
- regen frontend types
2023-08-30 18:35:12 +10:00
psychedelicious
ae05d34584 fix(nodes): fix uploading image metadata retention
was causing failure to save images
2023-08-30 14:52:50 +10:00
psychedelicious
0ed6a141f1
Merge branch 'main' into feat/nodes-phase-5 2023-08-30 11:15:34 +10:00
Sergey Borisov
ca15b8b33e Fix wrong timestep selection in some cases(dpmpp_sde) 2023-08-30 03:40:59 +03:00
blessedcoolant
258b0814a8 Merge branch 'main' into feat/nodes-phase-5 2023-08-30 02:33:49 +12:00
Sergey Borisov
121396f844 Fix tokenization log for sd models 2023-08-29 17:07:33 +03:00
blessedcoolant
a1398dec91 Merge branch 'main' into pr/4112 2023-08-29 12:56:59 +12:00
blessedcoolant
d0c74822eb resolve: Merge conflicts 2023-08-29 12:08:00 +12:00
blessedcoolant
383d008529 Merge branch 'main' into feat/nodes-phase-5 2023-08-29 12:05:28 +12:00
blessedcoolant
6db19a8dee fix: Connection type on Seamless Node VAE Input 2023-08-29 04:15:15 +12:00
blessedcoolant
ef58635a76 chore: black lint 2023-08-29 04:04:03 +12:00
StAlKeR7779
cd548f73fd
Merge branch 'main' into feat_compel_and 2023-08-28 18:31:41 +03:00
Kent Keirsey
421f5b7d75 Seamless Updates 2023-08-28 08:43:08 -04:00
blessedcoolant
3ef36707a8 chore: Black lint 2023-08-28 23:10:00 +12:00
Kent Keirsey
b9731cb434
Merge branch 'main' into Seamless 2023-08-28 00:12:23 -04:00
Kent Keirsey
1f476692da Seamless fixes 2023-08-28 00:10:46 -04:00