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415 Commits

Author SHA1 Message Date
Martin Kristiansen
2ec9dab595 Changing ImageToLatentsInvocation node to default to detected precision instead of fp16 2023-07-19 11:16:00 -04:00
mickr777
d8db618de0
import choose_torch_device from ...backend.util.devices 2023-07-19 16:43:02 +10:00
mickr777
19d67b29e7
Remove not needed text 2023-07-19 15:20:40 +10:00
mickr777
52e7e0b31b
Missing def choose_torch_device 2023-07-19 15:15:55 +10:00
Brandon Rising
ee7b36cea5 Merge branch 'main' into onnx-testing 2023-07-18 22:56:41 -04:00
Brandon Rising
487455ef2e Add model_type to the model state object 2023-07-18 22:40:27 -04:00
Lincoln Stein
893e199677
Merge branch 'main' into feat/ui/upscale 2023-07-18 19:18:55 -04:00
Brandon Rising
869f418b03 Setup onnx on linear text2image 2023-07-18 14:27:54 -04:00
Brandon Rising
35d5ef9118 Emit step completions 2023-07-18 12:35:07 -04:00
Sergey Borisov
3240f98f4e Rename clip1 to clip 2023-07-18 18:58:17 +03:00
blessedcoolant
7fde1f93ea fix: Missing context on string param node 2023-07-19 02:49:09 +12:00
blessedcoolant
3f1d5000c0 Merge branch 'main' into nodes-stuff 2023-07-19 02:37:50 +12:00
blessedcoolant
0c18c5d603 feat: Add titles and tags to all Nodes 2023-07-19 02:26:45 +12:00
blessedcoolant
7d49c727a0 feat: Add String Param & types to other params 2023-07-19 02:26:33 +12:00
StAlKeR7779
889b77d3d6
Merge branch 'main' into save_vram 2023-07-18 16:55:48 +03:00
Sergey Borisov
fbbc4b3f69 Fixes 2023-07-18 16:51:16 +03:00
Sergey Borisov
bc11296a5e Disable lazy offloading on disabled vram cache, move resulted tensors to cpu(to not stack vram tensors in cache), fix - text encoder not freed(detach) 2023-07-18 16:20:25 +03:00
psychedelicious
c19d48abd0 fix(nodes): fix inpaint cond logic for new compel version 
thanks @StAlKeR7779
 2023-07-18 22:39:34 +10:00
psychedelicious
42c440c73f
Merge branch 'main' into feat/ui/upscale 2023-07-18 22:08:02 +10:00
Lincoln Stein
9c3c393b84 merge with main 2023-07-18 07:00:55 -04:00
psychedelicious
56098f370c feat(nodes): add RealESRGAN_x2plus.pth, update upscale nodes 
- add `RealESRGAN_x2plus.pth` model to installer
- add `RealESRGAN_x2plus.pth` to `realesrgan` node
- rename `RealESRGAN` to `ESRGAN` in nodes
- make `scale_factor` optional in `img_scale` node
 2023-07-18 14:55:18 +10:00
Lincoln Stein
ef31837167 fix caption on sdxl raw prompt 2023-07-17 23:49:23 -04:00
blessedcoolant
13da881953 Merge branch 'main' into sdxl-support 2023-07-18 13:34:07 +12:00
Sergey Borisov
ada9b06e48 Implement compel prompt nodes for sdxl 2023-07-18 01:49:45 +03:00
Lincoln Stein
6ae10798b0
Merge branch 'main' into feat/model-events 2023-07-17 17:15:12 -04:00
Brandon Rising
bcce70fca6 Testing different session opts, added timings for testing 2023-07-17 16:27:33 -04:00
skunkworxdark
f767bf2330 use FileNotFoundError insted of "File path not found" 2023-07-17 05:49:09 -04:00
skunkworxdark
b1008af696 apply changes as suggested @psychedelicious in PR comments. 
- filename -> file_path
- pre and post prompt changed to optional
- clearer pre and post prompt descriptions
- handle pre and post prompt passed as None
- max_prompts defaults to 1 isted of 0 to avoid accidentally processing large prompt files with it set to 0 when adding a new node.
 2023-07-17 05:49:09 -04:00
skunkworxdark
956011066d Added class PromptsFromFileInvocation to prompt.py. A new PromptFromFile Custom node that reads prompts from a file one line per prompt and outputs them as a prompt collection. With inputs for filename, pre_prompt, post_prompt, start line number, and max_prompts 2023-07-17 05:49:09 -04:00
blessedcoolant
e039771d07 fix: Incorrect type on SDXL Model Loader 2023-07-17 21:47:41 +12:00
psychedelicious
3e2a948007
Merge branch 'main' into feat/model-events 2023-07-17 17:36:20 +10:00
psychedelicious
ba12849685 fix(nodes): fix some model load events not emitting 
Missed adding the `context` arg to them initially
 2023-07-17 17:16:55 +10:00
Lincoln Stein
cad3f96831 add model input to refiner 2023-07-16 12:38:04 -04:00
Lincoln Stein
6534288b75 refiner only has clip2 not clip 2023-07-16 12:36:38 -04:00
Lincoln Stein
0a2964d8c0 add differentiated sdxl and sdxl_refiner model loaders 2023-07-16 12:17:56 -04:00
Brandon Rising
91112167b1 Fix syntax err 2023-07-15 23:56:48 -04:00
Lincoln Stein
5206ddf9b2 truncate long prompts to avoid a crash with controlnet 2023-07-15 23:49:25 -04:00
Sergey Borisov
fe78a08e37 Fix sd1/2 models conditionings 2023-07-16 06:24:24 +03:00
Sergey Borisov
c9c2229917 Separate prompt to sdxl and sdxl-refiner, add denoising start-end fields, add l2l node(supports both sdxl and sdxl-refiner), add fp32 to vae encode 2023-07-16 06:00:37 +03:00
psychedelicious
5d59dd4b97 feat(nodes): use correctly-typed configuration service in upscale node 2023-07-16 10:54:52 +10:00
Lincoln Stein
ccbfa5d862 resolve conflicts 2023-07-15 19:47:50 -04:00
psychedelicious
7b6159f8d6 feat(nodes): emit model loading events 
- remove dependency on having access to a `node` during emits, would need a bit of additional args passed through the system and I don't think its necessary at this point. this also allowed us to drop an extraneous fetching/parsing of the session from db.
- provide the invocation context to all `get_model()` calls, so the events are able to be emitted
- test all model loading events in the app and confirm socket events are received
 2023-07-16 02:12:01 +10:00
psychedelicious
c7b547ea3e feat(nodes): remove references to restoration services 
- remove restoration services
- remove the restore faces nodes
- update tests
 2023-07-16 01:12:39 +10:00
psychedelicious
74ca87ac9e feat(nodes): add realesrgan node 2023-07-16 01:06:50 +10:00
psychedelicious
d270f21c85 feat(nodes): valid controlnet weights are -1 to 2 2023-07-15 19:56:44 +10:00
psychedelicious
ae72f372be fix(nodes): do not use hardcoded controlnet model 2023-07-15 19:56:44 +10:00
psychedelicious
29b2e59e65 fix(nodes): fix ref to ctx mgr service, missing import 2023-07-15 19:56:44 +10:00
psychedelicious
82fa39b531 feat(nodes): add controlnet nodes type hint 2023-07-15 19:56:44 +10:00
psychedelicious
788dcbde70 fix(nodes): add missing import 2023-07-15 19:56:44 +10:00
Sergey Borisov
6ab9a5e108 Draft 2023-07-15 19:56:44 +10:00
Sergey Borisov
7093e5d033 Pad conditionings using zeros and encoder_attention_mask 2023-07-15 00:52:54 +03:00
Brandon Rising
bd7b59910d Testing onnx in new ui updates 2023-07-14 14:24:15 -04:00
Jonathan
9960d7ca2a
Allow ImageResizeInvocation w/h to take inputs from other nodes (#3765) 2023-07-15 05:34:13 +12:00
psychedelicious
23c1a6b9d5 fix(nodes): make ResizeLatents w/h optional 
now you can connect to them in node editor
 2023-07-14 21:42:42 +10:00
Sergey Borisov
9fb0b0959f Make sde and ancestral schedulers reproducible 2023-07-14 05:25:09 +03:00
Sergey Borisov
d8f88c09ea Fix pink output on a lot of samplers 2023-07-14 05:00:33 +03:00
Brandon Rising
524888bf3b Merge branch 'main' into feat/onnx 2023-07-13 14:23:57 -04:00
blessedcoolant
430b9c291f fix: Loras not working correctly with Inpainting 2023-07-13 22:59:38 +12:00
psychedelicious
50bef87da7 feat(db,nodes,api): refactor metadata 
Metadata for the Linear UI is now sneakily provided via a `MetadataAccumulator` node, which the client populates / hooks up while building the graph.

Additionally, we provide the unexpanded graph with the metadata API response.

Both of these are embedded into the PNGs.

- Remove `metadata` from `ImageDTO`
- Split up the `images/` routes to accomodate this; metadata is only retrieved per-image
- `images/{image_name}` now gets the DTO
- `images/{image_name}/metadata` gets the new metadata
- `images/{image_name}/full` gets the full-sized image file
- Remove old metadata service
- Add `MetadataAccumulator` node, `CoreMetadataField`, hook up to `LatentsToImage` node
- Add `get_raw()` method to `ItemStorage`, retrieves the row from DB as a string, no pydantic parsing
- Update `images`related services to handle storing and retrieving the new metadata
- Add `get_metadata_graph_from_raw_session` which extracts the `graph` from `session` without needing to hydrate the session in pydantic, in preparation for providing it as metadata; also removes all references to the `MetadataAccumulator` node
 2023-07-13 15:40:05 +10:00
Lincoln Stein
75c5ce46bc merged SDXLModelLoader into ModelLoader invocation 2023-07-11 16:33:08 -04:00
Sergey Borisov
358ced6bab SDXL Prompt and t2l nodes draft, add fp32 to vae decode 2023-07-11 18:19:36 +03:00
Lincoln Stein
8e42502dfd partial implementation of SDXL model loader 2023-07-10 20:18:30 -04:00
Lincoln Stein
10d3bccf32
Mac MPS FP16 fixes (#3641) 
This PR is to allow FP16 precision to work on Macs with MPS. In
addition, it centralizes the torch fixes/workarounds required for MPS
into a new backend utility `mps_fixes.py`. This is conditionally
imported in `api_app.py`/`cli_app.py`.

Many MANY thanks to @StAlKeR7779 for patiently working to debug and fix
these issues.
 2023-07-07 17:43:23 -04:00
Eugene Brodsky
97b2ec58e2
Merge branch 'main' into release/invokeai-3-0-alpha 2023-07-07 14:18:12 -04:00
Sergey Borisov
a9e77675a8 Move clip skip to separate node 2023-07-06 17:39:49 +03:00
Sergey Borisov
04b57c408f Add clip skip option to prompt node 2023-07-06 16:09:40 +03:00
Lincoln Stein
83d3a043da merge latest changes from main 2023-07-05 19:15:53 -04:00
Lincoln Stein
021e1eca8e
Merge branch 'main' into mps-fp16-fixes 2023-07-05 13:19:52 -04:00
Sergey Borisov
0ac9dca926 Fix loading diffusers ti 2023-07-05 19:46:00 +03:00
Lincoln Stein
9edf78dd2e merge with main 2023-07-05 09:12:54 -04:00
gogurtenjoyer
ba7345deb4
Merge branch 'main' into mps-fp16-fixes 2023-07-05 07:38:41 -04:00
blessedcoolant
639d88afd6 revert: inference_mode to no_grad 2023-07-05 16:39:15 +12:00
blessedcoolant
c0501ed5c2 fix: Slow loading of Loras 
Co-Authored-By: StAlKeR7779 <7768370+StAlKeR7779@users.noreply.github.com>
 2023-07-05 12:47:34 +10:00
psychedelicious
08d428a5e7 feat(nodes): add lora field, update lora loader 2023-07-05 12:47:34 +10:00
gogurtenjoyer
233869b56a Mac MPS FP16 fixes 
This PR is to allow FP16 precision to work on Macs with MPS. In addition, it centralizes the torch fixes/workarounds
required for MPS into a new backend utility file `mps_fixes.py`. This is conditionally imported in `api_app.py`/`cli_app.py`.

Many MANY thanks to StAlKeR7779 for patiently working to debug and fix these issues.
 2023-07-04 18:10:53 -04:00
blessedcoolant
7e18814dd0 Add standard names for Model Loader Nodes 2023-07-04 14:35:06 +10:00
Lincoln Stein
a8a2209560 VAE loader is loading proper VAE. Unclear if it is changing the image 2023-07-04 14:35:06 +10:00
Lincoln Stein
fa8a5838d3 add vae lodaer 2023-07-04 14:35:06 +10:00
blessedcoolant
6c62f41f2e chore: Change PipelineModels to MainModels 2023-07-04 14:33:56 +10:00
Lincoln Stein
4d2c7806fc quash memory leak when compel invocation called 2023-07-03 14:12:35 -04:00
Lincoln Stein
3937428563 Merge branch 'release/invokeai-3-0-alpha' of github.com:invoke-ai/InvokeAI into release/invokeai-3-0-alpha 2023-07-03 14:11:28 -04:00
Lincoln Stein
ed86d0b708 Union[foo, None]=>Optional[foo] 2023-07-03 12:17:45 -04:00
psychedelicious
fa169b5517 feat(nodes): add ImageCollection node in prep for batch processing 2023-07-04 00:18:27 +10:00
Lincoln Stein
aae60b6142 quash memory leak when compel invocation called 2023-07-03 10:08:10 -04:00
Lincoln Stein
b79740d61d back out torch.no_grad() 2023-07-02 23:03:24 -04:00
Lincoln Stein
fa8ccd2a94 add no_grad() to compel node invoke() method 2023-07-02 18:20:16 -04:00
StAlKeR7779
ac46b129bf
Merge branch 'main' into feat/lora_model_patch 2023-06-28 22:43:58 +03:00
Lincoln Stein
72209d0cc3
Merge branch 'main' into lstein/installer-for-new-model-layout 2023-06-28 14:49:37 -04:00
blessedcoolant
75614bbba3
Merge branch 'main' into feat/nodes/cpu-noise 2023-06-28 18:22:08 +12:00
blessedcoolant
32883adf6e
Merge branch 'main' into feat/controlnet_extras 2023-06-28 17:36:21 +12:00
Kent Keirsey
fc322aa9f7 Update controlnet-aux to 0.0.6 and add LeReS 2023-06-27 23:45:47 -04:00
psychedelicious
73f63853ba fix(nodes): use context for logger in param_easing 2023-06-27 23:30:10 -04:00
psychedelicious
2e14528e4c feat(nodes): default to CPU noise 2023-06-27 13:57:31 +10:00
user1
10d2d85c83 Started to add ControlNet resize_crop and resize_fill options, but commented out, not ready to deploy yet. 2023-06-26 12:03:05 -07:00
user1
af566adf56 For MediapipeFace ControlNet preprocessor, if input image is RGBA format then convert to RGB (otherwise MediapipeFace image processing throws an error) 2023-06-26 04:29:43 -07:00
user1
873c18bc4b Added TileResampler ControlNet preprocessor node. 
Also fixes to SegmentAnything ControlNet preprocessor node.
 2023-06-26 04:27:26 -07:00
Eugene Brodsky
7b97639961
Merge branch 'main' into lstein/installer-for-new-model-layout 2023-06-26 01:24:30 -04:00
Sergey Borisov
5cebf67ee4 Apply lora by patching lora instead of hooks 2023-06-26 03:57:33 +03:00
user1
10e8389fa4 Commenting out LeReS ControlNet image preprocessor until release of controlnet_aux v0.0.6 (supported on controlnet_aux current main, but not on latest release v0.0.5) 2023-06-25 14:25:14 -07:00
user1
414a04774c Added LeReS ControlNet image preprocessor. 2023-06-25 14:19:55 -07:00