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Author SHA1 Message Date
Ryan Dick
545c811bf1 Remove device and dtype members from LoRAModelRaw, they can too easily get out-of-sync with the underlying layer states. 2023-11-02 10:03:17 -07:00
Ryan Dick
2ba5b44ec4 Remove unused _lora_forward_hook(...). 2023-11-02 10:03:17 -07:00
Ryan Dick
7f4ce518b7 auto-format lora.py 2023-11-02 10:03:17 -07:00
Lincoln Stein
5c9046580f
Merge branch 'main' into bugfix/textual-inversion 2023-10-24 14:17:43 -04:00
Lincoln Stein
6cbc69f3b7 support conversion of controlnets from safetensors to diffusers 2023-10-23 22:06:10 -04:00
Lincoln Stein
3546c41f4a close #4975 2023-10-23 18:48:14 -04:00
d8ahazard
fdf02c33d0 Catch generic model errors 
Prevent the app from dying on invalid models.
 2023-10-19 07:28:33 +11:00
Ryan Dick
a078efc0f2 Merge branch 'main' into ryan/multi-image-ip 2023-10-18 08:59:12 -04:00
psychedelicious
252c9a5f5a fix(backend): fix nsfw/watermarker util types 2023-10-18 09:08:13 +11:00
Kent Keirsey
b7555ddae8 Revert "Revert "chore: lint"" 
This reverts commit 38e7eb8878.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
8afc47018b Revert "Revert "Cleaning up (removing diagnostic prints)"" 
This reverts commit 6e697b7b6f.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
a97ec88e06 Revert "Revert "Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time."" 
This reverts commit c04fb451ee.
 2023-10-17 11:59:19 -04:00
Kent Keirsey
282d36b640 Revert "Revert "Fixing some var and arg names."" 
This reverts commit 58a0709c1e.
 2023-10-17 11:59:19 -04:00
psychedelicious
58a0709c1e Revert "Fixing some var and arg names." 
This reverts commit f11ba81a8d.
 2023-10-17 11:59:11 -04:00
psychedelicious
c04fb451ee Revert "Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time." 
This reverts commit 378689a519.
 2023-10-17 11:59:11 -04:00
psychedelicious
6e697b7b6f Revert "Cleaning up (removing diagnostic prints)" 
This reverts commit 06f8a3276d.
 2023-10-17 11:59:11 -04:00
psychedelicious
38e7eb8878 Revert "chore: lint" 
This reverts commit fff29d663d.
 2023-10-17 11:59:11 -04:00
psychedelicious
fff29d663d chore: lint 2023-10-17 19:42:06 +11:00
user1
06f8a3276d Cleaning up (removing diagnostic prints) 2023-10-17 19:42:06 +11:00
user1
378689a519 Changes to _apply_standard_conditioning_sequentially() and _apply_cross_attention_controlled_conditioning() to reflect changes to T2I-Adapter implementation to allow usage of T2I-Adapter and ControlNet at the same time. 
Also, the PREVIOUS commit (@8d3885d, which was already pushed to github repo) was wrongly commented, but too late to fix without a force push or other mucking that I'm reluctant to do. That commit is actually the one that has all the changes to diffusers_pipeline.py to use additional arg down_intrablock_additional_residuals (introduced in diffusers PR https://github.com/huggingface/diffusers/pull/5362) to detangle T2I-Adapter from ControlNet inputs to main UNet.
 2023-10-17 19:42:06 +11:00
user1
f11ba81a8d Fixing some var and arg names. 2023-10-17 19:42:06 +11:00
Millun Atluri
001bba1719
Merge branch 'main' into feat/nodes/freeu 2023-10-17 15:58:00 +11:00
psychedelicious
c238a7f18b feat(api): chore: pydantic & fastapi upgrade 
Upgrade pydantic and fastapi to latest.

- pydantic~=2.4.2
- fastapi~=103.2
- fastapi-events~=0.9.1

**Big Changes**

There are a number of logic changes needed to support pydantic v2. Most changes are very simple, like using the new methods to serialized and deserialize models, but there are a few more complex changes.

**Invocations**

The biggest change relates to invocation creation, instantiation and validation.

Because pydantic v2 moves all validation logic into the rust pydantic-core, we may no longer directly stick our fingers into the validation pie.

Previously, we (ab)used models and fields to allow invocation fields to be optional at instantiation, but required when `invoke()` is called. We directly manipulated the fields and invocation models when calling `invoke()`.

With pydantic v2, this is much more involved. Changes to the python wrapper do not propagate down to the rust validation logic - you have to rebuild the model. This causes problem with concurrent access to the invocation classes and is not a free operation.

This logic has been totally refactored and we do not need to change the model any more. The details are in `baseinvocation.py`, in the `InputField` function and `BaseInvocation.invoke_internal()` method.

In the end, this implementation is cleaner.

**Invocation Fields**

In pydantic v2, you can no longer directly add or remove fields from a model.

Previously, we did this to add the `type` field to invocations.

**Invocation Decorators**

With pydantic v2, we instead use the imperative `create_model()` API to create a new model with the additional field. This is done in `baseinvocation.py` in the `invocation()` wrapper.

A similar technique is used for `invocation_output()`.

**Minor Changes**

There are a number of minor changes around the pydantic v2 models API.

**Protected `model_` Namespace**

All models' pydantic-provided methods and attributes are prefixed with `model_` and this is considered a protected namespace. This causes some conflict, because "model" means something to us, and we have a ton of pydantic models with attributes starting with "model_".

Forunately, there are no direct conflicts. However, in any pydantic model where we define an attribute or method that starts with "model_", we must tell set the protected namespaces to an empty tuple.

```py
class IPAdapterModelField(BaseModel):
    model_name: str = Field(description="Name of the IP-Adapter model")
    base_model: BaseModelType = Field(description="Base model")

    model_config = ConfigDict(protected_namespaces=())
```

**Model Serialization**

Pydantic models no longer have `Model.dict()` or `Model.json()`.

Instead, we use `Model.model_dump()` or `Model.model_dump_json()`.

**Model Deserialization**

Pydantic models no longer have `Model.parse_obj()` or `Model.parse_raw()`, and there are no `parse_raw_as()` or `parse_obj_as()` functions.

Instead, you need to create a `TypeAdapter` object to parse python objects or JSON into a model.

```py
adapter_graph = TypeAdapter(Graph)
deserialized_graph_from_json = adapter_graph.validate_json(graph_json)
deserialized_graph_from_dict = adapter_graph.validate_python(graph_dict)
```

**Field Customisation**

Pydantic `Field`s no longer accept arbitrary args.

Now, you must put all additional arbitrary args in a `json_schema_extra` arg on the field.

**Schema Customisation**

FastAPI and pydantic schema generation now follows the OpenAPI version 3.1 spec.

This necessitates two changes:
- Our schema customization logic has been revised
- Schema parsing to build node templates has been revised

The specific aren't important, but this does present additional surface area for bugs.

**Performance Improvements**

Pydantic v2 is a full rewrite with a rust backend. This offers a substantial performance improvement (pydantic claims 5x to 50x depending on the task). We'll notice this the most during serialization and deserialization of sessions/graphs, which happens very very often - a couple times per node.

I haven't done any benchmarks, but anecdotally, graph execution is much faster. Also, very larges graphs - like with massive iterators - are much, much faster.
 2023-10-17 14:59:25 +11:00
Ryan Dick
3079c75a60 (minor) Make it more clear that shape annotations are just comments and not commented lines of code. 2023-10-16 08:35:32 -04:00
psychedelicious
53b6f0dc73
Merge branch 'main' into ryan/multi-image-ip 2023-10-16 17:16:10 +11:00
blessedcoolant
2c6772f92f
Merge branch 'main' into bugfix/trim-whitespace-from-urls 2023-10-15 17:41:41 +05:30
blessedcoolant
c9d95e5758
Merge branch 'main' into bugfix/ignore-dot-directories-on-model-scan 2023-10-15 17:23:02 +05:30
psychedelicious
48626c40fd fix(backend): handle systems with glibc < 2.33 
`mallinfo2` is not available on `glibc` < 2.33.

On these systems, we successfully load the library but get an `AttributeError` on attempting to access `mallinfo2`.

I'm not sure if the old `mallinfo` will work, and not sure how to install it safely to test, so for now we just handle the `AttributeError`.

This means the enhanced memory snapshot logic will be skipped for these systems, which isn't a big deal.
 2023-10-15 07:56:55 +11:00
Ryan Dick
8464450a53 Add support for multi-image IP-Adapter. 2023-10-14 12:50:33 -04:00
Lincoln Stein
a1001b6d10
Merge branch 'main' into bugfix/ignore-dot-directories-on-model-scan 2023-10-14 10:37:55 -04:00
Lincoln Stein
15cabc4968 Possibly closes #4815 2023-10-12 23:37:05 -04:00
Lincoln Stein
29c3f49182 enable the ram cache slider in invokeai-configure 2023-10-12 23:04:16 -04:00
Lincoln Stein
21d5969942 strip leading and trailing quotes as well as whitespace 2023-10-12 22:35:02 -04:00
Lincoln Stein
52274087f3 close #4536 2023-10-12 21:24:07 -04:00
psychedelicious
9646157ad5 fix: fix test imports 2023-10-12 12:15:06 -04:00
Ryan Dick
40f9e49b5e Demote model cache logs from warning to debug based on the conversation here: https://discord.com/channels/1020123559063990373/1049495067846524939/1161647290189090816 2023-10-11 12:02:46 -04:00
psychedelicious
15b33ad501 feat(nodes): add freeu support 
Add support for FreeU. See:
- https://huggingface.co/docs/diffusers/main/en/using-diffusers/freeu
- https://github.com/ChenyangSi/FreeU

Implementation:
- `ModelPatcher.apply_freeu()` handles the enabling freeu (which is very simple with diffusers).
- `FreeUConfig` model added to hold the hyperparameters.
- `freeu_config` added as optional sub-field on `UNetField`.
- `FreeUInvocation` added, works like LoRA - chain it to add the FreeU config to the UNet
- No support for model-dependent presets, this will be a future workflow editor enhancement

Closes #4845
 2023-10-11 13:49:28 +11:00
Ryan Dick
61242bf86a Fix bug in skip_torch_weight_init() where the original behavior of torch.nn.Conv*d modules wasn't being restored correctly. 2023-10-10 10:05:50 -04:00
Ryan Dick
58b56e9b1e Add a skip_torch_weight_init() context manager to improve model load times (from disk). 2023-10-09 14:12:56 -04:00
Lincoln Stein
fe0cf2c160 remove hardcoded subfolder name from model downloader 2023-10-08 17:45:39 -04:00
Ryan Dick
971ccfb081 Refactor multi-IP-Adapter to clean up the interface around changing scales. 2023-10-06 20:43:43 -04:00
Ryan Dick
43a3c3c7ea Fix typo in setting IP-Adapter scales. 2023-10-06 20:43:43 -04:00
Ryan Dick
4df1cdb34d Tidy _prepare_attention_processors(...) logic. 2023-10-06 20:43:43 -04:00
Ryan Dick
d8d0c9af09 Fix handling of scales with multiple IP-Adapters. 2023-10-06 20:43:43 -04:00
Ryan Dick
26b91a538a Fixes to get IP-Adapter tests working with new multi-IP-Adapter support. 2023-10-06 20:43:43 -04:00
Ryan Dick
7ca456d674 Update IP-Adapter model to enable running multiple IP-Adapters at once. (Not tested yet.) 2023-10-06 20:43:43 -04:00
Ryan Dick
78828b6b9c WIP - Accept a list of IPAdapterFields in DenoiseLatents. 2023-10-06 20:43:43 -04:00
Ryan Dick
4f97bd4418
Merge branch 'main' into ryan/model-tests 2023-10-06 19:47:28 -04:00
Ryan Dick
e0e001758a Remove @slow decorator in favor of @pytest.mark.slow. 2023-10-06 18:26:06 -04:00
Ryan Dick
096d195d6e
Merge branch 'main' into ryan/model-cache-logging-only 2023-10-06 09:52:45 -04:00
Ryan Dick
1c8b1fbc53 POC of a test that depends on models. 2023-10-05 15:35:58 -04:00
Ryan Dick
78377469db
Add support for T2I-Adapter in node workflows (#4612) 
* Bump diffusers to 0.21.2.

* Add T2IAdapterInvocation boilerplate.

* Add T2I-Adapter model to model-management.

* (minor) Tidy prepare_control_image(...).

* Add logic to run the T2I-Adapter models at the start of the DenoiseLatentsInvocation.

* Add logic for applying T2I-Adapter weights and accumulating.

* Add T2IAdapter to MODEL_CLASSES map.

* yarn typegen

* Add model probes for T2I-Adapter models.

* Add all of the frontend boilerplate required to use T2I-Adapter in the nodes editor.

* Add T2IAdapterModel.convert_if_required(...).

* Fix errors in T2I-Adapter input image sizing logic.

* Fix bug with handling of multiple T2I-Adapters.

* black / flake8

* Fix typo

* yarn build

* Add num_channels param to prepare_control_image(...).

* Link to upstream diffusers bugfix PR that currently requires a workaround.

* feat: Add Color Map Preprocessor

Needed for the color T2I Adapter

* feat: Add Color Map Preprocessor to Linear UI

* Revert "feat: Add Color Map Preprocessor"

This reverts commit a1119a00bf.

* Revert "feat: Add Color Map Preprocessor to Linear UI"

This reverts commit bd8a9b82d8.

* Fix T2I-Adapter field rendering in workflow editor.

* yarn build, yarn typegen

---------

Co-authored-by: blessedcoolant <54517381+blessedcoolant@users.noreply.github.com>
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-10-05 16:29:16 +11:00
Ryan Dick
fbe6452c45 Add support for IPAdapterPlusXL based on 6219530507. 2023-10-04 22:35:17 -04:00
Ryan Dick
2479a59e5e Re-enable garbage collection in model cache MemorySnapshots. 2023-10-03 15:18:47 -04:00
Ryan Dick
7d0ac2c36d (minor) clean up typos. 2023-10-03 15:00:03 -04:00
Ryan Dick
519b892f0c Add unit test for Struct_mallinfo2.__str__() 2023-10-03 14:25:34 -04:00
Ryan Dick
763dcacfd3 Add unit test for get_pretty_snapshot_diff(...). 2023-10-03 14:25:34 -04:00
Ryan Dick
22a84930f6 Disable garbage collection in ModelCache calls to MemorySnapshot in order minimize snapshot overhead. 2023-10-03 14:25:34 -04:00
Ryan Dick
d64e17e043 Add README with info about glib memory fragmentation caused by the model cache. 2023-10-03 14:25:34 -04:00
Ryan Dick
ba54277011 Catch a more specific exception in environments that do not have a libc shared library. 2023-10-03 14:25:34 -04:00
Ryan Dick
5915a4a51c Minor fixes. 2023-10-03 14:25:34 -04:00
Ryan Dick
4580ba0d87 Remove logic to update model cache size estimates dynamically. 2023-10-03 14:25:34 -04:00
Ryan Dick
b9fd2e9e76 Improve get_pretty_snapshot_diff(...) message formatting. 2023-10-03 14:25:34 -04:00
Ryan Dick
75b65597af Add malloc info to MemorySnapshot. 2023-10-03 14:25:34 -04:00
Ryan Dick
2a3c0ab5d2 Move MemorySnapshot to its own file. 2023-10-03 14:25:34 -04:00
Ryan Dick
7d61373b82 Add LibcUtil class. 2023-10-03 14:25:34 -04:00
Ryan Dick
7d65555a5a Fix type error in torch device comparison. 2023-10-03 14:25:34 -04:00
Ryan Dick
123f2b2dbc Update cache model size estimates based on changes in VRAM when moving models to/from CUDA. 2023-10-03 14:25:34 -04:00
Ryan Dick
1e4e42556e Update model cache device comparison to treat 'cuda' and 'cuda:0' as the same device type. 2023-10-03 14:25:34 -04:00
Ryan Dick
1f6699ac43 Consolidate all model.to(...) calls in the model cache to use a utility function with better logging. 2023-10-03 14:25:34 -04:00
Ryan Dick
ace8665411 Add warning log if moving a model from cuda to cpu causes unexpected change in VRAM usage. 2023-10-03 14:25:34 -04:00
Ryan Dick
7fa5bae8fd Add warning log if moving model from RAM to VRAM causes an unexpected change in VRAM usage. 2023-10-03 14:25:34 -04:00
Ryan Dick
f9faca7c91 Add warning log if model mis-reports its required cache memory before load from disk. 2023-10-03 14:25:34 -04:00
Ryan Dick
594fd3ba6d Add debug logging of changes in RAM and VRAM for all model cache operations. 2023-10-03 14:25:34 -04:00
Ryan Dick
44d68f5ed5 Auto-format model_cache.py. 2023-10-03 14:25:34 -04:00
psychedelicious
045d3f6139 chore: flake8 2023-09-28 13:49:31 +10:00
Lincoln Stein
f6bbcd0589 remove dangling debug statement 2023-09-27 22:26:26 -04:00
Lincoln Stein
ada22a799e remove dangling debug statement 2023-09-27 22:26:06 -04:00
Lincoln Stein
034af2d9f8 enable downloading from subfolders for repo_ids 2023-09-27 22:11:56 -04:00
Ryan Dick
0fc14afcf0
Merge branch 'main' into bug/ip-adapter-calc-size 2023-09-27 09:42:51 -04:00
Lincoln Stein
3fd27b1aa9 run correct version of black 2023-09-26 08:03:34 -04:00
Lincoln Stein
d59e534cad use heuristic to select RAM cache size during headless install; blackified 2023-09-26 08:03:34 -04:00
Ryan Dick
399ebe443e Fix IP-Adapter calculation of memory footprint. 2023-09-25 18:28:10 -04:00
Lincoln Stein
43ebd68313
Merge branch 'main' into install/install-ip-adapters 2023-09-24 23:19:25 -04:00
Lincoln Stein
912087e4dc blackify 2023-09-24 19:00:38 -04:00
Lincoln Stein
593fb95213 ip_adapter_sd15 & its encoder will now be installed by default during headless install 2023-09-24 19:00:21 -04:00
Lincoln Stein
a1d9e6b871
Merge branch 'main' into bugfix/probe_ip_adapter 2023-09-24 15:39:43 -04:00
Lincoln Stein
e34e6d6e80 enable v_prediction for sd-1 models 2023-09-24 12:22:29 -04:00
Lincoln Stein
86cb53342a fix probing for ip_adapter folders 2023-09-23 22:32:03 -04:00
Lincoln Stein
25a71a1791
Merge branch 'main' into refactor/rename-get-logger 2023-09-23 14:49:07 -07:00
Ryan Dick
bf62553150 (minor) Update documentation to reflect that a bug was fixed in InvokeAI/ip_adapter_sdxl_vit_h by e178288fb6 2023-09-20 20:18:33 -04:00
Lincoln Stein
0960518088 add techjedi's database maintenance script 2023-09-20 17:46:49 -04:00
Kevin Turner
b1b5f70ea6
Merge branch 'main' into feat/taesd 2023-09-20 12:54:17 -07:00
Kevin Turner
e487bcd0f7 feat(model management): guess whether a VAE is for SDXL based on its name 2023-09-20 12:07:12 -07:00
Kevin Turner
e0f8274f49 feat(model management): guess whether a VAE is for SDXL based on its name 2023-09-20 12:06:55 -07:00
Lincoln Stein
0420874f56 reimplement the old invokeai-metadata command 2023-09-20 13:49:29 -04:00
Kevin Turner
f222b871e9 Merge remote-tracking branch 'origin/main' into feat/taesd 
# Conflicts:
#	invokeai/backend/model_management/model_probe.py
 2023-09-20 10:46:55 -07:00
Ryan Dick
92b49e45bb Address flake8 error. 2023-09-18 16:33:16 -04:00
Ryan Dick
b05b8ef677 Switch to using torch 2.0 attention for IP-Adapter (more memory-efficient). 2023-09-18 16:30:53 -04:00
blessedcoolant
e0dddbd38e chore: fix isort issues 2023-09-17 12:13:03 +12:00
blessedcoolant
b7773c9962 chore: black & lint fixes 2023-09-17 12:00:21 +12:00
user1
c48e648cbb Added per-step setting of IP-Adapter weights (for param easing, etc.) 2023-09-16 12:36:16 -07:00
user1
7ee13879e3 Added check in IP-Adapter to avoid begin/end step percent handling if use of IP-Adapter is already turned off due to potential clash with other cross attention control. 2023-09-16 09:29:50 -07:00
user1
ced297ed21 Initial implementation of IP-Adapter "begin_step_percent" and "end_step_percent" for controlling on which steps IP-Adapter is applied in the denoising loop. 2023-09-16 08:24:12 -07:00
Ryan Dick
343df03a92 isort 2023-09-15 13:18:00 -04:00
Ryan Dick
b57acb7353 Merge branch 'main' into feat/ip-adapter 2023-09-15 13:15:25 -04:00
Kent Keirsey
afe9756667
Merge branch 'main' into feat/taesd 2023-09-15 12:19:19 -04:00
Sergey Borisov
ff3150a818 Update lora hotfix to new diffusers version(scale argument added) 2023-09-15 12:19:01 -04:00
Ryan Dick
16664da5b6 black 2023-09-14 23:49:02 -04:00
Ryan Dick
c104807201 Update list of supported IP-Adapters. 2023-09-14 23:43:19 -04:00
Ryan Dick
990ce9a1da Lookup IP-Adapter linked image encoder from disk instead of storing in model config metadata. 2023-09-14 23:06:57 -04:00
Ryan Dick
c2f074dc2f Fix python static checks. 2023-09-14 16:48:47 -04:00
Ryan Dick
fca60862e2 Add README.md describing IP-Adapter model formats. 2023-09-14 16:02:07 -04:00
Ryan Dick
94c186bb4c Fix bug in IPAdapter.to(...). 2023-09-14 15:45:25 -04:00
Ryan Dick
a22c8cb3a1 Improve robustness of check for IPAdapter vs IPAdapterPlus. 2023-09-14 15:25:41 -04:00
Ryan Dick
781e8521d5 Eliminate the need for IPAdapter.initialize(). 2023-09-14 15:02:59 -04:00
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
d5160648d0 Add support for downloading IP-Adapter models from HF. 2023-09-14 11:18:43 -04:00
Ryan Dick
6d0ea42a94 Get CLIPVision model download from HF working. 2023-09-14 09:54:10 -04:00
Ryan Dick
2c1100509f Add BaseModelType.Any to be used by CLIPVisionModel. 2023-09-14 08:19:55 -04:00
Ryan Dick
c34b359c36 (minor) Remove duplicate TODO. 2023-09-13 21:25:20 -04:00
Ryan Dick
77d135967f Update IPAdapterModel to respect requested torch_dtype. 2023-09-13 21:06:42 -04:00
Ryan Dick
ebf26687cb (minor) Remove unnecessary TODO. 2023-09-13 21:03:42 -04:00
Ryan
2f5e923008 Removed duplicate import in model_cache.py 2023-09-13 19:33:43 -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
3d52656176 Add CLIPVisionModel to model management. 2023-09-13 17:14:20 -04:00
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
Ryan Dick
0d823901ef Add IPAdapter to model_management __init__.py 2023-09-13 08:27:24 -04:00
Ryan Dick
7ee55489bb Improve model search warning messages. 2023-09-13 08:27:24 -04:00
Ryan Dick
163ece9aee Initial skeleton for IPAdapter model management. 2023-09-13 08:27:24 -04:00
Martin Kristiansen
e467ca7f1b Apply black, isort, flake8 2023-09-12 13:01:58 -04:00
Martin Kristiansen
e88d7c242f isort wip 3 2023-09-12 13:01:58 -04:00
Martin Kristiansen
caea6d11c6 isort wip 2 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
50a0691514 flake8 2023-09-08 18:05:31 -04:00
Ryan Dick
a255624984 black 2023-09-08 17:55:23 -04:00
Ryan Dick
2630fe3608 Remove unused ip_adapter/utils.py file. 2023-09-08 16:25:34 -04:00
Ryan Dick
6ca6cf713c Tidy IPAdapter. Add types, improve field/method naming. 2023-09-08 16:00:58 -04:00
Ryan Dick
3f7d5b4e0f Remove redundant IPAdapterXL class. 2023-09-08 15:46:10 -04:00
Ryan Dick
91596d9527 Re-factor IPAdapter to patch UNet in a context manager. 2023-09-08 15:39:22 -04:00
Ryan Dick
d669f0855d Comment unused IPAdapter generate(...) methods. 2023-09-08 13:12:42 -04:00
Ryan Dick
b2d5b53b5f Pass IP-Adapter conditioning via cross_attention_kwargs instead of concatenating to the text embedding. This avoids interference with other features that manipulate the text embedding (e.g. long prompts). 2023-09-08 11:47:36 -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
c2d43f007b Specify the image_embedding_len in the IPAttnProcessor rather than the text embedding length. This enables the IPAttnProcessor to handle text embeddings of varying lengths. 2023-09-07 18:20:21 -04:00
Ryan Dick
7703bf2ca1 Delete IP-Adapter copies of AttnProcessor and AttnProcessor2_0, which were unmodified from diffusers. 2023-09-07 15:00:13 -04:00
Millun Atluri
b5e1ba34b3
Merge branch 'main' into refactor/rename-get-logger 2023-09-07 23:19:59 +10:00
Ryan Dick
23fdf0156f Clean up IP-Adapter in diffusers_pipeline.py - WIP 2023-09-06 20:42:20 -04:00
Ryan Dick
d776e0a0a9 Split ControlField and IpAdapterField. 2023-09-06 17:03:37 -04:00
Lincoln Stein
c54c1f603b
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-05 07:09:39 -04:00
blessedcoolant
f44496a579 Merge branch 'main' into feat/ip-adapter 2023-09-05 15:22:15 +12:00
psychedelicious
95ecb1a0c1 fix(ip_adapter): add None to types 2023-09-05 12:30:00 +10:00
blessedcoolant
a9fafad5b5 chore: sync, lint & update 2023-09-05 14:17:23 +12:00
Lincoln Stein
d2e327add9 install models/core/misc/lama/lama.pt 2023-09-04 21:54:40 -04:00
psychedelicious
58aa159a50 fix(backend): fix remaining instances of getLogger() 2023-09-05 10:43:30 +10:00
psychedelicious
d8f7c19030
Merge branch 'main' into refactor/rename-get-logger 2023-09-05 10:37:53 +10:00
blessedcoolant
3ac68cde66 chore: flake8 cleanup 2023-09-05 12:07:12 +12:00
blessedcoolant
65a76a086b cleanup: Some basic cleanup 2023-09-05 11:54:28 +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
917c2c480e Merge branch 'main' into lama-infill 2023-09-03 23:16:34 +12:00
blessedcoolant
f1f7778e73
Merge branch 'main' into chore/clean-up-unused-files 2023-09-03 02:59:31 +12:00
Lincoln Stein
c965d3eb6b
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-02 10:08:13 -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
Lincoln Stein
6f6d920686
[Feature] Support the XL inpainting model (#4431) 
* add StableDiffusionXLInpaintPipeline to probe list

* add StableDiffusionXLInpaintPipeline to probe list

* Blackified (?)

---------

Authored-by: Lincoln Stein <lstein@gmail.com>
Mucked about with to get it merged by: Kent Keirsey <31807370+hipsterusername@users.noreply.github.com>
 2023-09-01 22:58:14 -04:00
psychedelicious
4b78deba92
Merge branch 'main' into bugfix/set-vram-on-macs 2023-09-02 11:33:20 +10:00
psychedelicious
b761807219
Merge branch 'main' into feat/ip-adapter 2023-09-02 11:31:08 +10:00
psychedelicious
9cb04f6f80 chore: remove unused files 2023-09-02 11:12:19 +10:00
blessedcoolant
48484e9fc8 Merge branch 'main' into lama-infill 2023-09-02 11:08:31 +12:00
blessedcoolant
a12fbc7406 chore: black fix 2023-09-02 10:51:53 +12:00
Sergey Borisov
5151798a16 Cleanup memory after model run 2023-09-01 20:50:39 +03:00
blessedcoolant
1a9f552a75 experimental: Add CV2 Infill 2023-09-02 04:48:18 +12:00
user1
fb1b03960e Added IP-Adapter SDXL support. Added IP-Adapter "Plus" (more detail) model support. 2023-09-01 04:40:30 -07:00
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
Kevin Turner
bc1bce18b0 Merge branch 'main' into feat/taesd 2023-08-31 20:26:10 -07:00
Lincoln Stein
44b49c7f2d fixed true source of problem 2023-08-31 22:55:17 -04:00
Lincoln Stein
52a5f1f56f prevent from trying to set vram on macs 2023-08-31 22:50:53 -04:00
blessedcoolant
b94ec14853 chore: Black lint fix 2023-09-01 09:19:10 +12:00
blessedcoolant
54cda8ea42 chore: Change LaMA log statement to use InvokeAI Logger 2023-09-01 09:17:41 +12:00
Lincoln Stein
b567d65032 blackify and rerun frontend build 2023-08-31 10:35:17 -04:00
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
9f86cfa471 Working POC of IP-Adapters. Not fully nodified yet. 2023-08-30 17:28:30 -07:00
user1
8c1390166f Modifying code from https://github.com/tencent-ailab/IP-Adapter. Also adding license notice at top. 2023-08-30 17:28:30 -07:00
user1
1ad98ce999 Core ip_adapter files from https://github.com/tencent-ailab/IP-Adapter 
Copied into InvokeAI since IP-Adapter repo is not a package. Is there a better way to do this for non-packaged Python code while still keeping InvokeAI install easy?
 2023-08-30 17:28:30 -07:00
Lincoln Stein
83163ddd9a fix migrate script to work when autoimport directories are None 2023-08-30 18:46:17 -04:00
Sergey Borisov
8562dbaaa8 Hotfix to make second order schedulers work with mask 2023-08-30 02:18:08 +03:00
blessedcoolant
cfee8d9804 chore: seamless print statement cleanup 2023-08-29 13:09:30 +12:00
blessedcoolant
4196c669a0 chore: black / flake lint errors 2023-08-29 12:57:26 +12:00
blessedcoolant
a1398dec91 Merge branch 'main' into pr/4112 2023-08-29 12:56:59 +12:00
blessedcoolant
605e13eac0 chore: black fix 2023-08-29 07:50:17 +12:00
Kent Keirsey
2a1d7342a7 Seamless Patch from Stalker 2023-08-28 15:48:05 -04:00
blessedcoolant
99475ab800 chore: pyflake lint fixes 2023-08-29 05:16:23 +12:00
Sergey Borisov
2bf747caf6 Blackify 2023-08-28 18:36:27 +03:00
StAlKeR7779
cd548f73fd
Merge branch 'main' into feat_compel_and 2023-08-28 18:31:41 +03:00
Sergey Borisov
bb085c5fba Move monkeypatch for diffusers/torch bug to hotfixes.py 2023-08-28 18:29:49 +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
Kent Keirsey
5fdd25501b updates per stalkers comments 2023-08-27 22:54:53 -04:00
Sergey Borisov
b65c9ad612 Add monkeypatch for xformers to align unaligned attention_mask 2023-08-28 04:50:58 +03:00
Millun Atluri
24132a7950
Merge branch 'main' into refactor/rename-get-logger 2023-08-28 11:38:37 +10:00
StAlKeR7779
3e6c49001c
Change antialias to True as input - image 
Co-authored-by: Lincoln Stein <lincoln.stein@gmail.com>
 2023-08-28 02:54:39 +03:00
Kent Keirsey
ea40a7844a add VAE 2023-08-27 14:53:57 -04:00
Kent Keirsey
0d2e194213 Fixed dict error 2023-08-27 14:21:56 -04:00
Kent Keirsey
3de45af734 updates 2023-08-27 14:13:00 -04:00
Sergey Borisov
526c7e7737 Provide antialias argument as behaviour will be changed in future(deprecation warning) 2023-08-27 20:04:55 +03:00
blessedcoolant
e9633a3adb Merge branch 'main' into fix/inpaint_gen 2023-08-27 02:54:19 +12:00
Kevin Turner
dff466244d Merge remote-tracking branch 'origin/main' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-25 15:21:47 -07:00
Lincoln Stein
0bf5fee1b2 correct solution to crash 2023-08-24 23:16:03 -04:00
Lincoln Stein
8114fc7bc2 UI tweak to column select 2023-08-24 23:16:03 -04:00
Lincoln Stein
f9d2bcce04 blackify 2023-08-24 23:16:03 -04:00
Lincoln Stein
84bf2a03e9 fix crash that occurs when no invokeai.yaml is present 2023-08-24 23:16:03 -04:00
blessedcoolant
fa3fcd7820 cleanup: Lama 2023-08-23 23:05:29 -04:00
blessedcoolant
5eb6148336 chore: black fix 2023-08-23 23:05:29 -04:00
blessedcoolant
49892faee4 experimental: LaMa Infill 2023-08-23 23:05:29 -04:00
Lincoln Stein
45d172d5a8
Merge branch 'main' into refactor/rename-get-logger 2023-08-20 16:08:32 -04:00
Lincoln Stein
ef317be1f9 blackify (again) 2023-08-20 15:46:12 -04:00
Lincoln Stein
027b84d1aa add noqa comments to util/__init__ 2023-08-20 15:43:17 -04:00
Lincoln Stein
11b670755d fix flake8 error 2023-08-20 15:39:45 -04:00
Lincoln Stein
a536719fc3 blackify 2023-08-20 15:27:51 -04:00
Lincoln Stein
8e6d88e98c resolve merge conflicts 2023-08-20 15:26:52 -04:00
Kevin Turner
6f9c1c6d4e Merge remote-tracking branch 'origin/dep/diffusers020' into feat/taesd 
# Conflicts:
#	invokeai/app/invocations/latent.py
 2023-08-18 14:19:27 -07:00
Kevin Turner
2fef478497 fix(convert_ckpt): Removed is_safetensors_available as safetensors is now a required dependency. 2023-08-18 11:05:59 -07:00
Kevin Turner
6df6abf6f6
Merge branch 'main' into dep/diffusers020 2023-08-18 11:02:52 -07:00
psychedelicious
3c43594c26 Merge branch 'main' into fix/inpaint_gen 2023-08-18 15:57:48 +10:00
Martin Kristiansen
ce465acf04 Fixed OnnxRuntimeModel import 2023-08-18 15:52:04 +10:00
Martin Kristiansen
33ee418d8c Fixing class level import 2023-08-18 15:52:04 +10:00
Martin Kristiansen
537ae2f901 Resolving merge conflicts for flake8 2023-08-18 15:52:04 +10:00
Kevin Turner
26a7b7b66d feat(model_probe): provide more clues when we fail to load a model. 2023-08-17 20:08:53 -07:00
Kevin Turner
8611ffe32d feat(TAESD): support TAESD — Tiny Autoencoder for Stable Diffusion 2023-08-17 20:08:53 -07:00
Kevin Turner
98a4cc20a9
Merge branch 'main' into dep/diffusers020 2023-08-17 20:04:11 -07:00
Lincoln Stein
e2bdcc0271
Merge branch 'main' into refactor/rename-performance-options 2023-08-17 22:36:08 -04:00
Lincoln Stein
ffd0f5924b pass lazy_offload to model cache 2023-08-17 22:35:16 -04:00
Sergey Borisov
cfd827cfad Added node for creating mask inpaint 2023-08-18 04:07:40 +03:00
Lincoln Stein
3cb6d333f6
Merge branch 'main' into refactor/rename-get-logger 2023-08-17 20:31:30 -04:00
Lincoln Stein
1d107f30e5 remove getLogger() completely 2023-08-17 19:17:38 -04:00
Lincoln Stein
79084e9e20 Merge branch 'main' into refactor/rename-get-logger 2023-08-17 19:01:17 -04:00
Lincoln Stein
4ebe839d54
Merge branch 'main' into bugfix/enable-links-in-autoimport 2023-08-17 18:55:45 -04:00
Lincoln Stein
bc16b50302 add followlinks to all os.walk() calls 2023-08-17 18:54:18 -04:00
Kevin Turner
4267132926 dep(diffusers): upgrade diffusers to 0.20 
Removed `is_safetensors_available` as safetensors is now a required dependency of diffusers.
 2023-08-17 13:42:29 -07:00
Lincoln Stein
e9a294f733
Merge branch 'main' into fix/inpaint_gen 2023-08-17 16:13:33 -04:00
Lincoln Stein
b69f26c85c add support for "balanced" attention slice size 2023-08-17 16:11:09 -04:00
Lincoln Stein
1102c12084
Merge branch 'main' into fix/sdxl_controlnet 2023-08-17 15:40:51 -04:00
Lincoln Stein
b5cee7d20c blackify chore 2023-08-17 15:40:15 -04:00
Lincoln Stein
23b4e1cea0
Merge branch 'main' into refactor/rename-performance-options 2023-08-17 14:43:00 -04:00