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414851f2f0
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52 Commits

Author SHA1 Message Date
blessedcoolant
414851f2f0 fix: raise and present the runtime error from the exception 2024-04-03 20:21:50 +05:30
blessedcoolant
2dcbb7223b fix: use Path for ip_adapter_ckpt_path instead of str 2024-04-03 20:21:03 +05:30
blessedcoolant
14a9f74b17 cleanup: use load_file of safetensors directly for loading ip adapters 2024-04-03 12:40:13 +05:30
blessedcoolant
1372ef15b3 fix: Fail when unexpected keys are found in IP Adapter models 2024-04-03 12:40:11 +05:30
blessedcoolant
be1212de9a fix: Raise a better error when incorrect CLIP Vision model is used 2024-04-03 12:40:10 +05:30
blessedcoolant
936b99bd3c chore: improve types in ip_adapter backend file 2024-04-03 12:40:02 +05:30
blessedcoolant
67afb1763e wip: Initial implementation of safetensor support for IP Adapter 2024-04-03 12:39:52 +05:30
psychedelicious
5a3195f757 final tidying before marking PR as ready for review 
- Replace AnyModelLoader with ModelLoaderRegistry
- Fix type check errors in multiple files
- Remove apparently unneeded `get_model_config_enum()` method from model manager
- Remove last vestiges of old model manager
- Updated tests and documentation

resolve conflict with seamless.py
 2024-03-01 10:42:33 +11:00
Lincoln Stein
5d612ec095 Tidy names and locations of modules 
- Rename old "model_management" directory to "model_management_OLD" in order to catch
  dangling references to original model manager.
- Caught and fixed most dangling references (still checking)
- Rename lora, textual_inversion and model_patcher modules
- Introduce a RawModel base class to simplfy the Union returned by the
  model loaders.
- Tidy up the model manager 2-related tests. Add useful fixtures, and
  a finalizer to the queue and installer fixtures that will stop the
  services and release threads.
 2024-03-01 10:42:33 +11:00
Lincoln Stein
a23dedd2ee make model manager v2 ready for PR review 
- Replace legacy model manager service with the v2 manager.

- Update invocations to use new load interface.

- Fixed many but not all type checking errors in the invocations. Most
  were unrelated to model manager

- Updated routes. All the new routes live under the route tag
  `model_manager_v2`. To avoid confusion with the old routes,
  they have the URL prefix `/api/v2/models`. The old routes
  have been de-registered.

- Added a pytest for the loader.

- Updated documentation in contributing/MODEL_MANAGER.md
 2024-03-01 10:42:33 +11:00
Ryan Dick
693c6cf5e4 Add support for IPAdapterFull models. The changes are based on this upstream PR: https://github.com/tencent-ailab/IP-Adapter/pull/139 . 2023-11-29 15:07:21 -08:00
psychedelicious
6494e8e551 chore: ruff format 2023-11-11 10:55:40 +11:00
psychedelicious
513fceac82 chore: ruff check - fix pycodestyle 2023-11-11 10:55:33 +11:00
psychedelicious
99a8ebe3a0 chore: ruff check - fix flake8-bugbear 2023-11-11 10:55:28 +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
Ryan Dick
8464450a53 Add support for multi-image IP-Adapter. 2023-10-14 12:50:33 -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
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
fbe6452c45 Add support for IPAdapterPlusXL based on 6219530507. 2023-10-04 22:35:17 -04:00
Ryan Dick
399ebe443e Fix IP-Adapter calculation of memory footprint. 2023-09-25 18:28:10 -04:00
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
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
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
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
1c8991a3df Use CLIPVisionModel under model management for IP-Adapter. 2023-09-13 19:10:02 -04:00
Ryan Dick
3ee9a21647 Initial (barely) working version of IP-Adapter model management. 2023-09-13 08:27:24 -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
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
psychedelicious
95ecb1a0c1 fix(ip_adapter): add None to types 2023-09-05 12:30:00 +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