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Commit Graph

1112 Commits

Author SHA1 Message Date
Sayak Paul
d87fe95f90 [Chore] add LoraLoaderMixin to the inits (#8981)
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space

* rewrite fuse_lora a bit.

* feedback

* copy over load_lora_into_text_encoder.

* address dhruv's feedback.

* fix-copies

* fix issubclass.

* num_fused_loras

* fix

* fix

* remove mapping

* up

* fix

* style

* fix-copies

* change to SD3TransformerLoRALoadersMixin

* Apply suggestions from code review

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

* handle wuerstchen

* up

* move lora to lora_pipeline.py

* up

* fix-copies

* fix documentation.

* comment set_adapters().

* fix-copies

* fix set_adapters() at the model level.

* fix?

* fix

* loraloadermixin.

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2024-07-26 08:59:33 +05:30
YiYi Xu
62863bb1ea Revert "[LoRA] introduce LoraBaseMixin to promote reusability." (#8976)
Revert "[LoRA] introduce LoraBaseMixin to promote reusability. (#8774)"

This reverts commit 527430d0a4.
2024-07-25 09:10:35 -10:00
Sayak Paul
527430d0a4 [LoRA] introduce LoraBaseMixin to promote reusability. (#8774)
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space

* rewrite fuse_lora a bit.

* feedback

* copy over load_lora_into_text_encoder.

* address dhruv's feedback.

* fix-copies

* fix issubclass.

* num_fused_loras

* fix

* fix

* remove mapping

* up

* fix

* style

* fix-copies

* change to SD3TransformerLoRALoadersMixin

* Apply suggestions from code review

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

* handle wuerstchen

* up

* move lora to lora_pipeline.py

* up

* fix-copies

* fix documentation.

* comment set_adapters().

* fix-copies

* fix set_adapters() at the model level.

* fix?

* fix

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2024-07-25 21:40:58 +05:30
Aryan
3ae0ee88d3 [tests] speed up animatediff tests (#8846)
* speed up animatediff tests

* fix pia test_ip_adapter_single

* fix tests/pipelines/pia/test_pia.py::PIAPipelineFastTests::test_dict_tuple_outputs_equivalent

* update

* fix ip adapter tests

* skip test_from_pipe_consistent_config tests

* fix prompt_embeds test

* update test_from_pipe_consistent_config tests

* fix expected_slice values

* remove temporal_norm_num_groups from UpBlockMotion

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2024-07-25 17:35:43 +05:30
Sayak Paul
d8bcb33f4b [Tests] fix slices of 26 tests (first half) (#8959)
* check for assertions.

* update with correct slices.

* okay

* style

* get it ready

* update

* update

* update

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
2024-07-25 14:56:49 +05:30
Dhruv Nair
93983b6780 [CI] Skip flaky download tests in PR CI (#8945)
update
2024-07-24 09:25:06 +05:30
Sayak Paul
41b705f42d remove residual i from auraflow. (#8949)
* remove residual i.

* rename to aura_flow in pipeline test
2024-07-24 07:31:54 +05:30
Sayak Paul
50d21f7c6a [Core] fix QKV fusion for attention (#8829)
* start debugging the problem,

* start

* fix

* fix

* fix imports.

* handle hunyuan

* remove residuals.

* add a check for making sure there's appropriate procs.

* add more rigor to the tests.

* fix test

* remove redundant check

* fix-copies

* move check_qkv_fusion_matches_attn_procs_length and check_qkv_fusion_processors_exist.
2024-07-24 06:52:19 +05:30
Vinh H. Pham
7a95f8d9d8 [Tests] Improve transformers model test suite coverage - Temporal Transformer (#8932)
* add test for temporal transformer

* remove unused variable

* fix code quality

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-07-23 15:36:30 +05:30
Aritra Roy Gosthipaty
8b21feed42 [Tests] reduce the model size in the audioldm2 fast test (#7846)
* chore: initial model size reduction

* chore: fixing expected values for failing tests

* requested edits

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-07-23 14:34:07 +05:30
Sayak Paul
af400040f5 [Tests] proper skipping of request caching test (#8908)
proper skipping of request caching test
2024-07-22 12:52:57 -10:00
shinetzh
3b04cdc816 fix loop bug in SlicedAttnProcessor (#8836)
* fix loop bug in SlicedAttnProcessor


---------

Co-authored-by: neoshang <neoshang@tencent.com>
2024-07-19 18:14:29 -10:00
Sayak Paul
0f09b01ab3 [Core] fix: shard loading and saving when variant is provided. (#8869)
fix: shard loading and saving when variant is provided.
2024-07-17 08:26:28 +05:30
Tolga Cangöz
e87bf62940 [Cont'd] Add the SDE variant of ~~DPM-Solver~~ and DPM-Solver++ to DPM Single Step (#8269)
* Add the SDE variant of DPM-Solver and DPM-Solver++ to DPM Single Step


---------

Co-authored-by: cmdr2 <secondary.cmdr2@gmail.com>
2024-07-16 15:40:02 -10:00
Aryan
bbd2f9d4e9 [tests] fix typo in pag tests (#8845)
* fix typo in pag tests

* fix typo
2024-07-12 17:41:34 +05:30
Nguyễn Công Tú Anh
d704b3bf8c add PAG support sd15 controlnet (#8820)
* add pag support sd15 controlnet

* fix quality import

* remove unecessary import

* remove if state

* fix tests

* remove useless function

* add sd1.5 controlnet pag docs

---------

Co-authored-by: anhnct8 <anhnct8@fpt.com>
2024-07-12 15:42:56 +05:30
Dhruv Nair
11d18f3217 Add single file loading support for AnimateDiff (#8819)
* update

* update

* update

* update
2024-07-12 09:51:57 +05:30
Sayak Paul
2261510bbc [Core] Add AuraFlow (#8796)
* add lavender flow transformer

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
2024-07-11 08:50:19 -10:00
Álvaro Somoza
87b9db644b [Core] Add Kolors (#8812)
* initial draft
2024-07-11 06:09:17 -10:00
Xin Ma
b8cf84a3f9 Latte: Latent Diffusion Transformer for Video Generation (#8404)
* add Latte to diffusers

* remove print

* remove print

* remove print

* remove unuse codes

* remove layer_norm_latte and add a flag

* remove layer_norm_latte and add a flag

* update latte_pipeline

* update latte_pipeline

* remove unuse squeeze

* add norm_hidden_states.ndim == 2: # for Latte

* fixed test latte pipeline bugs

* fixed test latte pipeline bugs

* delete sh

* add doc for latte

* add licensing

* Move Transformer3DModelOutput to modeling_outputs

* give a default value to sample_size

* remove the einops dependency

* change norm2 for latte

* modify pipeline of latte

* update test for Latte

* modify some codes for latte

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* video_length -> num_frames; update prepare_latents copied from

* make fix-copies

* make style

* typo: videe -> video

* update

* modify for Latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify for Latte pipeline

* Delete .vscode directory

* make style

* make fix-copies

* add latte transformer 3d to docs _toctree.yml

* update example

* reduce frames for test

* fixed bug of _text_preprocessing

* set num frame to 1 for testing

* remove unuse print

* add text = self._clean_caption(text) again

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
2024-07-11 15:06:22 +05:30
Sayak Paul
a785992c1d [Tests] fix more sharding tests (#8797)
* fix

* fix

* ugly

* okay

* fix more

* fix oops
2024-07-09 13:09:36 +05:30
Xu Cao
35cc66dc4c Add pipeline_stable_diffusion_3_inpaint.py for SD3 Inference (#8709)
* Add pipeline_stable_diffusion_3_inpaint


---------

Co-authored-by: Xu Cao <xucao2@jrehg-work-01.cs.illinois.edu>
Co-authored-by: IrohXu <irohcao@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
2024-07-08 15:53:02 -10:00
Tolga Cangöz
57084dacc5 Remove unnecessary lines (#8569)
* Remove unused line


---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-07-08 10:42:02 -10:00
PommesPeter
98388670d2 [Alpha-VLLM Team] Add Lumina-T2X to diffusers (#8652)
---------

Co-authored-by: zhuole1025 <zhuole1025@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
2024-07-07 17:12:09 -10:00
YiYi Xu
9e9ed353a2 fix loading sharded checkpoints from subfolder (#8798)
* fix load sharded checkpoints from subfolder{

* style

* os.path.join

* add a small test

---------

Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
2024-07-06 11:32:04 -10:00
Dhruv Nair
0bab9d6be7 [Single File] Allow loading T5 encoder in mixed precision (#8778)
* update

* update

* update

* update
2024-07-05 10:29:38 +05:30
Sayak Paul
31adeb41cd [Tests] fix sharding tests (#8764)
fix sharding tests
2024-07-04 08:50:59 +05:30
Aryan
a7b9634e95 Fix minor bug in SD3 img2img test (#8779)
fix minor bug in sd3 img2img
2024-07-03 07:45:37 -10:00
Sayak Paul
984d340534 Revert "[LoRA] introduce LoraBaseMixin to promote reusability." (#8773)
Revert "[LoRA] introduce `LoraBaseMixin` to promote reusability. (#8670)"

This reverts commit a2071a1837.
2024-07-03 07:05:01 +05:30
Sayak Paul
a2071a1837 [LoRA] introduce LoraBaseMixin to promote reusability. (#8670)
* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space
2024-07-03 07:04:37 +05:30
Shauray Singh
8690e8b9d6 add PAG support for SD architecture (#8725)
* add pag to sd pipelines
2024-06-29 09:26:11 -10:00
Dhruv Nair
150142c537 [Tests] Fix precision related issues in slow pipeline tests (#8720)
update
2024-06-28 08:13:46 +05:30
Mathis Koroglu
3e0d128da7 Motion Model / Adapter versatility (#8301)
* Motion Model / Adapter versatility

- allow to use a different number of layers per block
- allow to use a different number of transformer per layers per block
- allow a different number of motion attention head per block
- use dropout argument in get_down/up_block in 3d blocks

* Motion Model added arguments renamed & refactoring

* Add test for asymmetric UNetMotionModel
2024-06-27 11:11:29 +05:30
vincedovy
a536e775fb Fix json WindowsPath crash (#8662)
* Add check for WindowsPath in to_json_string

On Windows, os.path.join returns a WindowsPath. to_json_string does not convert this from a WindowsPath to a string. Added check for WindowsPath to to_json_saveable.

* Remove extraneous convert to string in test_check_path_types (tests/others/test_config.py)

* Fix style issues in tests/others/test_config.py

* Add unit test to test_config.py to verify that PosixPath and WindowsPath (depending on system) both work when converted to JSON

* Remove distinction between PosixPath and WindowsPath in ConfigMixIn.to_json_string(). Conditional now tests for Path, and uses Path.as_posix() to convert to string.

---------

Co-authored-by: Vincent Dovydaitis <vincedovy@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-27 10:30:55 +05:30
Dhruv Nair
effe4b9784 Update xformers SD3 test (#8712)
update
2024-06-26 10:24:27 -10:00
XCL
fa2abfdb03 [Tencent Hunyuan Team] Add Hunyuan-DiT ControlNet Inference (#8694)
* add controlnet support

---------

Co-authored-by: xingchaoliu <xingchaoliu@tencent.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>
2024-06-26 00:43:03 -10:00
Dhruv Nair
0f0b531827 Add decorator for compile tests (#8703)
* update

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-26 11:26:47 +05:30
YiYi Xu
540399f540 add PAG support (#7944)
* first draft


---------

Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Junhwa Song <ethan9867@gmail.com>
Co-authored-by: Ahn Donghoon (안동훈 / suno) <suno.vivid@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2024-06-25 08:40:02 -10:00
Sayak Paul
f088027e93 [Marigold tests] add is_flaky decorator to some Marigold tests (#8696)
okay
2024-06-25 06:27:28 -10:00
Linoy Tsaban
c6e08ecd46 [Sd3 Dreambooth LoRA] Add text encoder training for the clip encoders (#8630)
* add clip text-encoder training

* no dora

* text encoder traing fixes

* text encoder traing fixes

* text encoder training fixes

* text encoder training fixes

* text encoder training fixes

* text encoder training fixes

* add text_encoder layers to save_lora

* style

* fix imports

* style

* fix text encoder

* review changes

* review changes

* review changes

* minor change

* add lora tag

* style

* add readme notes

* add tests for clip encoders

* style

* typo

* fixes

* style

* Update tests/lora/test_lora_layers_sd3.py

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update examples/dreambooth/README_sd3.md

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* minor readme change

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-25 18:00:19 +05:30
Sayak Paul
4ad7a1f5fd [Chore] create a utility for calculating the expected number of shards. (#8692)
create a utility for calculating the expected number of shards.
2024-06-25 17:05:39 +05:30
Tolga Cangöz
f040c27d4c Errata - Fix typos and improve style (#8571)
* Fix typos

* Fix typos & up style

* chore: Update numbers

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-24 10:07:22 -07:00
Tolga Cangöz
138fac703a Discourage using deprecated revision parameter (#8573)
* Discourage using `revision`

* `make style && make quality`

* Refactor code to use 'variant' instead of 'revision'

* `revision="bf16"` -> `variant="bf16"`

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-24 10:06:49 -07:00
Dong
3fca52022f 🎨 fix xl playground device (#8550)
* 🎨 fix xl playground device

* 🎨 run `make fix-copies`

* 🎨 run `make fix-copies`

* edit xl_controlnet_img2img file

* edit playground img2img test slow

* Update tests/pipelines/stable_diffusion_xl/test_stable_diffusion_xl_img2img.py

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-24 16:49:55 +05:30
Tolga Cangöz
c375903db5 Errata - Fix typos & improve contributing page (#8572)
* Fix typos & improve contributing page

* `make style && make quality`

* fix typos

* Fix typo

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-24 14:13:03 +05:30
drhead
2ada094bff Add extra performance features for EMAModel, torch._foreach operations and better support for non-blocking CPU offloading (#7685)
* Add support for _foreach operations and non-blocking to EMAModel

* default foreach to false

* add non-blocking EMA offloading to SD1.5 T2I example script

* fix whitespace

* move foreach to cli argument

* linting

* Update README.md re: EMA weight training

* correct args.foreach_ema

* add tests for foreach ema

* code quality

* add foreach to from_pretrained

* default foreach false

* fix linting

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: drhead <a@a.a>
2024-06-24 14:03:47 +05:30
Álvaro Somoza
e7b9a0762b [SD3 LoRA] Fix list index out of range (#8584)
* fix

* add check

* key present is checked before

* test case draft

* aply suggestions

* changed testing repo, back to old class

* forgot docstring

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-06-21 21:17:34 +05:30
Sayak Paul
8eb17315c8 [LoRA] get rid of the legacy lora remnants and make our codebase lighter (#8623)
* get rid of the legacy lora remnants and make our codebase lighter

* fix depcrecated lora argument

* fix

* empty commit to trigger ci

* remove print

* empty
2024-06-21 16:36:05 +05:30
YiYi Xu
c71c19c5e6 a few fix for shard checkpoints (#8656)
fix

Co-authored-by: yiyixuxu <yixu310@gmail,com>
2024-06-21 12:50:58 +05:30
Sayak Paul
668e34c6e0 [LoRA SD3] add support for lora fusion in sd3 (#8616)
* add support for lora fusion in sd3

* add test to ensure fused lora and effective lora produce same outpouts
2024-06-20 14:25:51 +05:30