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991 Commits

Author SHA1 Message Date
Leo Jiang
eda36c4c28 Fix dtype error for StableDiffusionXL (#9217) 
Fix dtype error

Co-authored-by: 蒋硕 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-20 06:58:50 +05:30
Wenlong Wu
815d882217 Add loading text inversion (#9130) 2024-08-19 09:26:27 +05:30
townwish4git
d25eb5d385 fix(sd3): fix deletion of text_encoders etc (#8951) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2024-08-18 15:37:40 -10:00
Tolga Cangöz
7ef8a46523 [Docs] Fix CPU offloading usage (#9207) 
* chore: Fix cpu offloading usage

* Trim trailing white space

* docs: update Kolors model link in kolors.md
 2024-08-18 13:12:12 -10:00
dependabot[bot]
0c1e63bd11 Bump jinja2 from 3.1.3 to 3.1.4 in /examples/research_projects/realfill (#7873) 
Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/jinja/compare/3.1.3...3.1.4)

---
updated-dependencies:
- dependency-name: jinja2
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-14 16:36:59 +05:30
dependabot[bot]
e7e45bd127 Bump torch from 2.0.1 to 2.2.0 in /examples/research_projects/realfill (#8971) 
Bumps [torch](https://github.com/pytorch/pytorch) from 2.0.1 to 2.2.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.0.1...v2.2.0)

---
updated-dependencies:
- dependency-name: torch
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-14 16:36:46 +05:30
Álvaro Somoza
82058a5413 post release 0.30.0 (#9173) 
* post release

* fix quality
 2024-08-14 12:55:55 +05:30
Linoy Tsaban
413ca29b71 [Flux Dreambooth LoRA] - te bug fixes & updates (#9139) 
* add requirements + fix link to bghira's guide

* text ecnoder training fixes

* text encoder training fixes

* text encoder training fixes

* text encoder training fixes

* style

* add tests

* fix encode_prompt call

* style

* unpack_latents test

* fix lora saving

* remove default val for max_sequenece_length in encode_prompt

* remove default val for max_sequenece_length in encode_prompt

* style

* testing

* style

* testing

* testing

* style

* fix sizing issue

* style

* revert scaling

* style

* style

* scaling test

* style

* scaling test

* remove model pred operation left from pre-conditioning

* remove model pred operation left from pre-conditioning

* fix trainable params

* remove te2 from casting

* transformer to accelerator

* remove prints

* empty commit
 2024-08-12 11:58:03 +05:30
Dibbla!
3ece143308 Errata - fix typo (#9100) 2024-08-12 07:30:19 +05:30
Daniel Socek
c1079f0887 Fix textual inversion SDXL and add support for 2nd text encoder (#9010) 
* Fix textual inversion SDXL and add support for 2nd text encoder

Signed-off-by: Daniel Socek <daniel.socek@intel.com>

* Fix style/quality of text inv for sdxl

Signed-off-by: Daniel Socek <daniel.socek@intel.com>

---------

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-09 20:23:06 +05:30
Linoy Tsaban
65e30907b5 [Flux] Dreambooth LoRA training scripts (#9086) 
* initial commit - dreambooth for flux

* update transformer to be FluxTransformer2DModel

* update training loop and validation inference

* fix sd3->flux docs

* add guidance handling, not sure if it makes sense(?)

* inital dreambooth lora commit

* fix text_ids in compute_text_embeddings

* fix imports of static methods

* fix pipeline loading in readme, remove auto1111 docs for now

* fix pipeline loading in readme, remove auto1111 docs for now, remove some irrelevant text_encoder_3 refs

* Update examples/dreambooth/train_dreambooth_flux.py

Co-authored-by: Bagheera <59658056+bghira@users.noreply.github.com>

* fix te2 loading and remove te2 refs from text encoder training

* fix tokenizer_2 initialization

* remove text_encoder training refs from lora script (for now)

* try with vae in bfloat16, fix model hook save

* fix tokenization

* fix static imports

* fix CLIP import

* remove text_encoder training refs (for now) from lora script

* fix minor bug in encode_prompt, add guidance def in lora script, ...

* fix unpack_latents args

* fix license in readme

* add "none" to weighting_scheme options for uniform sampling

* style

* adapt model saving - remove text encoder refs

* adapt model loading - remove text encoder refs

* initial commit for readme

* Update examples/dreambooth/train_dreambooth_lora_flux.py

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

* Update examples/dreambooth/train_dreambooth_lora_flux.py

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

* fix vae casting

* remove precondition_outputs

* readme

* readme

* style

* readme

* readme

* update weighting scheme default & docs

* style

* add text_encoder training to lora script, change vae_scale_factor value in both

* style

* text encoder training fixes

* style

* update readme

* minor fixes

* fix te params

* fix te params

---------

Co-authored-by: Bagheera <59658056+bghira@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-09 07:31:04 +05:30
Monjoy Narayan Choudhury
1fcb811a8e Add Differential Diffusion to HunyuanDiT. (#9040) 
* Add Differential Pipeline.

* Fix Styling Issue using ruff -fix

* Add details to Contributing.md

* Revert "Fix Styling Issue using ruff -fix"

This reverts commit d347de162d.

* Revert "Revert "Fix Styling Issue using ruff -fix""

This reverts commit ce7c3ff216.

* Revert README changes

* Restore README.md

* Update README.md

* Resolved Comments:

* Fix Readme based on review

* Fix formatting after make style

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-08-08 18:53:39 +05:30
sayantan sadhu
8e3affc669 fix for lr scheduler in distributed training (#9103) 
* fix for lr scheduler in distributed training

* Fixed the recalculation of the total training step section

* Fixed lint error

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-08 08:45:48 +05:30
Sayak Paul
2d753b6fb5 fix train_dreambooth_lora_sd3.py loading hook (#9107) 2024-08-07 10:09:47 +05:30
Tolga Cangöz
3dc97bd148 Update CLIPFeatureExtractor to CLIPImageProcessor and DPTFeatureExtractor to DPTImageProcessor (#9002) 
* fix: update `CLIPFeatureExtractor` to `CLIPImageProcessor` in codebase

* `make style && make quality`

* Update `DPTFeatureExtractor` to `DPTImageProcessor` in codebase

* `make style`

---------

Co-authored-by: Aryan <aryan@huggingface.co>
 2024-08-05 09:20:29 -10:00
omahs
6d32b29239 Fix typos (#9077) 
* fix typo
 2024-08-05 09:00:08 -10:00
asfiyab-nvidia
3dc10a535f Update TensorRT txt2img and inpaint community pipelines (#9037) 
* Update TensorRT txt2img and inpaint community pipelines

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

* update tensorrt install instructions

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

---------

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-08-04 16:00:40 +05:30
Tolga Cangöz
7071b7461b Errata: Fix typos & \s+$ (#9008) 
* Fix typos

* chore: Fix typos

* chore: Update README.md for promptdiffusion example

* Trim trailing white spaces

* Fix a typo

* update number

* chore: update number

* Trim trailing white space

* Update README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update README.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-08-02 21:24:25 -07:00
Anatoly Belikov
f240a936da handle lora scale and clip skip in lpw sd and sdxl community pipelines (#8988) 
* handle lora scale and clip skip in lpw sd and sdxl

* use StableDiffusionLoraLoaderMixin

* use StableDiffusionXLLoraLoaderMixin

* style

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-07-30 07:19:28 +05:30
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
asfiyab-nvidia
0bda1d7b89 Update TensorRT img2img community pipeline (#8899) 
* Update TensorRT img2img pipeline

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

* Update TensorRT version installed

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

* make style and quality

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

* Update examples/community/stable_diffusion_tensorrt_img2img.py

Co-authored-by: Tolga Cangöz <46008593+tolgacangoz@users.noreply.github.com>

* Update examples/community/README.md

Co-authored-by: Tolga Cangöz <46008593+tolgacangoz@users.noreply.github.com>

* Apply style and quality using ruff 0.1.5

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>

---------

Signed-off-by: Asfiya Baig <asfiyab@nvidia.com>
Co-authored-by: Tolga Cangöz <46008593+tolgacangoz@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2024-07-25 21:58:21 +05:30
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
Dhruv Nair
3bb1fd6fc0 Fix name when saving text inversion embeddings in dreambooth advanced scripts (#8927) 
update
 2024-07-23 19:51:20 +05:30
akbaig
7710415baf fix: checkpoint save issue in advanced dreambooth lora sdxl script (#8926) 
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2024-07-23 14:44:56 +05:30
Sayak Paul
1a8b3c2ee8 [Training] SD3 training fixes (#8917) 
* SD3 training fixes

Co-authored-by: bghira <59658056+bghira@users.noreply.github.com>

* rewrite noise addition part to respect the eqn.

* styler

* Update examples/dreambooth/README_sd3.md

Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>

---------

Co-authored-by: bghira <59658056+bghira@users.noreply.github.com>
Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
 2024-07-21 16:24:04 +05:30
Sayak Paul
e02ec27e51 [Core] remove resume_download from Hub related stuff (#8648) 
* remove resume_download

* fix: _fetch_index_file call.

* remove resume_download from docs.
 2024-07-18 09:48:42 +05:30
Tolga Cangöz
c1dc2ae619 Fix multi-gpu case for train_cm_ct_unconditional.py (#8653) 
* Fix multi-gpu case

* Prefer previously created `unwrap_model()` function

For `torch.compile()` generalizability

* `chore: update unwrap_model() function to use accelerator.unwrap_model()`
 2024-07-17 19:03:12 +05:30
ustcuna
9f963e7349 [Community Pipelines] Accelerate inference of AnimateDiff by IPEX on CPU (#8643) 
* add animatediff_ipex community pipeline

* address the 1st round review comments
 2024-07-12 14:31:15 +05:30
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
apolinário
7833ed957b Improve model card for push_to_hub trainers (#8697) 
* Improve trainer model cards

* Update train_dreambooth_sd3.py

* Update train_dreambooth_lora_sd3.py

* add link to adapters loading doc

* Update train_dreambooth_lora_sd3.py

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2024-07-05 12:18:41 +05:30
Dhruv Nair
85c4a326e0 Fix saving text encoder weights and kohya weights in advanced dreambooth lora script (#8766) 
* update

* update

* update
 2024-07-05 11:28:50 +05:30
Thomas Eding
2e2684f014 Add vae_roundtrip.py example (#7104) 
* Add vae_roundtrip.py example

* Add cuda support to vae_roundtrip

* Move vae_roundtrip.py into research_projects/vae

* Fix channel scaling in vae roundrip and also support taesd.

* Apply ruff --fix for CI gatekeep check

---------

Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
 2024-07-04 01:53:09 -04:00
Linoy Tsaban
beb1c017ad [advanced dreambooth lora] add clip_skip arg (#8715) 
* add clip_skip

* style

* smol fix

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-07-03 12:15:16 -05:00
Sayak Paul
84bbd2f4ce Update README.md to include Colab link (#8775) 2024-07-03 07:46:38 +05:30
Sayak Paul
600ef8a4dc Allow SD3 DreamBooth LoRA fine-tuning on a free-tier Colab (#8762) 
* add experimental scripts to train SD3 transformer lora on colab

* add readme

* add colab

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* fix link in the notebook.

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-07-03 07:07:47 +05:30
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
Dhruv Nair
610a71d7d4 Fix indent in dreambooth lora advanced SD 15 script (#8753) 
update
 2024-07-02 11:07:34 +05:30
Sayak Paul
4e57aeff1f [Tests] add test suite for SD3 DreamBooth (#8650) 
* add a test suite for SD3 DreamBooth

* lora suite

* style

* add checkpointing tests for LoRA

* add test to cover train_text_encoder.
 2024-07-02 07:00:22 +05:30
Álvaro Somoza
af92869d9b [SD3 LoRA Training] Fix errors when not training text encoders (#8743) 
* fix

* fix things.

Co-authored-by: Linoy Tsaban <linoy.tsaban@gmail.com>

* remove patch

* apply suggestions

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
Co-authored-by: Linoy Tsaban <linoy.tsaban@gmail.com>
 2024-07-02 06:21:16 +05:30
WenheLI
7bfc1ee1b2 fix the LR schedulers for dreambooth_lora (#8510) 
* update training

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2024-07-01 08:14:57 +05:30
Bhavay Malhotra
71c046102b [train_controlnet_sdxl.py] Fix the LR schedulers when num_train_epochs is passed in a distributed training env (#8476) 
* Create diffusers.yml

* num_train_epochs

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-07-01 07:21:40 +05:30
Álvaro Somoza
9b7acc7cf2 [Community pipeline] SD3 Differential Diffusion Img2Img Pipeline (#8679) 
* new pipeline
 2024-06-28 17:12:39 -10:00
Linoy Tsaban
35f45ecd71 [Advanced dreambooth lora] adjustments to align with canonical script (#8406) 
* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* minor changes

* fix

* fix

* aligning with blora script

* aligning with blora script

* aligning with blora script

* aligning with blora script

* aligning with blora script

* remove prints

* style

* default val

* license

* move save_model_card to outside push_to_hub

* Update train_dreambooth_lora_sdxl_advanced.py

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-06-27 13:27:37 +05:30
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
Hammond Liu
1f81fbe274 Fix redundant pipe init in sd3 lora (#8680) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-06-25 07:31:20 +05:30
Tolga Cangöz
589931ca79 Errata - Update class method convention to use cls (#8574) 
* Class methods are supposed to use `cls` conventionally

* `make style && make quality`

* An Empty commit

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2024-06-24 10:35:45 -07:00
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