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Code Activity
5,190 Commits 740 Branches 94 Tags
24c062aaa19f5626d03d058daf8afffa2dfd49f7
Commit Graph

1133 Commits

Author SHA1 Message Date
Eliseu Silva
66bf7ea5be feat: add Mixture-of-Diffusers ControlNet Tile upscaler Pipeline for SDXL (#10951) 
* feat: add Mixture-of-Diffusers ControlNet Tile upscaler Pipeline for SDXL

* make style make quality
 2025-03-04 17:17:36 -03:00
Alexey Zolotenkov
b8215b1c06 Fix incorrect seed initialization when args.seed is 0 (#10964) 
* Fix seed initialization to handle args.seed = 0 correctly

* Apply style fixes

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-03-04 10:09:52 -10:00
SahilCarterr
170833c22a [Fix] fp16 unscaling in train_dreambooth_lora_sdxl (#10889) 
Fix fp16 bug

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-02-24 06:49:23 -10:00
hlky
6f74ef550d Fix torch_dtype in Kolors text encoder with transformers v4.49 (#10816) 
* Fix `torch_dtype` in Kolors text encoder with `transformers` v4.49

* Default torch_dtype and warning
 2025-02-24 13:37:54 +05:30
Parag Ekbote
51941387dc Notebooks for Community Scripts-7 (#10846) 
Add 5 Notebooks, improve their example
scripts and update the missing links for the
example README.
 2025-02-20 09:02:09 -08:00
Sayak Paul
f10d3c6d04 [LoRA] add LoRA support to Lumina2 and fine-tuning script (#10818) 
* feat: lora support for Lumina2.

* fix-copies.

* updates

* updates

* docs.

* fix

* add: training script.

* tests

* updates

* updates

* major updates.

* updates

* fixes

* docs.

* updates

* updates
 2025-02-20 09:41:51 +05:30
puhuk
b75b204a58 Fix max_shift value in flux and related functions to 1.15 (issue #10675) (#10807) 
This PR updates the max_shift value in flux to 1.15 for consistency across the codebase. In addition to modifying max_shift in flux, all related functions that copy and use this logic, such as calculate_shift in `src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py`, have also been updated to ensure uniform behavior.
 2025-02-18 06:54:56 +00:00
Yaniv Galron
952b9131a2 typo fix (#10802) 2025-02-16 20:56:54 +05:30
Eliseu Silva
051ebc3c8d fix: [Community pipeline] Fix flattened elements on image (#10774) 
* feat: new community mixture_tiling_sdxl pipeline for SDXL mixture-of-diffusers support

* fix use of variable latents to tile_latents

* removed references to modules that are not being used in this pipeline

* make style, make quality

* fixfeat: added _get_crops_coords_list function to pipeline to automatically define ctop,cleft coord to focus on image generation, helps to better harmonize the image and corrects the problem of flattened elements.
 2025-02-12 19:50:41 -03:00
Eliseu Silva
c470274865 feat: new community mixture_tiling_sdxl pipeline for SDXL (#10759) 
* feat: new community mixture_tiling_sdxl pipeline for SDXL mixture-of-diffusers support

* fix use of variable latents to tile_latents

* removed references to modules that are not being used in this pipeline

* make style, make quality
 2025-02-11 18:01:42 -03:00
Leo Jiang
cd0a4a82cf [bugfix] NPU Adaption for Sana (#10724) 
* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* NPU Adaption for Sanna

* [bugfix]NPU Adaption for Sanna

---------

Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-02-06 19:29:58 +05:30
suzukimain
145522cbb7 [Community] Enhanced Model Search (#10417) 
* Added `auto_load_textual_inversion` and `auto_load_lora_weights`

* update README.md

* fix

* make quality

* Fix and `make style`
 2025-02-05 14:43:53 -10:00
Parag Ekbote
dbe0094e86 Notebooks for Community Scripts-6 (#10713) 
* Fix Doc Tutorial.

* Add 4 Notebooks and improve their example
scripts.
 2025-02-04 10:12:17 -08:00
Nicolas
f63d32233f Fix train_text_to_image.py --help (#10711) 2025-02-04 11:26:23 +05:30
Thanh Le
5d2d23986e Fix inconsistent random transform in instruct pix2pix (#10698) 
* Update train_instruct_pix2pix.py

Fix inconsistent random transform in instruct_pix2pix

* Update train_instruct_pix2pix_sdxl.py
 2025-01-31 08:29:29 -10:00
Dimitri Barbot
196aef5a6f Fix pipeline dtype unexpected change when using SDXL reference community pipelines in float16 mode (#10670) 
Fix pipeline dtype unexpected change when using SDXL reference community pipelines
 2025-01-28 10:46:41 -03:00
Aryan
c4d4ac21e7 Refactor gradient checkpointing (#10611) 
* update

* remove unused fn

* apply suggestions based on review

* update + cleanup 🧹

* more cleanup 🧹

* make fix-copies

* update test
 2025-01-28 06:51:46 +05:30
hlky
41571773d9 [training] Convert to ImageFolder script (#10664) 
* [training] Convert to ImageFolder script

* make
 2025-01-27 09:43:51 -10:00
Marlon May
f7f36c7d3d Add community pipeline for semantic guidance for FLUX (#10610) 
* add community pipeline for semantic guidance for flux

* fix imports in community pipeline for semantic guidance for flux

* Update examples/community/pipeline_flux_semantic_guidance.py

Co-authored-by: hlky <hlky@hlky.ac>

* fix community pipeline for semantic guidance for flux

---------

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: hlky <hlky@hlky.ac>
 2025-01-27 16:19:46 +02:00
Yuqian Hong
4fa24591a3 create a script to train autoencoderkl (#10605) 
* create a script to train vae

* update main.py

* update train_autoencoderkl.py

* update train_autoencoderkl.py

* add a check of --pretrained_model_name_or_path and --model_config_name_or_path

* remove the comment, remove diffusers in requiremnets.txt, add validation_image ote

* update autoencoderkl.py

* quality

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-27 16:41:34 +05:30
Leo Jiang
07860f9916 NPU Adaption for Sanna (#10409) 
* NPU Adaption for Sanna


---------

Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-24 09:08:52 -10:00
Wenhao Sun
87252d80c3 Add pipeline_stable_diffusion_xl_attentive_eraser (#10579) 
* add pipeline_stable_diffusion_xl_attentive_eraser

* add pipeline_stable_diffusion_xl_attentive_eraser_make_style

* make style and add example output

* update Docs

Co-authored-by: Other Contributor <a457435687@126.com>

* add Oral

Co-authored-by: Other Contributor <a457435687@126.com>

* update_review

Co-authored-by: Other Contributor <a457435687@126.com>

* update_review_ms

Co-authored-by: Other Contributor <a457435687@126.com>

---------

Co-authored-by: Other Contributor <a457435687@126.com>
 2025-01-24 13:52:45 +00:00
Yaniv Galron
a451c0ed14 removing redundant requires_grad = False (#10628) 
We already set the unet to requires grad false at line 506

Co-authored-by: Aryan <aryan@huggingface.co>
 2025-01-24 03:25:33 +05:30
Muyang Li
158a5a87fb Remove the FP32 Wrapper when evaluating (#10617) 
Remove the FP32 Wrapper

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-01-21 16:16:54 +05:30
jiqing-feng
012d08b1bc Enable dreambooth lora finetune example on other devices (#10602) 
* enable dreambooth_lora on other devices

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* enable xpu

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* check cuda device before empty cache

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* fix comment

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* import free_memory

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

---------

Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
 2025-01-21 14:09:45 +05:30
Sayak Paul
4ace7d0483 [chore] change licensing to 2025 from 2024. (#10615) 
change licensing to 2025 from 2024.
 2025-01-20 16:57:27 -10:00
baymax591
75a636da48 bugfix for npu not support float64 (#10123) 
* bugfix for npu not support float64

* is_mps is_npu

---------

Co-authored-by: 白超 <baichao19@huawei.com>
Co-authored-by: hlky <hlky@hlky.ac>
 2025-01-20 09:35:24 -10:00
Sayak Paul
328e0d20a7 [training] set rest of the blocks with requires_grad False. (#10607) 
set rest of the blocks with requires_grad False.
 2025-01-19 19:34:53 +05:30
Juan Acevedo
aeac0a00f8 implementing flux on TPUs with ptxla (#10515) 
* implementing flux on TPUs with ptxla

* add xla flux attention class

* run make style/quality

* Update src/diffusers/models/attention_processor.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Update src/diffusers/models/attention_processor.py

Co-authored-by: YiYi Xu <yixu310@gmail.com>

* run style and quality

---------

Co-authored-by: Juan Acevedo <jfacevedo@google.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-01-16 08:46:02 -10:00
Leo Jiang
b0c8973834 [Sana 4K] Add vae tiling option to avoid OOM (#10583) 
Co-authored-by: J石页 <jiangshuo9@h-partners.com>
 2025-01-16 02:06:07 +05:30
hlky
980736b792 Fix train_dreambooth_lora_sd3_miniature (#10554) 2025-01-13 13:47:27 +00:00
chaowenguo
d6c030fd37 add the xm.mark_step for the first denosing loop (#10530) 
* Update rerender_a_video.py

* Update rerender_a_video.py

* Update examples/community/rerender_a_video.py

Co-authored-by: hlky <hlky@hlky.ac>

* Update rerender_a_video.py

* make style

---------

Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-01-10 21:03:41 +00:00
hlky
12fbe3f7dc Use Pipelines without unet (#10440) 
* Use Pipelines without unet

* unet.config.in_channels

* default_sample_size

* is_unet_version_less_0_9_0

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-10 04:45:42 +00:00
Linoy Tsaban
83ba01a38d small readme changes for advanced training examples (#10473) 
add to readme about hf login and wandb installation to address https://github.com/huggingface/diffusers/issues/10142#issuecomment-2571655570

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-10 07:35:19 +05:30
chaowenguo
7bc8b92384 add callable object to convert frame into control_frame to reduce cpu memory usage. (#10501) 
* Update rerender_a_video.py

* Update rerender_a_video.py

* Update examples/community/rerender_a_video.py

Co-authored-by: hlky <hlky@hlky.ac>

---------

Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-01-09 11:25:53 -10:00
Vladimir Mandic
f0c6d9784b flux: make scheduler config params optional (#10384) 
* dont assume scheduler has optional config params

* make style, make fix-copies

* calculate_shift

* fix-copies, usage in pipelines

---------

Co-authored-by: hlky <hlky@hlky.ac>
 2025-01-09 10:44:26 -10:00
Bagheera
a0acbdc989 fix for #7365, prevent pipelines from overriding provided prompt embeds (#7926) 
* fix for #7365, prevent pipelines from overriding provided prompt embeds

* fix-copies

* fix implementation

* update

---------

Co-authored-by: bghira <bghira@users.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
 2025-01-08 10:12:12 -10:00
Parag Ekbote
5655b22ead Notebooks for Community Scripts-5 (#10499) 
Add 5 Notebooks for Diffusers Community
Pipelines.
 2025-01-08 08:56:17 -08:00
hlky
ee7e141d80 Use pipelines without vae (#10441) 
* Use pipelines without vae

* getattr

* vqvae

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-07 13:26:51 -10:00
Teriks
03bcf5aefe RFInversionFluxPipeline, small fix for enable_model_cpu_offload & enable_sequential_cpu_offload compatibility (#10480) 
RFInversionFluxPipeline.encode_image, device fix

Use self._execution_device instead of self.device when selecting
a device for the input image tensor.

This allows for compatibility with enable_model_cpu_offload &
enable_sequential_cpu_offload

Co-authored-by: Teriks <Teriks@users.noreply.github.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-01-07 15:47:28 +01:00
dependabot[bot]
e0b96ba7b0 Bump jinja2 from 3.1.4 to 3.1.5 in /examples/research_projects/realfill (#10377) 
Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.4 to 3.1.5.
- [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/3.1.4...3.1.5)

---
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>
 2025-01-07 19:59:41 +05:30
hlky
628f2c544a Use Pipelines without scheduler (#10439) 
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-07 12:07:08 +00:00
Rahul Raman
f1e0c7ce4a Refactor instructpix2pix lora to support peft (#10205) 
* make base code changes referred from train_instructpix2pix script in examples

* change code to use PEFT as discussed in issue 10062

* update README training command

* update README training command

* refactor variable name and freezing unet

* Update examples/research_projects/instructpix2pix_lora/train_instruct_pix2pix_lora.py

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

* update README installation instructions.

* cleanup code using make style and quality

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-01-07 12:00:45 +05:30
Sayak Paul
b94cfd7937 [Training] QoL improvements in the Flux Control training scripts (#10461) 
* qol improvements to the Flux script.

* propagate the dataloader changes.
 2025-01-07 11:56:17 +05:30
Ameer Azam
4f5e3e35d2 Regarding the RunwayML path for V1.5 did change to stable-diffusion-v1-5/[stable-diffusion-v1-5/ stable-diffusion-inpainting] (#10476) 
* Update pipeline_controlnet.py

* Update pipeline_controlnet_img2img.py

runwayml Take-down so change all from to this
stable-diffusion-v1-5/stable-diffusion-v1-5

* Update pipeline_controlnet_inpaint.py

* runwayml take-down make change to sd-legacy

* runwayml take-down make change to sd-legacy

* runwayml take-down make change to sd-legacy

* runwayml take-down make change to sd-legacy

* Update convert_blipdiffusion_to_diffusers.py

style change
 2025-01-06 15:01:52 -08:00
chaowenguo
4e44534845 Update rerender_a_video.py fix dtype error (#10451) 
Update rerender_a_video.py
 2025-01-04 14:52:50 +00:00
chaowenguo
a17832b2d9 add pythor_xla support for render a video (#10443) 
* Update rerender_a_video.py

* Update rerender_a_video.py

* make style

---------

Co-authored-by: hlky <hlky@hlky.ac>
 2025-01-03 16:00:02 +00:00
Doug J
f7822ae4bf Update train_text_to_image_sdxl.py (#8830) 
Enable VAE hash to be able to change with args change. If not, train_dataset_with_embeddiings may have row number inconsistency with train_dataset_with_vae.

Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2025-01-02 10:41:18 -10:00
Dev Rajput
4b9f1c7d8c Add correct number of channels when resuming from checkpoint for Flux Control LoRa training (#10422) 
* Add correct number of channels when resuming from checkpoint

* Fix Formatting
 2025-01-02 15:51:44 +05:30
Sayak Paul
5f72473543 [training] add ds support to lora sd3. (#10378) 
* add ds support to lora sd3.

Co-authored-by: leisuzz <jiangshuonb@gmail.com>

* style.

---------

Co-authored-by: leisuzz <jiangshuonb@gmail.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
 2024-12-30 19:31:05 +05:30