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113 Commits

Author SHA1 Message Date
DN6
c8a7617536 update 2025-05-12 19:37:28 +05:30
YiYi Xu
ce642e92da Merge branch 'modular-diffusers' into modular-refactor 2025-04-30 17:56:51 -10:00
YiYi Xu
6a509ba862 Merge branch 'main' into modular-diffusers 2025-04-30 17:56:25 -10:00
YiYi Xu
6d5beefe29 [modular diffusers] introducing ModularLoader (#11462)
* cfg; slg; pag; sdxl without controlnet

---------

Co-authored-by: Aryan <aryan@huggingface.co>
2025-04-30 11:17:20 -10:00
Yao Matrix
06beecafc5 make autoencoders. controlnet_flux and wan_transformer3d_single_file pass on xpu (#11461)
* make autoencoders. controlnet_flux and wan_transformer3d_single_file
pass on XPU

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* Apply style fixes

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
2025-05-01 02:43:31 +05:30
Vaibhav Kumawat
daf0a23958 Add LANCZOS as default interplotation mode. (#11463)
* Add LANCZOS as default interplotation mode.

* LANCZOS as default interplotation

* LANCZOS as default interplotation mode

* Added LANCZOS as default interplotation mode
2025-04-30 14:22:38 -04:00
tongyu
38ced7ee59 [test_models_transformer_hunyuan_video] help us test torch.compile() for impactful models (#11431)
* Update test_models_transformer_hunyuan_video.py

* update

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2025-04-30 19:11:42 +08:00
Yao Matrix
23c98025b3 make safe diffusion test cases pass on XPU and A100 (#11458)
* make safe diffusion test cases pass on XPU and A100

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* calibrate A100 expected values

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
2025-04-30 16:05:28 +05:30
captainzz
8cd7426e56 Add StableDiffusion3InstructPix2PixPipeline (#11378)
* upload StableDiffusion3InstructPix2PixPipeline

* Move to community

* Add readme

* Fix images

* remove images

* Change image url

* fix

* Apply style fixes
2025-04-30 06:13:12 -04:00
Daniel Socek
fbce7aeb32 Add generic support for Intel Gaudi accelerator (hpu device) (#11328)
* Add generic support for Intel Gaudi accelerator (hpu device)

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Libin Tang <libin.tang@intel.com>

* Add loggers for generic HPU support

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

* Refactor hpu support with is_hpu_available() logic

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

* Fix style for hpu support update

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

* Decouple soft HPU check from hard device validation to support HPU migration

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

---------

Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Libin Tang <libin.tang@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2025-04-30 14:45:02 +05:30
Yao Matrix
35fada4169 enable unidiffuser test cases on xpu (#11444)
* enable unidiffuser cases on XPU

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* fix a typo

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* fix style

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
2025-04-30 13:58:00 +05:30
Yao Matrix
fbe2fe5578 enable consistency test cases on XPU, all passed (#11446)
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
2025-04-30 12:41:29 +05:30
Aryan
c86511586f torch.compile fullgraph compatibility for Hunyuan Video (#11457)
udpate
2025-04-30 11:21:17 +05:30
Yao Matrix
60892c55a4 enable marigold_intrinsics cases on XPU (#11445)
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
2025-04-30 11:07:37 +05:30
Aryan
8fe5a14d9b Raise warning instead of error for block offloading with streams (#11425)
raise warning instead of error
2025-04-30 08:26:16 +05:30
Youlun Peng
58431f102c Set LANCZOS as the default interpolation for image resizing in ControlNet training (#11449)
Set LANCZOS as the default interpolation for image resizing
2025-04-29 08:47:02 -04:00
urpetkov-amd
4a9ab650aa Fixing missing provider options argument (#11397)
* Fixing missing provider options argument

* Adding if else for provider options

* Apply suggestions from code review

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

* Apply style fixes

* Update src/diffusers/pipelines/onnx_utils.py

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

* Update src/diffusers/pipelines/onnx_utils.py

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

---------

Co-authored-by: Uros Petkovic <urpektov@amd.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-04-28 10:23:05 -10:00
Linoy Tsaban
0ac1d5b482 [Hi-Dream LoRA] fix bug in validation (#11439)
remove unnecessary pipeline moving to cpu in validation

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2025-04-28 06:22:32 -10:00
Yao Matrix
7567adfc45 enable 28 GGUF test cases on XPU (#11404)
* enable gguf test cases on XPU

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* make SD35LargeGGUFSingleFileTests::test_pipeline_inference pas

Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>

* make FluxControlLoRAGGUFTests::test_lora_loading pass

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* polish code

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* Apply style fixes

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: root <root@a4bf01945cfe.jf.intel.com>
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: root <root@a4bf01945cfe.jf.intel.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-04-28 21:32:04 +05:30
tongyu
3da98e7ee3 [train_text_to_image_lora] Better image interpolation in training scripts follow up (#11427)
* Update train_text_to_image_lora.py

* update_train_text_to_image_lora
2025-04-28 11:23:24 -04:00
tongyu
b3b04fefde [train_text_to_image] Better image interpolation in training scripts follow up (#11426)
* Update train_text_to_image.py

* update
2025-04-28 10:50:33 -04:00
Sayak Paul
0e3f2713c2 [tests] fix import. (#11434)
fix import.
2025-04-28 13:32:28 +08:00
Yao Matrix
a7e9f85e21 enable test_layerwise_casting_memory cases on XPU (#11406)
* enable test_layerwise_casting_memory cases on XPU

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* fix style

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

---------

Signed-off-by: Yao Matrix <matrix.yao@intel.com>
2025-04-28 06:38:39 +05:30
Yao Matrix
9ce89e2efa enable group_offload cases and quanto cases on XPU (#11405)
* enable group_offload cases and quanto cases on XPU

Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* use backend APIs

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

* fix style

Signed-off-by: Yao Matrix <matrix.yao@intel.com>

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: Yao Matrix <matrix.yao@intel.com>
2025-04-28 06:37:16 +05:30
Sayak Paul
aa5f5d41d6 [tests] add tests to check for graph breaks, recompilation, cuda syncs in pipelines during torch.compile() (#11085)
* test for better torch.compile stuff.

* fixes

* recompilation and graph break.

* clear compilation cache.

* change to modeling level test.

* allow running compilation tests during nightlies.
2025-04-28 08:36:33 +08:00
Mert Erbak
bd96a084d3 [train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing (#11421)
* Set LANCZOS as default interpolation mode for resizing

* [train_dreambooth_lora.py] Set LANCZOS as default interpolation mode for resizing
2025-04-26 01:58:41 -04:00
Aryan
b863bdd6ca Modular Diffusers Guiders (#11311)
* cfg; slg; pag; sdxl without controlnet

* support sdxl controlnet

* support controlnet union

* update

* update

* cfg zero*

* use unwrap_module for torch compiled modules

* remove guider kwargs

* remove commented code

* remove old guider

* fix slg bug

* remove debug print

* autoguidance

* smoothed energy guidance

* add note about seg

* tangential cfg

* cfg plus plus

* support cfgpp in ddim

* apply review suggestions

* refactor

* rename enable/disable

* remove cfg++ for now

* rename do_classifier_free_guidance->prepare_unconditional_embeds

* remove unused
2025-04-26 03:42:42 +05:30
co63oc
f00a995753 Fix typos in strings and comments (#11407) 2025-04-24 08:53:47 -10:00
Ishan Modi
e8312e7ca9 [BUG] fixed WAN docstring (#11226)
update
2025-04-24 08:49:37 -10:00
Emiliano
7986834572 Fix Flux IP adapter argument in the pipeline example (#11402)
Fix Flux IP adapter argument in the example

IP-Adapter example had a wrong argument. Fix `true_cfg` -> `true_cfg_scale`
2025-04-24 08:41:12 -10:00
Linoy Tsaban
edd7880418 [HiDream LoRA] optimizations + small updates (#11381)
* 1. add pre-computation of prompt embeddings when custom prompts are used as well
2. save model card even if model is not pushed to hub
3. remove scheduler initialization from code example - not necessary anymore (it's now if the base model's config)
4. add skip_final_inference - to allow to run with validation, but skip the final loading of the pipeline with the lora weights to reduce memory reqs

* pre encode validation prompt as well

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* pre encode validation prompt as well

* Apply style fixes

* empty commit

* change default trained modules

* empty commit

* address comments + change encoding of validation prompt (before it was only pre-encoded if custom prompts are provided, but should be pre-encoded either way)

* Apply style fixes

* empty commit

* fix validation_embeddings definition

* fix final inference condition

* fix pipeline deletion in last inference

* Apply style fixes

* empty commit

* layers

* remove readme remarks on only pre-computing when instance prompt is provided and change example to 3d icons

* smol fix

* empty commit

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-04-24 07:48:19 +03:00
Teriks
b4be42282d Kolors additional pipelines, community contrib (#11372)
* Kolors additional pipelines, community contrib

---------

Co-authored-by: Teriks <Teriks@users.noreply.github.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
2025-04-23 11:07:27 -10:00
Ishan Modi
a4f9c3cbc3 [Feature] Added Xlab Controlnet support (#11249)
update
2025-04-23 10:43:50 -10:00
Ishan Dutta
4b60f4b602 [train_dreambooth_flux] Add LANCZOS as the default interpolation mode for image resizing (#11395) 2025-04-23 10:47:05 -04:00
Aryan
6cef71de3a Fix group offloading with block_level and use_stream=True (#11375)
* fix

* add tests

* add message check
2025-04-23 18:17:53 +05:30
Ameer Azam
026507c06c Update README_hidream.md (#11386)
Small change
requirements_sana.txt to 
requirements_hidream.txt
2025-04-22 20:08:26 -04:00
YiYi Xu
448c72a230 [HiDream] move deprecation to 0.35.0 (#11384)
up
2025-04-22 08:08:08 -10:00
Aryan
f108ad8888 Update modeling imports (#11129)
update
2025-04-22 06:59:25 -10:00
Linoy Tsaban
e30d3bf544 [LoRA] add LoRA support to HiDream and fine-tuning script (#11281)
* initial commit

* initial commit

* initial commit

* initial commit

* initial commit

* initial commit

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* move prompt embeds, pooled embeds outside

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* fix import

* fix import and tokenizer 4, text encoder 4 loading

* te

* prompt embeds

* fix naming

* shapes

* initial commit to add HiDreamImageLoraLoaderMixin

* fix init

* add tests

* loader

* fix model input

* add code example to readme

* fix default max length of text encoders

* prints

* nullify training cond in unpatchify for temp fix to incompatible shaping of transformer output during training

* smol fix

* unpatchify

* unpatchify

* fix validation

* flip pred and loss

* fix shift!!!

* revert unpatchify changes (for now)

* smol fix

* Apply style fixes

* workaround moe training

* workaround moe training

* remove prints

* to reduce some memory, keep vae in `weight_dtype` same as we have for flux (as it's the same vae)
bbd0c161b5/examples/dreambooth/train_dreambooth_lora_flux.py (L1207)

* refactor to align with HiDream refactor

* refactor to align with HiDream refactor

* refactor to align with HiDream refactor

* add support for cpu offloading of text encoders

* Apply style fixes

* adjust lr and rank for train example

* fix copies

* Apply style fixes

* update README

* update README

* update README

* fix license

* keep prompt2,3,4 as None in validation

* remove reverse ode comment

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* Update examples/dreambooth/train_dreambooth_lora_hidream.py

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

* vae offload change

* fix text encoder offloading

* Apply style fixes

* cleaner to_kwargs

* fix module name in copied from

* add requirements

* fix offloading

* fix offloading

* fix offloading

* update transformers version in reqs

* try AutoTokenizer

* try AutoTokenizer

* Apply style fixes

* empty commit

* Delete tests/lora/test_lora_layers_hidream.py

* change tokenizer_4 to load with AutoTokenizer as well

* make text_encoder_four and tokenizer_four configurable

* save model card

* save model card

* revert T5

* fix test

* remove non diffusers lumina2 conversion

---------

Co-authored-by: Bagheera <59658056+bghira@users.noreply.github.com>
Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2025-04-22 11:44:02 +03:00
apolinário
6ab62c7431 Add stochastic sampling to FlowMatchEulerDiscreteScheduler (#11369)
* Add stochastic sampling to FlowMatchEulerDiscreteScheduler

This PR adds stochastic sampling to FlowMatchEulerDiscreteScheduler based on b1aeddd7cc  ltx_video/schedulers/rf.py

* Apply style fixes

* Use config value directly

* Apply style fixes

* Swap order

* Update src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py

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

* Update src/diffusers/schedulers/scheduling_flow_match_euler_discrete.py

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

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
2025-04-21 17:18:30 -10:00
yiyixuxu
d143851309 move methods to blocks 2025-04-12 11:46:25 +02:00
yiyixuxu
9ad1470d48 up 2025-04-11 18:29:21 +02:00
yiyixuxu
bf99ab2f55 up 2025-04-09 20:36:45 +02:00
yiyixuxu
ee842839ef add componentspec and configspec 2025-04-09 01:40:02 +02:00
YiYi Xu
96795afc72 Merge branch 'main' into modular-diffusers 2025-04-07 18:05:00 -10:00
yiyixuxu
12650e1393 up 2025-02-04 02:08:28 +01:00
yiyixuxu
addaad013c more more more refactor 2025-02-03 20:36:05 +01:00
yiyixuxu
485f8d1758 more refactor 2025-02-01 21:30:05 +01:00
yiyixuxu
cff0fd6260 more refactor 2025-02-01 11:36:13 +01:00
yiyixuxu
8ddb20bfb8 up 2025-02-01 05:45:00 +01:00
yiyixuxu
e5089d702b update 2025-01-31 21:55:45 +01:00
yiyixuxu
2c3e4eafa8 fix 2025-01-29 17:58:40 +01:00
yiyixuxu
c7020df2cf add model_info 2025-01-27 11:33:27 +01:00
yiyixuxu
4bed3e306e up up 2025-01-26 13:04:33 +01:00
yiyixuxu
00a3bc9d6c fix 2025-01-23 18:16:00 +01:00
YiYi Xu
ccb35acd81 Merge branch 'main' into modular-diffusers 2025-01-23 07:07:11 -10:00
yiyixuxu
00cae4e857 docstring doc doc doc 2025-01-23 11:07:13 +01:00
yiyixuxu
b3fb4188f5 Merge branch 'modular-diffusers' of github.com:huggingface/diffusers into modular-diffusers 2025-01-22 17:24:06 +01:00
YiYi Xu
71df1581f7 Update src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_modular.py
Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>
2025-01-22 06:19:22 -10:00
yiyixuxu
d046cf7d35 block state + fix for num_images_per_prompt > 1 for denoise/controlnet union etc 2025-01-22 09:48:57 +01:00
yiyixuxu
68a5185c86 refactor more, ipadapter node, lora node 2025-01-20 03:36:01 +01:00
yiyixuxu
6e2fe26bfd fix more for lora 2025-01-18 08:04:12 +01:00
yiyixuxu
77b5fa59c5 make it work with lora has both text_encoder & unet 2025-01-18 04:12:07 +01:00
yiyixuxu
a226920b52 get_block_state make it less verbose 2025-01-17 01:37:18 +01:00
yiyixuxu
7007f72409 InputParam, OutputParam, get_auto_doc 2025-01-16 11:44:24 +01:00
yiyixuxu
a6804de4a2 add controlnet union to auto & fix for pag 2025-01-12 16:24:01 +01:00
yiyixuxu
7f897a9fc4 fix 2025-01-12 04:50:45 +01:00
yiyixuxu
0966663d2a adjust print 2025-01-11 19:15:54 +01:00
yiyixuxu
fb78f4f12d Merge branch 'modular-diffusers' of github.com:huggingface/diffusers into modular-diffusers 2025-01-11 09:05:56 +01:00
yiyixuxu
2220af6940 refactor 2025-01-11 09:05:47 +01:00
hlky
7a34832d52 [modular] Stable Diffusion XL ControlNet Union (#10509)
StableDiffusionXLControlNetUnionDenoiseStep
2025-01-09 10:29:45 -10:00
yiyixuxu
e973de64f9 fix contro;net inpaint preprocess 2025-01-08 21:47:20 +01:00
yiyixuxu
db94ca882d add controlnet inpaint + more refactor 2025-01-07 20:49:58 +01:00
yiyixuxu
6985906a2e controlnet input & remove the MultiPipelineBlocks class 2025-01-07 01:56:33 +01:00
yiyixuxu
54f410db6c add inpaint 2025-01-06 09:19:59 +01:00
yiyixuxu
c12a05b9c1 update to to not assume pipeline has hf_device_map 2025-01-03 20:57:44 +01:00
yiyixuxu
2e0f5c86cc start to add inpaint 2025-01-03 18:20:39 +01:00
yiyixuxu
1d63306295 make it work with lora 2025-01-03 06:07:25 +01:00
yiyixuxu
6c93626f6f remove run_blocks, just use __call__ 2025-01-02 00:59:12 +01:00
yiyixuxu
72c5bf07c8 add a from_block class method to modular pipeline 2025-01-02 00:49:34 +01:00
yiyixuxu
ed59f90f15 modular pipeline builder -> ModularPipeline 2025-01-01 22:15:48 +01:00
yiyixuxu
a09ca7f27e refactors: block __init__ no longer accept args. remove update_states from pipeline blocks, add update_states to modularpipeline, remove multi-block support for modular pipeline, remove offload support on modular pipeline 2025-01-01 21:43:20 +01:00
yiyixuxu
8c02572e16 add memory_reserve_margin arg to auto offload 2024-12-31 20:08:53 +01:00
yiyixuxu
27dde51de8 add output arg to run_blocks 2024-12-31 18:06:44 +01:00
yiyixuxu
10d4a775f1 style 2024-12-31 09:55:50 +01:00
yiyixuxu
72d9a81d99 components manager 2024-12-31 09:54:46 +01:00
yiyixuxu
4fa85c7963 add model_manager and global offloading method 2024-12-31 02:57:42 +01:00
YiYi Xu
806e8e66fb Merge branch 'main' into modular-diffusers 2024-12-29 00:44:43 -10:00
yiyixuxu
0b90051db8 add vae encoder node 2024-12-19 17:57:12 +01:00
yiyixuxu
b305c779b2 add offload support! 2024-12-14 21:37:21 +01:00
yiyixuxu
2b3cd2d39c update 2024-12-14 03:02:31 +01:00
yiyixuxu
bc3d1c9ee6 add model_cpu_offload_seq + _exlude_from_cpu_offload 2024-12-14 00:24:15 +01:00
yiyixuxu
e50d614636 only add model as expected_component when the model need to run for the block, currently it's added even when only config is needed 2024-12-11 03:39:39 +01:00
hlky
a8df0f1ffb Modular APG (#10173) 2024-12-10 08:22:42 -10:00
yiyixuxu
ace53e2d2f update/refactor 2024-12-10 03:41:28 +01:00
yiyixuxu
ffc2992fc2 add autostep (not complete) 2024-11-16 22:42:06 +01:00
yiyixuxu
c70a285c2c style 2024-10-30 10:33:25 +01:00
yiyixuxu
8b811feece refactor, from_pretrained, from_pipe, remove_blocks, replace_blocks 2024-10-30 10:13:03 +01:00
yiyixuxu
37e8dc7a59 remove img2img blocksgit status consolidate text2img and img2img 2024-10-28 00:37:48 +01:00
yiyixuxu
024a9f5de3 fix so that run_blocks can work with inputs in the state 2024-10-27 18:52:56 +01:00
yiyixuxu
005195c23e add 2024-10-27 15:18:10 +01:00
yiyixuxu
6742f160df up 2024-10-27 14:59:31 +01:00
yiyixuxu
540d303250 refactor guider 2024-10-26 21:17:06 +02:00
yiyixuxu
f1b3036ca1 update pag guider - draft 2024-10-24 00:14:59 +02:00
yiyixuxu
46ec1743a2 refactor guider, remove prepareguidance step to be combinedd into denoisestep 2024-10-23 21:42:40 +02:00
yiyixuxu
70272b1108 combine controlnetstep into contronetdesnoisestep 2024-10-20 19:45:00 +02:00
yiyixuxu
2b6dcbfa1d fix controlnet 2024-10-20 19:23:37 +02:00
yiyixuxu
af9572d759 controlnet 2024-10-19 12:36:12 +02:00
yiyixuxu
ddea157979 add from_pipe + run_blocks 2024-10-17 20:02:36 +02:00
yiyixuxu
ad3f9a26c0 update img2img, result match 2024-10-17 05:47:15 +02:00
yiyixuxu
e8d0980f9f add img2img support - output does not match with non-modular pipeline completely yet (look into later) 2024-10-16 20:56:39 +02:00
yiyixuxu
52a7f1cb97 add dataflow info for each block in builder _repr_ 2024-10-16 09:04:32 +02:00
yiyixuxu
33f85fadf6 add 2024-10-14 19:16:23 +02:00
1118 changed files with 21727 additions and 1514 deletions

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@@ -180,6 +180,55 @@ jobs:
pip install slack_sdk tabulate
python utils/log_reports.py >> $GITHUB_STEP_SUMMARY
run_torch_compile_tests:
name: PyTorch Compile CUDA tests
runs-on:
group: aws-g4dn-2xlarge
container:
image: diffusers/diffusers-pytorch-compile-cuda
options: --gpus 0 --shm-size "16gb" --ipc host
steps:
- name: Checkout diffusers
uses: actions/checkout@v3
with:
fetch-depth: 2
- name: NVIDIA-SMI
run: |
nvidia-smi
- name: Install dependencies
run: |
python -m venv /opt/venv && export PATH="/opt/venv/bin:$PATH"
python -m uv pip install -e [quality,test,training]
- name: Environment
run: |
python utils/print_env.py
- name: Run torch compile tests on GPU
env:
HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
RUN_COMPILE: yes
run: |
python -m pytest -n 1 --max-worker-restart=0 --dist=loadfile -s -v -k "compile" --make-reports=tests_torch_compile_cuda tests/
- name: Failure short reports
if: ${{ failure() }}
run: cat reports/tests_torch_compile_cuda_failures_short.txt
- name: Test suite reports artifacts
if: ${{ always() }}
uses: actions/upload-artifact@v4
with:
name: torch_compile_test_reports
path: reports
- name: Generate Report and Notify Channel
if: always()
run: |
pip install slack_sdk tabulate
python utils/log_reports.py >> $GITHUB_STEP_SUMMARY
run_big_gpu_torch_tests:
name: Torch tests on big GPU
strategy:

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@@ -335,7 +335,7 @@ jobs:
- name: Environment
run: |
python utils/print_env.py
- name: Run example tests on GPU
- name: Run torch compile tests on GPU
env:
HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
RUN_COMPILE: yes

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,5 +1,5 @@
<!---
Copyright 2025- The HuggingFace Team. All rights reserved.
Copyright 2024- The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at
@@ -28,6 +28,7 @@ LoRA is a fast and lightweight training method that inserts and trains a signifi
- [`WanLoraLoaderMixin`] provides similar functions for [Wan](https://huggingface.co/docs/diffusers/main/en/api/pipelines/wan).
- [`CogView4LoraLoaderMixin`] provides similar functions for [CogView4](https://huggingface.co/docs/diffusers/main/en/api/pipelines/cogview4).
- [`AmusedLoraLoaderMixin`] is for the [`AmusedPipeline`].
- [`HiDreamImageLoraLoaderMixin`] provides similar functions for [HiDream Image](https://huggingface.co/docs/diffusers/main/en/api/pipelines/hidream)
- [`LoraBaseMixin`] provides a base class with several utility methods to fuse, unfuse, unload, LoRAs and more.
<Tip>
@@ -91,6 +92,10 @@ To learn more about how to load LoRA weights, see the [LoRA](../../using-diffuse
[[autodoc]] loaders.lora_pipeline.AmusedLoraLoaderMixin
## HiDreamImageLoraLoaderMixin
[[autodoc]] loaders.lora_pipeline.HiDreamImageLoraLoaderMixin
## LoraBaseMixin
[[autodoc]] loaders.lora_base.LoraBaseMixin

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
the License. You may obtain a copy of the License at

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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team and The InstantX Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team and The InstantX Team. All rights reserved.
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@@ -1,4 +1,4 @@
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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View File

@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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@@ -1,4 +1,4 @@
<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
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<!-- Copyright 2025 The HuggingFace Team. All rights reserved.
<!-- Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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@@ -1,4 +1,4 @@
<!--Copyright 2025 The HuggingFace Team. All rights reserved.
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<!--Copyright 2024 The HuggingFace Team, The Black Forest Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2024 The HuggingFace Team, The InstantX Team, and the XLabs Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team and Tencent Hunyuan Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
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<!--Copyright 2025 The HuggingFace Team. All rights reserved.
<!--Copyright 2024 The HuggingFace Team. All rights reserved.
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with
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