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Author SHA1 Message Date
Inigo Goiri
841504bb1a Add support to pass image embeddings to the WAN I2V pipeline. (#11175) 
* Add support to pass image embeddings to the pipeline.



---------

Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-04-07 15:47:06 -10:00
Steven Liu
fc7a867ae5 [docs] MPS update (#11212) 
mps
 2025-04-07 14:32:27 -10:00
alex choi
5ded26cdc7 ensure dtype match between diffused latents and vae weights (#8391) 2025-04-07 12:59:10 -10:00
Yao Matrix
506f39af3a enable 1 case on XPU (#11219) 
enable case on XPU: 1. tests/quantization/bnb/test_mixed_int8.py::BnB8bitTrainingTests::test_training

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
 2025-04-07 08:24:21 +01:00
Mikko Tukiainen
8ad68c1393 Add missing MochiEncoder3D.gradient_checkpointing attribute (#11146) 
* Add missing 'gradient_checkpointing = False' attr

* Add (limited) tests for Mochi autoencoder

* Apply style fixes

* pass 'conv_cache' as arg instead of kwarg

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-04-06 02:46:45 +05:30
Edna
41afb6690c Add Wan with STG as a community pipeline (#11184) 
* Add stg wan to community pipelines

* remove debug prints

* remove unused comment

* Update doc

* Add credit + fix typo

* Apply style fixes

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-04-05 04:00:40 +02:00
Tolga Cangöz
13e48492f0 [LTX0.9.5] Refactor LTXConditionPipeline for text-only conditioning (#11174) 
* Refactor `LTXConditionPipeline` to add text-only conditioning

* style

* up

* Refactor `LTXConditionPipeline` to streamline condition handling and improve clarity

* Improve condition checks

* Simplify latents handling based on conditioning type

* Refactor rope_interpolation_scale preparation for clarity and efficiency

* Update LTXConditionPipeline docstring to clarify supported input types

* Add LTX Video 0.9.5 model to documentation

* Clarify documentation to indicate support for text-only conditioning without passing `conditions`

* refactor: comment out unused parameters in LTXConditionPipeline

* fix: restore previously commented parameters in LTXConditionPipeline

* fix: remove unused parameters from LTXConditionPipeline

* refactor: remove unnecessary lines in LTXConditionPipeline
 2025-04-04 16:43:15 +02:00
Suprhimp
94f2c48d58 [feat]Add strength in flux_fill pipeline (denoising strength for fluxfill) (#10603) 
* [feat]add strength in flux_fill pipeline

* Update src/diffusers/pipelines/flux/pipeline_flux_fill.py

* Update src/diffusers/pipelines/flux/pipeline_flux_fill.py

* Update src/diffusers/pipelines/flux/pipeline_flux_fill.py

* [refactor] refactor after review

* [fix] change comment

* Apply style fixes

* empty

* fix

* update prepare_latents from flux.img2img pipeline

* style

* Update src/diffusers/pipelines/flux/pipeline_flux_fill.py

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 2025-04-04 11:23:30 -03:00
Dhruv Nair
aabf8ce20b Fix Single File loading for LTX VAE (#11200) 
update
 2025-04-04 18:02:39 +05:30
Kenneth Gerald Hamilton
f10775b1b5 Fixed requests.get function call by adding timeout parameter. (#11156) 
* Fixed requests.get function call by adding timeout parameter.

* declare DIFFUSERS_REQUEST_TIMEOUT in constants and import when needed

* remove unneeded os import

* Apply style fixes

---------

Co-authored-by: Sai-Suraj-27 <sai.suraj.27.729@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-04-04 07:23:14 +01:00
célina
6edb774b5e Update Style Bot workflow (#11202) 
update style bot workflow
 2025-04-03 19:31:49 +02:00
Basile Lewandowski
480510ada9 Change KolorsPipeline LoRA Loader to StableDiffusion (#11198) 
Change LoRA Loader to StableDiffusion

Replace the SDXL LoRA Loader Mixin inheritance with the StableDiffusion one
 2025-04-03 11:21:11 -03:00
Abhipsha Das
d9023a671a [Model Card] standardize advanced diffusion training sdxl lora (#7615) 
* model card gen code

* push modelcard creation

* remove optional from params

* add import

* add use_dora check

* correct lora var use in tags

* make style && make quality

---------

Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-04-03 07:43:01 +05:30
Eliseu Silva
c4646a3931 feat: [Community Pipeline] - FaithDiff Stable Diffusion XL Pipeline (#11188) 
* feat: [Community Pipeline] - FaithDiff Stable Diffusion XL Pipeline for Image SR.

* added pipeline
 2025-04-02 11:33:19 -10:00
Dhruv Nair
c97b709afa Add CacheMixin to Wan and LTX Transformers (#11187) 
* update

* update

* update
 2025-04-02 10:16:31 -10:00
lakshay sharma
b0ff822ed3 Update import_utils.py (#10329) 
added onnxruntime-vitisai for custom build onnxruntime pkg
 2025-04-02 20:47:10 +01:00
hlky
78c2fdc52e SchedulerMixin from_pretrained and ConfigMixin Self type annotation (#11192) 2025-04-02 08:24:02 -10:00
hlky
54dac3a87c Fix enable_sequential_cpu_offload in CogView4Pipeline (#11195) 
* Fix enable_sequential_cpu_offload in CogView4Pipeline

* make fix-copies
 2025-04-02 16:51:23 +01:00
hlky
e5c6027ef8 [docs] torch_dtype map (#11194) 2025-04-02 12:46:28 +01:00
hlky
da857bebb6 Revert save_model in ModelMixin save_pretrained and use safe_serialization=False in test (#11196) 2025-04-02 12:45:36 +01:00
Fanli Lin
52b460feb9 [tests] HunyuanDiTControlNetPipeline inference precision issue on XPU (#11197) 
* add xpu part

* fix more cases

* remove some cases

* no canny

* format fix
 2025-04-02 12:45:02 +01:00
hlky
d8c617ccb0 allow models to run with a user-provided dtype map instead of a single dtype (#10301) 
* allow models to run with a user-provided dtype map instead of a single dtype

* make style

* Add warning, change `_` to `default`

* make style

* add test

* handle shared tensors

* remove warning

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-04-02 09:05:46 +01:00
Bruno Magalhaes
fe2b397426 remove unnecessary call to F.pad (#10620) 
* rewrite memory count without implicitly using dimensions by @ic-synth

* replace F.pad by built-in padding in Conv3D

* in-place sums to reduce memory allocations

* fixed trailing whitespace

* file reformatted

* in-place sums

* simpler in-place expressions

* removed in-place sum, may affect backward propagation logic

* removed in-place sum, may affect backward propagation logic

* removed in-place sum, may affect backward propagation logic

* reverted change
 2025-04-02 08:19:51 +01:00
Eliseu Silva
be0b7f55cc fix: for checking mandatory and optional pipeline components (#11189) 
fix: optional componentes verification on load
 2025-04-02 08:07:24 +01:00
jiqing-feng
4d5a96e40a fix autocast (#11190) 
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
 2025-04-02 07:26:27 +01:00
Yao Matrix
a7f07c1ef5 map BACKEND_RESET_MAX_MEMORY_ALLOCATED to reset_peak_memory_stats on XPU (#11191) 
Signed-off-by: YAO Matrix <matrix.yao@intel.com>
 2025-04-02 07:25:48 +01:00
Dhruv Nair
df1d7b01f1 [WIP] Add Wan Video2Video (#11053) 
* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update
 2025-04-01 17:22:11 +05:30
Fanli Lin
5a6edac087 [tests] no hard-coded cuda (#11186) 
no cuda only
 2025-04-01 12:14:31 +01:00
kakukakujirori
e8fc8b1f81 Bug fix in LTXImageToVideoPipeline.prepare_latents() when latents is already set (#10918) 
* Bug fix in ltx

* Assume packed latents.

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2025-03-31 12:15:43 -10:00
hlky
d6f4774c1c Add latents_mean and latents_std to SDXLLongPromptWeightingPipeline (#11034) 2025-03-31 11:32:29 -10:00
Mark
eb50defff2 [Docs] Fix environment variables in installation.md (#11179) 2025-03-31 09:15:25 -07:00
Aryan
2c59af7222 Raise warning and round down if Wan num_frames is not 4k + 1 (#11167) 
* update

* raise warning and round to nearest multiple of scale factor
 2025-03-31 13:33:28 +05:30
hlky
75d7e5cc45 Fix LatteTransformer3DModel dtype mismatch with enable_temporal_attentions (#11139) 2025-03-29 15:52:56 +01:00
Dhruv Nair
617c208bb4 [Docs] Update Wan Docs with memory optimizations (#11089) 
* update

* update
 2025-03-28 19:05:56 +05:30
hlky
5d970a4aa9 WanI2V encode_image (#11164) 
* WanI2V encode_image
 2025-03-28 18:05:34 +05:30
kentdan3msu
de6a88c2d7 Set self._hf_peft_config_loaded to True when LoRA is loaded using load_lora_adapter in PeftAdapterMixin class (#11155) 
set self._hf_peft_config_loaded to True on successful lora load

Sets the `_hf_peft_config_loaded` flag if a LoRA is successfully loaded in `load_lora_adapter`. Fixes bug huggingface/diffusers/issues/11148

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-03-26 18:31:18 +01:00
Dhruv Nair
7dc52ea769 [Quantization] dtype fix for GGUF + fix BnB tests (#11159) 
* update

* update

* update

* update
 2025-03-26 22:22:16 +05:30
Junsong Chen
739d6ec731 add a timestep scale for sana-sprint teacher model (#11150) 2025-03-25 08:47:39 -10:00
Aryan
1ddf3f3a19 Improve information about group offloading and layerwise casting (#11101) 
* update

* Update docs/source/en/optimization/memory.md

* Apply suggestions from code review

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

* apply review suggestions

* update

---------

Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
 2025-03-24 23:25:59 +05:30
Jun Yeop Na
7aac77affa [doc] Fix Korean Controlnet Train doc (#11141) 
* remove typo from korean controlnet train doc

* removed more paragraphs to remain in sync with the english document
 2025-03-24 09:38:21 -07:00
Aryan
8907a70a36 New HunyuanVideo-I2V (#11066) 
* update

* update

* update

* add tests

* update docs

* raise value error

* warning for true cfg and guidance scale

* fix test
 2025-03-24 21:18:40 +05:30
Junsong Chen
5dbe4f5de6 [fix SANA-Sprint] (#11142) 
* fix bug in sana conversion script;

* add more model paths;

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-03-23 23:38:14 -10:00
Yuxuan Zhang
1d37f42055 Modify the implementation of retrieve_timesteps in CogView4-Control. (#11125) 
* 1

* change to channel 1

* cogview4 control training

* add CacheMixin

* 1

* remove initial_input_channels change for val

* 1

* update

* use 3.5

* new loss

* 1

* use imagetoken

* for megatron convert

* 1

* train con and uc

* 2

* remove guidance_scale

* Update pipeline_cogview4_control.py

* fix

* use cogview4 pipeline with timestep

* update shift_factor

* remove the uncond

* add max length

* change convert and use GLMModel instead of GLMForCasualLM

* fix

* [cogview4] Add attention mask support to transformer model

* [fix] Add attention mask for padded token

* update

* remove padding type

* Update train_control_cogview4.py

* resolve conflicts with #10981

* add control convert

* use control format

* fix

* add missing import

* update with cogview4 formate

* make style

* Update pipeline_cogview4_control.py

* Update pipeline_cogview4_control.py

* remove

* Update pipeline_cogview4_control.py

* put back

* Apply style fixes

---------

Co-authored-by: OleehyO <leehy0357@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-03-23 21:17:14 +05:30
Tolga Cangöz
0213179ba8 Update README and example code for AnyText usage (#11028) 
* [Documentation] Update README and example code with additional usage instructions for AnyText

* [Documentation] Update README for AnyTextPipeline and improve logging in code

* Remove wget command for font file from example docstring in anytext.py
 2025-03-23 21:15:57 +05:30
hlky
a7d53a5939 Don't override torch_dtype and don't use when quantization_config is set (#11039) 
* Don't use `torch_dtype` when `quantization_config` is set

* up

* djkajka

* Apply suggestions from code review

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
 2025-03-21 21:58:38 +05:30
YiYi Xu
8a63aa5e4f add sana-sprint (#11074) 
* add sana-sprint




---------

Co-authored-by: Junsong Chen <cjs1020440147@icloud.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
 2025-03-21 06:21:18 -10:00
Aryan
844221ae4e [core] FasterCache (#10163) 
* init

* update

* update

* update

* make style

* update

* fix

* make it work with guidance distilled models

* update

* make fix-copies

* add tests

* update

* apply_faster_cache -> apply_fastercache

* fix

* reorder

* update

* refactor

* update docs

* add fastercache to CacheMixin

* update tests

* Apply suggestions from code review

* make style

* try to fix partial import error

* Apply style fixes

* raise warning

* update

---------

Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
 2025-03-21 09:35:04 +05:30
CyberVy
9b2c0a7dbe fix _callback_tensor_inputs of sd controlnet inpaint pipeline missing some elements (#11073) 
* Update pipeline_controlnet_inpaint.py

* Apply style fixes
 2025-03-20 23:56:12 -03:00
Parag Ekbote
f424b1b062 Notebooks for Community Scripts-8 (#11128) 
Add 4 Notebooks and update the missing links for the
example README.
 2025-03-20 12:24:46 -07:00
YiYi Xu
e9fda3924f remove F.rms_norm for now (#11126) 
up
 2025-03-20 07:55:01 -10:00