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Merged
merged 17 commits into from
Apr 1, 2025
Merged

[WIP] Add Wan Video2Video #11053

merged 17 commits into from
Apr 1, 2025

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DN6
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@DN6 DN6 commented Mar 13, 2025 •
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What does this PR do?

Add Wan Vid2Vid

Fixes # (issue)

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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.

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DN6 commented Mar 14, 2025 •
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Example:

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@DN6 DN6 requested a review from yiyixuxu March 14, 2025 11:32
@DN6 DN6 requested a review from a-r-r-o-w March 24, 2025 17:03
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a-r-r-o-w approved these changes Mar 31, 2025
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Thanks, looks great!

src/diffusers/pipelines/wan/pipeline_wan_video2video.py
self.vae_scale_factor_spatial = 2 ** len(self.vae.temperal_downsample) if getattr(self, "vae", None) else 8
self.video_processor = VideoProcessor(vae_scale_factor=self.vae_scale_factor_spatial)

def _get_t5_prompt_embeds(
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Let's add # Copied from?

src/diffusers/pipelines/wan/pipeline_wan_video2video.py

return prompt_embeds

def encode_prompt(
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Let's add # Copied from?

@DN6 DN6 merged commit df1d7b0 into main Apr 1, 2025
14 of 15 checks passed
jonluca added a commit to weights-ai/diffusers that referenced this pull request Apr 3, 2025
@jonluca @a-r-r-o-w
@remarkablemark @hlky @kakukakujirori @DN6 @yiyixuxu @faaany @yao-matrix @jiqing-feng @elismasilva @bm-synth @sayakpaul @Lakshaysharma048 @chiral-carbon @BasileLewan @hanouticelina
sync head (#5)
8b29764 
* Raise warning and round down if Wan num_frames is not 4k + 1 (huggingface#11167)

* update

* raise warning and round to nearest multiple of scale factor

* [Docs] Fix environment variables in `installation.md` (huggingface#11179)

* Add `latents_mean` and `latents_std` to `SDXLLongPromptWeightingPipeline` (huggingface#11034)

* Bug fix in LTXImageToVideoPipeline.prepare_latents() when latents is already set (huggingface#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>

* [tests] no hard-coded cuda  (huggingface#11186)

no cuda only

* [WIP] Add Wan Video2Video (huggingface#11053)

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* map BACKEND_RESET_MAX_MEMORY_ALLOCATED to reset_peak_memory_stats on XPU (huggingface#11191)

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

* fix autocast (huggingface#11190)

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

* fix: for checking mandatory and optional pipeline components (huggingface#11189)

fix: optional componentes verification on load

* remove unnecessary call to `F.pad` (huggingface#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

* allow models to run with a user-provided dtype map instead of a single dtype (huggingface#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>

* [tests] HunyuanDiTControlNetPipeline inference precision issue on XPU (huggingface#11197)

* add xpu part

* fix more cases

* remove some cases

* no canny

* format fix

* Revert `save_model` in ModelMixin save_pretrained and use safe_serialization=False in test (huggingface#11196)

* [docs] `torch_dtype` map (huggingface#11194)

* Fix enable_sequential_cpu_offload in CogView4Pipeline (huggingface#11195)

* Fix enable_sequential_cpu_offload in CogView4Pipeline

* make fix-copies

* SchedulerMixin from_pretrained and ConfigMixin Self type annotation (huggingface#11192)

* Update import_utils.py (huggingface#10329)

added onnxruntime-vitisai for custom build onnxruntime pkg

* Add CacheMixin to Wan and LTX Transformers (huggingface#11187)

* update

* update

* update

* feat: [Community Pipeline] - FaithDiff Stable Diffusion XL Pipeline (huggingface#11188)

* feat: [Community Pipeline] - FaithDiff Stable Diffusion XL Pipeline for Image SR.

* added pipeline

* [Model Card] standardize advanced diffusion training sdxl lora (huggingface#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>

* Change KolorsPipeline LoRA Loader to StableDiffusion (huggingface#11198)

Change LoRA Loader to StableDiffusion

Replace the SDXL LoRA Loader Mixin inheritance with the StableDiffusion one

* Update Style Bot workflow (huggingface#11202)

update style bot workflow

---------

Signed-off-by: YAO Matrix <matrix.yao@intel.com>
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: Mark <remarkablemark@users.noreply.github.com>
Co-authored-by: hlky <hlky@hlky.ac>
Co-authored-by: kakukakujirori <63725741+kakukakujirori@users.noreply.github.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Fanli Lin <fanli.lin@intel.com>
Co-authored-by: Yao Matrix <matrix.yao@intel.com>
Co-authored-by: jiqing-feng <jiqing.feng@intel.com>
Co-authored-by: Eliseu Silva <elismasilva@gmail.com>
Co-authored-by: Bruno Magalhaes <bruno.magalhaes@synthesia.io>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: lakshay sharma <31830611+Lakshaysharma048@users.noreply.github.com>
Co-authored-by: Abhipsha Das <ad6489@nyu.edu>
Co-authored-by: Basile Lewandowski <basile.lewan@gmail.com>
Co-authored-by: célina <hanouticelina@gmail.com>
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@a-r-r-o-w a-r-r-o-w a-r-r-o-w approved these changes

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