GitLab

* add docs.

* more docs.

* xfail full compilation for Qwen for now.

* tests

* up

* up

* up

* reviewer feedback.

* CogView4: remove SiLU in final AdaLN (match Megatron); add  switch to AdaLayerNormContinuous; split temb_raw/temb_blocks

* CogView4: remove SiLU in final AdaLN (match Megatron); add  switch to AdaLayerNormContinuous; split temb_raw/temb_blocks

* CogView4: remove SiLU in final AdaLN (match Megatron); add  switch to AdaLayerNormContinuous; split temb_raw/temb_blocks

* CogView4: use local final AdaLN (no SiLU) per review; keep generic AdaLN unchanged

* re-add configs as normal files (no LFS)

* Apply suggestions from code review

* Apply style fixes

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Co-authored-by: 武嘉涵 <lambert@wujiahandeMacBook-Pro.local>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

* feat(qwen-image):
add qwen-image-edit support

* fix(qwen image):
- compatible with torch.compile in new rope setting
- fix init import
- add prompt truncation in img2img and inpaint pipe
- remove unused logic and comment
- add copy statement
- guard logic for rope video shape tuple

* fix(qwen image):
- make fix-copies
- update doc

* support hf_quantizer in cache warmup.

* reviewer feedback

* up

* up

* tighten compilation tests for quantization

* feat: model_info but local.

* up

* Revert "tighten compilation tests for quantization"

This reverts commit 8d431dc967a4118168af74aae9c41f2a68764851.

* up

* reviewer feedback.

* reviewer feedback.

* up

* up

* empty

* update

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Co-authored-by: DN6 <dhruv.nair@gmail.com>

* feat: cuda device_map for pipelines.

* up

* up

* empty

* up

* Fix bf15/fp16 for pipeline_wan_vace.py

* Update pipeline_wan_vace.py

* try removing xfail decorator

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Co-authored-by: Aryan <aryan@huggingface.co>

* checking.

* checking

* checking

* up

* up

* up

* Apply suggestions from code review
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* up

* up

* fix

* review feedback.

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

* feat/qwenimage-img2img-inpaint

* Update qwenimage.md to reflect new pipelines and add # Copied from convention

* tiny fix for passing ruff check

* reformat code

* fix copied from statement

* fix copied from statement

* copy and style fix

* fix dummies

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Co-authored-by: TuanNT-ZenAI <tuannt.zenai@gmail.com>
Co-authored-by: DN6 <dhruv.nair@gmail.com>

[Bugfix] typo error in npu FA
Co-authored-by: J石页 <jiangshuo9@h-partners.com>
Co-authored-by: Aryan <aryan@huggingface.co>

* start

* draft

* state, pipelineblock, apis

* sequential

* fix links

* new

* loop, auto

* fix

* pipeline

* guiders

* components manager

* reviews

* update

* update

* update

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Co-authored-by: DN6 <dhruv.nair@gmail.com>

* align meta device of from_single_file with from_pretrained

* update docstr

* Apply style fixes

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Co-authored-by: IrisRainbowNeko <rainbow-neko@outlook.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

update

* update

* update

* update

* enable compilation in qwen image.

* add tests

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Co-authored-by: Aryan <aryan@huggingface.co>

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

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

* feat: support qwen lightning lora.

* add docs.

* fix

* start

* encoder.

* up

* up

* up

* up

* up

* up

* feat: support loading diffusers format gguf checkpoints.

* update

* update

* qwen

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Co-authored-by: DN6 <dhruv.nair@gmail.com>

* rearrage the params to groups: default params /image params /batch params / callback params

* make style

* add names property to pipeline blocks

* style

* remove more unused func

* prepare_latents_inpaint always return noise and image_latents

* up

* up

* update

* update

* update

* update

* update

* update

* update

* update

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Co-authored-by: DN6 <dhruv.nair@gmail.com>

lora_conversion_utils: replace lora up/down with a/b even if transformer. in key
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* use state dict when setting up LoRA.

* up

* up

* up

* comment

* up

* up

up

fix-flux-type-hint

* Initial commit implementing frequency-decoupled guidance (FDG) as a guider

* Update FrequencyDecoupledGuidance docstring to describe FDG

* Update project so that it accepts any number of non-batch dims

* Change guidance_scale and other params to accept a list of params for each freq level

* Add comment with Laplacian pyramid shapes

* Add function to import_utils to check if the kornia package is available

* Only import from kornia if package is available

* Fix bug: use pred_cond/uncond in freq space rather than data space

* Allow guidance rescaling to be done in data space or frequency space (speculative)

* Add kornia install instructions to kornia import error message

* Add config to control whether operations are upcast to fp64

* Add parallel_weights recommended values to docstring

* Apply style fixes

* make fix-copies

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>

* update

* update

update
Co-authored-by: Álvaro Somoza <asomoza@users.noreply.github.com>

* update

* update

* refactor

* fuck yeah

* make style

* Update src/diffusers/hooks/group_offloading.py
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update src/diffusers/hooks/group_offloading.py

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

* update

* update

* refactor

* add test

* address review comment

* nit

* add gguf kernel support
Signed-off-by: Isotr0py <2037008807@qq.com>

* fix
Signed-off-by: Isotr0py <2037008807@qq.com>

* optimize
Signed-off-by: Isotr0py <2037008807@qq.com>

* update

* update

* update

* update

* update

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Signed-off-by: Isotr0py <2037008807@qq.com>
Co-authored-by: DN6 <dhruv.nair@gmail.com>

up

* up

* up

* feat: support lora in qwen image and training script

* up

* up

* up

* up

* up

* up

* add lora tests

* fix

* add tests

* fix

* reviewer feedback

* up[

* Apply suggestions from code review
Co-authored-by: Aryan <aryan@huggingface.co>

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Co-authored-by: Aryan <aryan@huggingface.co>

* fix(qwen-image):
- update vae license

* Apply style fixes

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>

* Cross attention module to Wan Attention

* Apply style fixes

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>

* update

* update

* update

* add docs

* up

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

* (feat): qwen-image integration

* fix(qwen-image):
- remove unused logics related to controlnet/ip-adapter

* fix(qwen-image):
- compatible with attention dispatcher
- cond cache support

* fix(qwen-image):
- cond cache registry
- attention backend argument
- fix copies

* fix(qwen-image):
- remove local test

* Update src/diffusers/models/transformers/transformer_qwenimage.py

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

* Update autoencoder_kl_cosmos.py

* Apply style fixes

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>