latentCall145
9b5180cb5f
Flux fp16 inference fix ( #9097 )
...
* clipping for fp16
* fix typo
* added fp16 inference to docs
* fix docs typo
* include link for fp16 investigation
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-07 10:54:20 +05:30
Aryan
16a93f1a25
[core] FreeNoise ( #8948 )
...
* initial work draft for freenoise; needs massive cleanup
* fix freeinit bug
* add animatediff controlnet implementation
* revert attention changes
* add freenoise
* remove old helper functions
* add decode batch size param to all pipelines
* make style
* fix copied from comments
* make fix-copies
* make style
* copy animatediff controlnet implementation from #8972
* add experimental support for num_frames not perfectly fitting context length, ocntext stride
* make unet motion model lora work again based on #8995
* copy load video utils from #8972
* copied from AnimateDiff::prepare_latents
* address the case where last batch of frames does not match length of indices in prepare latents
* decode_batch_size->vae_batch_size; batch vae encode support in animatediff vid2vid
* revert sparsectrl and sdxl freenoise changes
* revert pia
* add freenoise tests
* make fix-copies
* improve docstrings
* add freenoise tests to animatediff controlnet
* update tests
* Update src/diffusers/models/unets/unet_motion_model.py
* add freenoise to animatediff pag
* address review comments
* make style
* update tests
* make fix-copies
* fix error message
* remove copied from comment
* fix imports in tests
* update
---------
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
2024-08-07 10:35:18 +05:30
Sayak Paul
2d753b6fb5
fix train_dreambooth_lora_sd3.py loading hook ( #9107 )
2024-08-07 10:09:47 +05:30
Álvaro Somoza
39e1f7eaa4
[Kolors] Add PAG ( #8934 )
...
* txt2img pag added
* autopipe added, fixed case
* style
* apply suggestions
* added fast tests, added todo tests
* revert dummy objects for kolors
* fix pag dummies
* fix test imports
* update pag tests
* add kolor pag to docs
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-07 09:29:52 +05:30
Dhruv Nair
e1b603dc2e
[Single File] Add single file support for Flux Transformer ( #9083 )
...
* update
* update
* update
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-07 08:49:57 +05:30
Marc Sun
e4325606db
Fix loading sharded checkpoints when we have variants ( #9061 )
...
* Fix loading sharded checkpoint when we have variant
* add test
* remote print
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-06 13:38:44 -10:00
Ahn Donghoon (안동훈 / suno)
926daa30f9
add PAG support for Stable Diffusion 3 ( #8861 )
...
add pag sd3
---------
Co-authored-by: HyoungwonCho <jhw9811@korea.ac.kr >
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
Co-authored-by: crepejung00 <jaewoojung00@naver.com >
Co-authored-by: YiYi Xu <yixu310@gmail.com >
Co-authored-by: Aryan <contact.aryanvs@gmail.com >
Co-authored-by: Aryan <aryan@huggingface.co >
2024-08-06 09:11:35 -10:00
Dhruv Nair
325a5de3a9
[Docs] Add community projects section to docs ( #9013 )
...
* update
* update
* update
2024-08-06 08:59:39 -07:00
Dhruv Nair
4c6152c2fb
update
2024-08-06 12:00:14 +00:00
Vinh H. Pham
87e50a2f1d
[Tests] Improve transformers model test suite coverage - Hunyuan DiT ( #8916 )
...
* add hunyuan model test
* apply suggestions
* reduce dims further
* reduce dims further
* run make style
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-06 12:59:30 +05:30
Aryan
a57a7af45c
[bug] remove unreachable norm_type=ada_norm_continuous from norm3 initialization conditions ( #9006 )
...
remove ada_norm_continuous from norm3 list
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-06 07:23:48 +05:30
Sayak Paul
52f1378e64
[Core] add QKV fusion to AuraFlow and PixArt Sigma ( #8952 )
...
* add fusion support to pixart
* add to auraflow.
* add tests
* apply review feedback.
* add back args and kwargs
* style
2024-08-05 14:09:37 -10:00
Tolga Cangöz
3dc97bd148
Update CLIPFeatureExtractor to CLIPImageProcessor and DPTFeatureExtractor to DPTImageProcessor ( #9002 )
...
* fix: update `CLIPFeatureExtractor` to `CLIPImageProcessor` in codebase
* `make style && make quality`
* Update `DPTFeatureExtractor` to `DPTImageProcessor` in codebase
* `make style`
---------
Co-authored-by: Aryan <aryan@huggingface.co >
2024-08-05 09:20:29 -10:00
omahs
6d32b29239
Fix typos ( #9077 )
...
* fix typo
2024-08-05 09:00:08 -10:00
YiYi Xu
bc3c73ad0b
add sentencepiece as a soft dependency ( #9065 )
...
* add sentencepiece as soft dependency for kolors
* up
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-05 08:04:51 -10:00
Sayak Paul
5934873b8f
[Docs] add stable cascade unet doc. ( #9066 )
...
* add stable cascade unet doc.
* fix path
2024-08-05 21:28:48 +05:30
Aryan
b7058d142c
PAG variant for HunyuanDiT, PAG refactor ( #8936 )
...
* copy hunyuandit pipeline
* pag variant of hunyuan dit
* add tests
* update docs
* make style
* make fix-copies
* Update src/diffusers/pipelines/pag/pag_utils.py
* remove incorrect copied from
* remove pag hunyuan attn procs to resolve conflicts
* add pag attn procs again
* new implementation for pag_utils
* revert pag changes
* add pag refactor back; update pixart sigma
* update pixart pag tests
* apply suggestions from review
Co-Authored-By: yixu310@gmail.com
* make style
* update docs, fix tests
* fix tests
* fix test_components_function since list not accepted as valid __init__ param
* apply patch to fix broken tests
Co-Authored-By: Sayak Paul <spsayakpaul@gmail.com >
* make style
* fix hunyuan tests
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-05 17:56:09 +05:30
Vinh H. Pham
e1d508ae92
[Tests] Improve transformers model test suite coverage - Latte ( #8919 )
...
* add LatteTransformer3DModel model test
* change patch_size to 1
* reduce req len
* reduce channel dims
* increase num_layers
* reduce dims further
* run make style
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
Co-authored-by: Aryan <aryan@huggingface.co >
2024-08-05 17:13:03 +05:30
Sayak Paul
fc6a91e383
[FLUX] support LoRA ( #9057 )
...
* feat: lora support for Flux.
add tests
fix imports
major fixes.
* fix
fixes
final fixes?
* fix
* remove is_peft_available.
2024-08-05 10:24:05 +05:30
Aryan
2b76099610
[refactor] apply qk norm in attention processors ( #9071 )
...
* apply qk norm in attention processors
* revert attention processor
* qk-norm in only attention proc 2.0 and fused variant
2024-08-04 05:42:46 -10:00
psychedelicious
4f0d01d387
type get_attention_scores as optional in get_attention_scores ( #9075 )
...
`None` is valid for `get_attention_scores`, should be typed as such
2024-08-04 17:19:05 +05:30
asfiyab-nvidia
3dc10a535f
Update TensorRT txt2img and inpaint community pipelines ( #9037 )
...
* Update TensorRT txt2img and inpaint community pipelines
Signed-off-by: Asfiya Baig <asfiyab@nvidia.com >
* update tensorrt install instructions
Signed-off-by: Asfiya Baig <asfiyab@nvidia.com >
---------
Signed-off-by: Asfiya Baig <asfiyab@nvidia.com >
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-04 16:00:40 +05:30
Sayak Paul
c370b90ff1
[Flux] minor documentation fixes for flux. ( #9048 )
...
* minor documentation fixes for flux.
* clipskip
* add gist
2024-08-04 15:53:01 +05:30
Philip Rideout
ebf3ab1477
Fix grammar mistake. ( #9072 )
2024-08-04 04:32:03 +05:30
Aryan
fbe29c6298
[refactor] create modeling blocks specific to AnimateDiff ( #8979 )
...
* animatediff specific transformer model
* make style
* make fix-copies
* move blocks to unet motion model
* make style
* remove dummy object
* fix incorrectly passed param causing test failures
* rename model and output class
* fix sparsectrl imports
* remove todo comments
* remove temporal double self attn param from controlnet sparsectrl
* add deprecated versions of blocks
* apply suggestions from review
* update
---------
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
2024-08-03 13:03:39 +05:30
Tolga Cangöz
7071b7461b
Errata: Fix typos & \s+$ ( #9008 )
...
* Fix typos
* chore: Fix typos
* chore: Update README.md for promptdiffusion example
* Trim trailing white spaces
* Fix a typo
* update number
* chore: update number
* Trim trailing white space
* Update README.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* Update README.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
---------
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2024-08-02 21:24:25 -07:00
Frank (Haofan) Wang
a054c78495
Update transformer_flux.py ( #9060 )
2024-08-03 08:58:32 +05:30
Dhruv Nair
b1f43d7189
Fix Nightly Deps ( #9036 )
...
update
2024-08-02 15:18:54 +05:30
Sayak Paul
0e460675e2
[Flux] allow tests to run ( #9050 )
...
* fix tests
* fix
* float64 skip
* remove sample_size.
* remove
* remove more
* default_sample_size.
* credit black forest for flux model.
* skip
* fix: tests
* remove OriginalModelMixin
* add transformer model test
* add: transformer model tests
2024-08-02 11:49:59 +05:30
Sayak Paul
7b98c4cc67
[Core] Add PAG support for PixArtSigma ( #8921 )
...
* feat: add pixart sigma pag.
* inits.
* fixes
* fix
* remove print.
* copy paste methods to the pixart pag mixin
* fix-copies
* add documentation.
* add tests.
* remove correction file.
* remove pag_applied_layers
* empty
2024-08-02 07:12:41 +05:30
Sayak Paul
27637a5402
Flux pipeline ( #9043 )
...
add flux!
Signed-off-by: Adrien <adrien@huggingface.co >
Co-authored-by: Adrien <adrien.69740@gmail.com >
Co-authored-by: Anatoly Belikov <abelikov@singularitynet.io >
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
Co-authored-by: yiyixuxu <yixu310@gmail.com >
2024-08-01 11:30:52 -10:00
Aryan
2ea22e1cc7
[docs] fix pia example ( #9015 )
...
fix pia example docstring
2024-08-02 02:47:40 +05:30
YiYi Xu
95a7832879
fix load sharded checkpoint from a subfolder (local path) ( #8913 )
...
fix
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-08-01 20:15:42 +05:30
Dhruv Nair
c646fbc124
Updates deps for pipeline test fetcher ( #9033 )
...
update
2024-08-01 13:22:13 +05:30
Aryan
05b706c003
PAG variant for AnimateDiff ( #8789 )
...
* add animatediff pag pipeline
* remove unnecessary print
* make fix-copies
* fix ip-adapter bug
* update docs
* add fast tests and fix bugs
* update
* update
* address review comments
* update ip adapter single test expected slice
* implement test_from_pipe_consistent_config; fix expected slice values
* LoraLoaderMixin->StableDiffusionLoraLoaderMixin; add latest freeinit test
2024-08-01 12:39:39 +05:30
Yoach Lacombe
ea1b4ea7ca
Fix Stable Audio repository id ( #9016 )
...
Fix Stable Audio repo id
2024-07-30 23:17:44 +05:30
Aryan
e5b94b4c57
[core] Move community AnimateDiff ControlNet to core ( #8972 )
...
* add animatediff controlnet to core
* make style; remove unused method
* fix copied from comment
* add tests
* changes to make tests work
* add utility function to load videos
* update docs
* update pipeline example
* make style
* update docs with example
* address review comments
* add latest freeinit test from #8969
* LoraLoaderMixin -> StableDiffusionLoraLoaderMixin
* fix docs
* Update src/diffusers/utils/loading_utils.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
* fix: variable out of scope
---------
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
2024-07-30 17:10:37 +05:30
Yoach Lacombe
69e72b1dd1
Stable Audio integration ( #8716 )
...
* WIP modeling code and pipeline
* add custom attention processor + custom activation + add to init
* correct ProjectionModel forward
* add stable audio to __initèè
* add autoencoder and update pipeline and modeling code
* add half Rope
* add partial rotary v2
* add temporary modfis to scheduler
* add EDM DPM Solver
* remove TODOs
* clean GLU
* remove att.group_norm to attn processor
* revert back src/diffusers/schedulers/scheduling_dpmsolver_multistep.py
* refactor GLU -> SwiGLU
* remove redundant args
* add channel multiples in autoencoder docstrings
* changes in docsrtings and copyright headers
* clean pipeline
* further cleaning
* remove peft and lora and fromoriginalmodel
* Delete src/diffusers/pipelines/stable_audio/diffusers.code-workspace
* make style
* dummy models
* fix copied from
* add fast oobleck tests
* add brownian tree
* oobleck autoencoder slow tests
* remove TODO
* fast stable audio pipeline tests
* add slow tests
* make style
* add first version of docs
* wrap is_torchsde_available to the scheduler
* fix slow test
* test with input waveform
* add input waveform
* remove some todos
* create stableaudio gaussian projection + make style
* add pipeline to toctree
* fix copied from
* make quality
* refactor timestep_features->time_proj
* refactor joint_attention_kwargs->cross_attention_kwargs
* remove forward_chunk
* move StableAudioDitModel to transformers folder
* correct convert + remove partial rotary embed
* apply suggestions from yiyixuxu -> removing attn.kv_heads
* remove temb
* remove cross_attention_kwargs
* further removal of cross_attention_kwargs
* remove text encoder autocast to fp16
* continue removing autocast
* make style
* refactor how text and audio are embedded
* add paper
* update example code
* make style
* unify projection model forward + fix device placement
* make style
* remove fuse qkv
* apply suggestions from review
* Update src/diffusers/pipelines/stable_audio/pipeline_stable_audio.py
Co-authored-by: YiYi Xu <yixu310@gmail.com >
* make style
* smaller models in fast tests
* pass sequential offloading fast tests
* add docs for vae and autoencoder
* make style and update example
* remove useless import
* add cosine scheduler
* dummy classes
* cosine scheduler docs
* better description of scheduler
---------
Co-authored-by: YiYi Xu <yixu310@gmail.com >
2024-07-30 15:29:06 +05:30
Sayak Paul
8c4856cd6c
[LoRA] fix: animate diff lora stuff. ( #8995 )
...
* fix: animate diff lora stuff.
* fix scaling function for UNetMotionModel
* emoty
2024-07-30 09:18:41 +05:30
Anatoly Belikov
f240a936da
handle lora scale and clip skip in lpw sd and sdxl community pipelines ( #8988 )
...
* handle lora scale and clip skip in lpw sd and sdxl
* use StableDiffusionLoraLoaderMixin
* use StableDiffusionXLLoraLoaderMixin
* style
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-07-30 07:19:28 +05:30
Sayak Paul
00d8d46e23
[Docs] credit where it's due for Lumina and Latte. ( #9000 )
...
credit where it's due for Lumina and Latte.
2024-07-29 10:02:03 -07:00
Adrien
bfc9369f0a
[CI] Update runner configuration for setup and nightly tests ( #9005 )
...
* [CI] Update runner configuration for setup and nightly tests
Signed-off-by: Adrien <adrien@huggingface.co >
* fix group
Signed-off-by: Adrien <adrien@huggingface.co >
* update for t4
Signed-off-by: Adrien <adrien@huggingface.co >
---------
Signed-off-by: Adrien <adrien@huggingface.co >
2024-07-29 21:14:31 +05:30
Álvaro Somoza
73acebb8cf
[Kolors] Add IP Adapter ( #8901 )
...
* initial draft
* apply suggestions
* fix failing test
* added ipa to img2img
* add docs
* apply suggestions
2024-07-26 14:25:44 -04:00
Aryan
ca0747a07e
remove unused code from pag attn procs ( #8928 )
2024-07-26 07:58:40 -10:00
Aryan
5c53ca5ed8
[core] AnimateDiff SparseCtrl ( #8897 )
...
* initial sparse control model draft
* remove unnecessary implementation
* copy animatediff pipeline
* remove deprecated callbacks
* update
* update pipeline implementation progress
* make style
* make fix-copies
* update progress
* add partially working pipeline
* remove debug prints
* add model docs
* dummy objects
* improve motion lora conversion script
* fix bugs
* update docstrings
* remove unnecessary model params; docs
* address review comment
* add copied from to zero_module
* copy animatediff test
* add fast tests
* update docs
* update
* update pipeline docs
* fix expected slice values
* fix license
* remove get_down_block usage
* remove temporal_double_self_attention from get_down_block
* update
* update docs with org and documentation images
* make from_unet work in sparsecontrolnetmodel
* add latest freeinit test from #8969
* make fix-copies
* LoraLoaderMixin -> StableDiffsuionLoraLoaderMixin
2024-07-26 17:46:05 +05:30
Aryan
57a021d5e4
[fix] FreeInit step index out of bounds ( #8969 )
...
* fix step index out of bounds
* add test for free_init with different schedulers
* add test to vid2vid and pia
2024-07-26 16:45:55 +05:30
Dhruv Nair
1168eaaadd
[CI] Nightly Test Runner explicitly set runner for Setup Pipeline Matrix ( #8986 )
...
* update
* update
* update
2024-07-26 13:20:35 +05:30
Dhruv Nair
bce9105ac7
[CI] Fix parallelism in nightly tests ( #8983 )
...
update
2024-07-26 10:04:01 +05:30
RandomGamingDev
2afb2e0aac
Added accelerator based gradient accumulation for basic_example ( #8966 )
...
added accelerator based gradient accumulation for basic_example
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2024-07-26 09:35:52 +05:30
Sayak Paul
d87fe95f90
[Chore] add LoraLoaderMixin to the inits ( #8981 )
...
* introduce to promote reusability.
* up
* add more tests
* up
* remove comments.
* fix fuse_nan test
* clarify the scope of fuse_lora and unfuse_lora
* remove space
* rewrite fuse_lora a bit.
* feedback
* copy over load_lora_into_text_encoder.
* address dhruv's feedback.
* fix-copies
* fix issubclass.
* num_fused_loras
* fix
* fix
* remove mapping
* up
* fix
* style
* fix-copies
* change to SD3TransformerLoRALoadersMixin
* Apply suggestions from code review
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
* up
* handle wuerstchen
* up
* move lora to lora_pipeline.py
* up
* fix-copies
* fix documentation.
* comment set_adapters().
* fix-copies
* fix set_adapters() at the model level.
* fix?
* fix
* loraloadermixin.
---------
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com >
2024-07-26 08:59:33 +05:30
