Commit Graph

355 Commits

Author SHA1 Message Date
Patrick von Platen cd91fc06fe
Re-add xformers enable to UNet2DCondition (#1627)
* finish

* fix

* Update tests/models/test_models_unet_2d.py

* style

Co-authored-by: Anton Lozhkov <anton@huggingface.co>
2022-12-09 14:05:38 +01:00
Suraj Patil 5383188c7e
StableDiffusionDepth2ImgPipeline (#1531)
* begin depth pipeline

* add depth estimation model

* fix prepare_depth_mask

* add a comment about autocast

* copied from, quality, cleanup

* begin tests

* handle tensors

* norm image tensor

* fix batch size

* fix tests

* fix enable_sequential_cpu_offload

* fix save load

* fix test_save_load_float16

* fix test_save_load_optional_components

* fix test_float16_inference

* fix test_cpu_offload_forward_pass

* fix test_dict_tuple_outputs_equivalent

* up

* fix fast tests

* fix test_stable_diffusion_img2img_multiple_init_images

* fix few more fast tests

* don't use device map for DPT

* fix test_stable_diffusion_pipeline_with_sequential_cpu_offloading

* accept external depth maps

* prepare_depth_mask -> prepare_depth_map

* fix file name

* fix file name

* quality

* check transformers version

* fix test names

* use skipif

* fix import

* add docs

* skip tests on mps

* correct version

* uP

* Update docs/source/api/pipelines/stable_diffusion_2.mdx

* fix fix-copies

* fix fix-copies

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: anton- <anton@huggingface.co>
2022-12-08 18:25:12 +01:00
Patrick von Platen a643c6300e
[K Diffusion] Add k diffusion sampler natively (#1603)
* uP

* uP
2022-12-08 12:48:37 +01:00
Anton Lozhkov eb1abee693
[ONNX] Fix flaky tests (#1593)
* [ONNX] Fix flaky tests

* revert
2022-12-07 19:53:13 +01:00
Randolph-zeng ca68ab3eef
Update scheduling_repaint.py (#1582)
* Update scheduling_repaint.py

* update the expected image

Co-authored-by: anton- <anton@huggingface.co>
2022-12-07 17:41:07 +01:00
Suraj Patil ced7c9601a
fix upcast in slice attention (#1591)
* fix upcast in slice attention

* fix dtype

* add test

* fix test
2022-12-07 15:14:34 +01:00
Cheng Lu 8e74efad01
Add Singlestep DPM-Solver (singlestep high-order schedulers) (#1442)
* add singlestep dpmsolver

* fix a style typo

* fix a style typo

* add docs

* finish

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-12-07 15:03:58 +01:00
Anton Lozhkov dc87f526d4
Fix common tests for FP16 (#1588)
* Fix common tests for FP16

* revert
2022-12-07 14:09:51 +01:00
Patrick von Platen 896c98a2ae
Add paint by example (#1533)
* add paint by example

* mkae loading possibel

* up

* Update src/diffusers/models/attention.py

* up

* finalize weight structure

* make example work

* make it work

* up

* up

* fix

* del

* add

* update

* Apply suggestions from code review

* correct transformer 2d

* finish

* up

* up

* up

* up

* fix

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* Apply suggestions from code review

* up

* finish

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-12-07 11:06:30 +01:00
Anton Lozhkov 02d83c9ff1
Standardize fast pipeline tests with PipelineTestMixin (#1526)
* [WIP] Standardize fast pipeline tests with PipelineTestMixin

* refactor the sd tests a bit

* add more common tests

* add xformers

* add progressbar test

* cleanup

* upd fp16

* CycleDiffusionPipelineFastTests

* DanceDiffusionPipelineFastTests

* AltDiffusionPipelineFastTests

* StableDiffusion2PipelineFastTests

* StableDiffusion2InpaintPipelineFastTests

* StableDiffusionImageVariationPipelineFastTests

* StableDiffusionImg2ImgPipelineFastTests

* StableDiffusionInpaintPipelineFastTests

* remove unused mixins

* quality

* add missing inits

* try to fix mps tests

* fix mps tests

* add mps warmups

* skip for some pipelines

* style

* Update tests/test_pipelines_common.py

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-12-06 18:35:30 +01:00
Robert Dargavel Smith 48d0123f0f
add AudioDiffusionPipeline and LatentAudioDiffusionPipeline #1334 (#1426)
* add AudioDiffusionPipeline and LatentAudioDiffusionPipeline

* add docs to toc

* fix tests

* fix tests

* fix tests

* fix tests

* fix tests

* Update pr_tests.yml

Fix tests

* parent 499ff34b3edc3e0c506313ab48f21514d8f58b09
author teticio <teticio@gmail.com> 1668765652 +0000
committer teticio <teticio@gmail.com> 1669041721 +0000

parent 499ff34b3edc3e0c506313ab48f21514d8f58b09
author teticio <teticio@gmail.com> 1668765652 +0000
committer teticio <teticio@gmail.com> 1669041704 +0000

add colab notebook

[Flax] Fix loading scheduler from subfolder (#1319)

[FLAX] Fix loading scheduler from subfolder

Fix/Enable all schedulers for in-painting (#1331)

* inpaint fix k lms

* onnox as well

* up

Correct path to schedlure (#1322)

* [Examples] Correct path

* uP

Avoid nested fix-copies (#1332)

* Avoid nested `# Copied from` statements during `make fix-copies`

* style

Fix img2img speed with LMS-Discrete Scheduler (#896)

Casting `self.sigmas` into a different dtype (the one of original_samples) is not advisable. In my img2img pipeline this leads to a long running time in the  `integrate.quad` call later on- by long I mean more than 10x slower.

Co-authored-by: Anton Lozhkov <anton@huggingface.co>

Fix the order of casts for onnx inpainting (#1338)

Legacy Inpainting Pipeline for Onnx Models (#1237)

* Add legacy inpainting pipeline compatibility for onnx

* remove commented out line

* Add onnx legacy inpainting test

* Fix slow decorators

* pep8 styling

* isort styling

* dummy object

* ordering consistency

* style

* docstring styles

* Refactor common prompt encoding pattern

* Update tests to permanent repository home

* support all available schedulers until ONNX IO binding is available

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

* updated styling from PR suggested feedback

Co-authored-by: Anton Lozhkov <aglozhkov@gmail.com>

Jax infer support negative prompt (#1337)

* support negative prompts in sd jax pipeline

* pass batched neg_prompt

* only encode when negative prompt is None

Co-authored-by: Juan Acevedo <jfacevedo@google.com>

Update README.md: Minor change to Imagic code snippet, missing dir error (#1347)

Minor change to Imagic Readme

Missing dir causes an error when running the example code.

make style

change the sample model (#1352)

* Update alt_diffusion.mdx

* Update alt_diffusion.mdx

Add bit diffusion [WIP] (#971)

* Create bit_diffusion.py

Bit diffusion based on the paper, arXiv:2208.04202, Chen2022AnalogBG

* adding bit diffusion to new branch

ran tests

* tests

* tests

* tests

* tests

* removed test folders + added to README

* Update README.md

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* move Mel to module in pipeline construction, make librosa optional

* fix imports

* fix copy & paste error in comment

* fix style

* add missing register_to_config

* fix class docstrings

* fix class docstrings

* tweak docstrings

* tweak docstrings

* update slow test

* put trailing commas back

* respect alphabetical order

* remove LatentAudioDiffusion, make vqvae optional

* move Mel from models back to pipelines :-)

* allow loading of pretrained audiodiffusion models

* fix tests

* fix dummies

* remove reference to latent_audio_diffusion in docs

* unused import

* inherit from SchedulerMixin to make loadable

* Apply suggestions from code review

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-12-05 18:06:30 +01:00
Suraj Patil bce65cd13a
[refactor] make set_attention_slice recursive (#1532)
* make attn slice recursive

* remove set_attention_slice from blocks

* fix copies

* make enable_attention_slicing base class method of DiffusionPipeline

* fix set_attention_slice

* fix set_attention_slice

* fix copies

* add tests

* up

* up

* up

* update

* up

* uP

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-12-05 17:31:04 +01:00
Patrick von Platen 7932971542
[Upscaling] Fix batch size (#1525) 2022-12-05 13:28:55 +01:00
Patrick von Platen 513fc68104
[Stable Diffusion Inpaint] Allow tensor as input image & mask (#1527)
up
2022-12-05 12:18:02 +01:00
Anton Lozhkov cc22bda5f6
[CI] Add slow MPS tests (#1104)
* [CI] Add slow MPS tests

* fix yml

* temporarily resolve caching

* Tests: fix mps crashes.

* Skip test_load_pipeline_from_git on mps.

Not compatible with float16.

* Increase tolerance, use CPU generator, alt. slices.

* Move to nightly

* style

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-12-05 11:50:24 +01:00
Matthieu Bizien ae368e42d2
[Proposal] Support saving to safetensors (#1494)
* Add parameter safe_serialization to DiffusionPipeline.save_pretrained

* Add option safe_serialization on ModelMixin.save_pretrained

* Add test test_save_safe_serialization

* Black

* Re-trigger the CI

* Fix doc-builder

* Validate files are saved as safetensor in test_save_safe_serialization
2022-12-02 18:33:16 +01:00
Patrick von Platen cf4664e885 fix tests 2022-12-02 17:27:58 +00:00
Patrick von Platen 769f0be8fb
Finalize 2nd order schedulers (#1503)
* up

* up

* finish

* finish

* up

* up

* finish
2022-12-02 16:38:35 +01:00
Patrick von Platen 22b9cb086b
[From pretrained] Allow returning local path (#1450)
Allow returning local path
2022-12-02 12:26:39 +01:00
Suraj Patil b85bb0753e
support v prediction in other schedulers (#1505)
* support v prediction in other schedulers

* v heun

* add tests for v pred

* fix tests

* fix test euler a

* v ddpm
2022-12-01 18:10:39 +01:00
fboulnois 52eb0348e5
Standardize on using `image` argument in all pipelines (#1361)
* feat: switch core pipelines to use image arg

* test: update tests for core pipelines

* feat: switch examples to use image arg

* docs: update docs to use image arg

* style: format code using black and doc-builder

* fix: deprecate use of init_image in all pipelines
2022-12-01 16:55:22 +01:00
Patrick von Platen 5a5bf7ef5a
[Deprecate] Correct stacklevel (#1483)
* Correct stacklevel

* fix
2022-12-01 16:28:10 +01:00
Anton Lozhkov 999044596a
Bump to 0.10.0.dev0 + deprecations (#1490) 2022-11-30 15:27:56 +01:00
Pedro Cuenca eeeb28a9ad
Remove reminder comment (#1489)
Remove reminder comment.
2022-11-30 14:59:54 +01:00
Patrick von Platen 20ce68f945
Fix dtype model loading (#1449)
* Add test

* up

* no bfloat16 for mps

* fix

* rename test
2022-11-30 11:31:50 +01:00
Patrick von Platen 110ffe2589
Allow saving trained betas (#1468) 2022-11-30 10:05:51 +01:00
Rohan Taori 6a0a312370
Fix bug in half precision for DPMSolverMultistepScheduler (#1349)
* cast to float for quantile method

* add fp16 test for DPMSolverMultistepScheduler fix

* formatting update
2022-11-29 13:29:23 +01:00
Ilmari Heikkinen c28d3c82ce
StableDiffusion: Decode latents separately to run larger batches (#1150)
* StableDiffusion: Decode latents separately to run larger batches

* Move VAE sliced decode under enable_vae_sliced_decode and vae.enable_sliced_decode

* Rename sliced_decode to slicing

* fix whitespace

* fix quality check and repository consistency

* VAE slicing tests and documentation

* API doc hooks for VAE slicing

* reformat vae slicing tests

* Skip VAE slicing for one-image batches

* Documentation tweaks for VAE slicing

Co-authored-by: Ilmari Heikkinen <ilmari@fhtr.org>
2022-11-29 13:28:14 +01:00
Pedro Cuenca 4d1e4e24e5
Flax support for Stable Diffusion 2 (#1423)
* Flax: start adapting to Stable Diffusion 2

* More changes.

* attention_head_dim can be a tuple.

* Fix typos

* Add simple SD 2 integration test.

Slice values taken from my Ampere GPU.

* Add simple UNet integration tests for Flax.

Note that the expected values are taken from the PyTorch results. This
ensures the Flax and PyTorch versions are not too far off.

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Typos and style

* Tests: verify jax is available.

* Style

* Make flake happy

* Remove typo.

* Simple Flax SD 2 pipeline tests.

* Import order

* Remove unused import.

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: @camenduru
2022-11-29 12:33:21 +01:00
Patrick von Platen a808a85390
fix slow tests (#1467) 2022-11-29 11:48:57 +01:00
Patrick von Platen 4c54519e1a
Add 2nd order heun scheduler (#1336)
* Add heun

* Finish first version of heun

* remove bogus

* finish

* finish

* improve

* up

* up

* fix more

* change progress bar

* Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py

* finish

* up

* up

* up
2022-11-28 22:56:28 +01:00
Patrick von Platen 77fc197f70
Speed up test and remove kwargs from call (#1446)
Remove kwargs from call
2022-11-28 17:28:19 +01:00
Nicolas Patry 5755d16868
[Proposal] Support loading from safetensors if file is present. (#1357)
* [Proposal] Support loading from safetensors if file is present.

* Style.

* Fix.

* Adding some test to check loading logic.

+ modify download logic to not download pytorch file if not necessary.

* Fixing the logic.

* Adressing comments.

* factor out into a function.

* Remove dead function.

* Typo.

* Extra fetch only if safetensors is there.

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-28 10:39:42 +01:00
Patrick von Platen 7684518377 Merge branch 'main' of https://github.com/huggingface/diffusers into main 2022-11-25 15:15:09 +00:00
Patrick von Platen 520bb082be fixes tests 2022-11-25 15:15:05 +00:00
Suraj Patil 9ec5084a9c
StableDiffusionUpscalePipeline (#1396)
* StableDiffusionUpscalePipeline

* fix a few things

* make it better

* fix image batching

* run vae in fp32

* fix docstr

* resize to mul of 64

* doc

* remove safety_checker

* add max_noise_level

* fix Copied

* begin tests

* slow tests

* default max_noise_level

* remove kwargs

* doc

* fix

* fix fast tests

* fix fast tests

* no sf

* don't offload vae

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-25 16:13:16 +01:00
Anton Lozhkov 02aa4ef12e
Add tests for Stable Diffusion 2 V-prediction 768x768 (#1420) 2022-11-25 15:14:13 +01:00
Patrick von Platen 8faa822ddc
Allow to set config params directly in init (#1419)
* fix

* fix deprecated kwargs logic

* add tests

* finish
2022-11-25 15:07:09 +01:00
Pedro Cuenca d52388f486
Deprecate `predict_epsilon` (#1393)
* Adapt ddpm, ddpmsolver to prediction_type.

* Deprecate predict_epsilon in __init__.

* Bring FlaxDDIMScheduler up to date with DDIMScheduler.

* Set prediction_type as an ivar for consistency.

* Convert pipeline_ddpm

* Adapt tests.

* Adapt unconditional training script.

* Adapt BitDiffusion example.

* Add missing kwargs in dpmsolver_multistep

* Ugly workaround to accept deprecated predict_epsilon when loading
schedulers using from_pretrained.

* make style

* Remove import no longer in use.

* Apply suggestions from code review

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Use config.prediction_type everywhere

* Add a couple of Flax prediction type tests.

* make style

* fix register deprecated arg

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-25 14:02:15 +01:00
Patrick von Platen 35099b207e
[Versatile Diffusion] Fix remaining tests (#1418)
fix all tests
2022-11-25 13:40:41 +01:00
Patrick von Platen 2c6bc0f13b small fix 2022-11-25 12:04:15 +00:00
Patrick von Platen 2902109061
Fix all stable diffusion (#1415)
* up

* uP
2022-11-25 12:53:10 +01:00
Anton Lozhkov 5c10e68a1f
Add SD2 inpainting integration tests (#1412)
SD2 inpainting integration tests
2022-11-25 11:25:49 +01:00
Anton Lozhkov d50e321745
Support SD2 attention slicing (#1397)
* Support SD2 attention slicing

* Support SD2 attention slicing

* Add more copies

* Use attn_num_head_channels in blocks

* fix-copies

* Update tests

* fix imports
2022-11-24 22:42:59 +01:00
Patrick von Platen 8e2c4cd56c
Deprecate sample size (#1406)
* up

* up

* fix

* uP

* more fixes

* up

* uP

* up

* up

* uP

* fix final tests
2022-11-24 22:32:44 +01:00
Patrick von Platen 05a36d5c1a
Upscaling fixed (#1402)
* Upscaling fixed

* up

* more fixes

* fix

* more fixes

* finish again

* up
2022-11-24 20:33:52 +01:00
Patrick von Platen cbfed0c256
[Config] Add optional arguments (#1395)
* Optional Components

* uP

* finish

* finish

* finish

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* up

* Update src/diffusers/pipeline_utils.py

* improve

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-24 20:05:41 +01:00
Patrick von Platen e0e86b7470
Make height and width optional (#1401)
* fix

* add test

* fix test

* uP

* up

* fix some tests
2022-11-24 18:23:59 +01:00
Suraj Patil f07a16e09b
update unet2d (#1376)
* boom boom

* remove duplicate arg

* add use_linear_proj arg

* fix copies

* style

* add fast tests

* use_linear_proj -> use_linear_projection
2022-11-23 20:46:30 +01:00
Patrick von Platen 2625fb59dc
[Versatile Diffusion] Add versatile diffusion model (#1283)
* up

* convert dual unet

* revert dual attn

* adapt for vd-official

* test the full pipeline

* mixed inference

* mixed inference for text2img

* add image prompting

* fix clip norm

* split text2img and img2img

* fix format

* refactor text2img

* mega pipeline

* add optimus

* refactor image var

* wip text_unet

* text unet end to end

* update tests

* reshape

* fix image to text

* add some first docs

* dual guided pipeline

* fix token ratio

* propose change

* dual transformer as a native module

* DualTransformer(nn.Module)

* DualTransformer(nn.Module)

* correct unconditional image

* save-load with mega pipeline

* remove image to text

* up

* uP

* fix

* up

* final fix

* remove_unused_weights

* test updates

* save progress

* uP

* fix dual prompts

* some fixes

* finish

* style

* finish renaming

* up

* fix

* fix

* fix

* finish

Co-authored-by: anton-l <anton@huggingface.co>
2022-11-23 19:03:45 +01:00