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103 Commits

Author SHA1 Message Date
Wentian
a68503f221 [Docs] Add TGATE in section optimization (#7639) 
* Create tgate.md

* Update _toctree.yml

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update tgate.md

* Update tgate.md

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-04-16 17:58:27 -07:00
Steven Liu
3dd4168d4c [docs] Minor updates (#7063) 
* updates

* feedback
 2024-02-25 09:38:02 -08:00
Sayak Paul
30e5e81d58 change to 2024 in the license (#6902) 
change to 2024
 2024-02-08 08:19:31 -10:00
Horseee
811fd06292 [Doc] Add DeepCache in section optimization/General optimizations (#6390) 
* add documentation for DeepCache

* fix typo

* add wandb url for DeepCache

* fix some typos

* add item in _toctree.yml

* update formats for arguments

* Update deepcache.md

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

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

* add StableDiffusionXLPipeline in doc

* Separate SDPipeline and SDXLPipeline

* Add the paper link of ablation experiments for hyper-parameters

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-01-05 09:57:08 +05:30
M. Tolga Cangöz
c697f52476 [Docs] Update and make improvements (#5819) 
Update and make improvements
 2023-11-16 13:47:25 -08:00
M. Tolga Cangöz
53a8439fd1 [Docs] Fix typos and update files at Optimization Page (#5674) 
* Fix typos, update, trim trailing whitespace

* Trim trailing whitespaces

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update _toctree.yml

* Update adapt_a_model.md

* Reverse

* Reverse

* Reverse

* Update dreambooth.md

* Update instructpix2pix.md

* Update lora.md

* Update overview.md

* Update t2i_adapters.md

* Update text2image.md

* Update text_inversion.md

* Update create_dataset.md

* Update create_dataset.md

* Update create_dataset.md

* Update create_dataset.md

* Update coreml.md

* Delete docs/source/en/training/create_dataset.md

* Original create_dataset.md

* Update create_dataset.md

* Delete docs/source/en/training/create_dataset.md

* Add original file

* Delete docs/source/en/training/create_dataset.md

* Add original one

* Delete docs/source/en/training/text2image.md

* Delete docs/source/en/training/instructpix2pix.md

* Delete docs/source/en/training/dreambooth.md

* Add original files

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2023-11-09 13:48:57 -08:00
M. Tolga Cangöz
442017ccc8 [Docs] Fix typos (#5583) 
* Add Copyright info

* Fix typos, improve, update

* Update deepfloyd_if.md

* Update ldm3d_diffusion.md

* Update opt_overview.md
 2023-10-31 10:04:08 -07:00
Heinz-Alexander Fuetterer
0ea78f9707 chore: fix typos (#5386) 
* chore: fix typos

* Update src/diffusers/pipelines/shap_e/renderer.py

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>

---------

Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com>
 2023-10-16 15:23:37 +02:00
Patrick von Platen
ad06e5106e [Docs] Improve xformers page (#5196) 
[Docs] Improve
 2023-09-27 16:02:15 +05:30
Steven Liu
19edca82f1 [docs] Create clearer optimization sections (#4870) 
* refactor

* update general optim sections

* update more sections

* few more updates

* benchmark code
 2023-09-13 15:21:15 -07:00
Steven Liu
cd7071e750 [docs] Add safetensors flag (#4245) 
* add safetensors flag

* apply review
 2023-08-10 12:37:23 -07:00
Steven Liu
e31f38b5d6 [docs] Remove attention slicing (#4518) 
* remove attention slicing

* apply feedback
 2023-08-10 11:00:03 -07:00
Ella Charlaix
579b4b2020 Update documentation (#4422) 
* update documentation

* minor
 2023-08-02 11:49:22 +02:00
Ella Charlaix
92e5ddd295 Fix typo documentation (#4320) 
fix typo documentation
 2023-07-27 21:31:58 +05:30
Ella Charlaix
b83bdce42a add openvino and onnx runtime SD XL documentation (#4285) 
* add openvino SD XL documentation

* add onnx SD XL integration

* rephrase

* update doc

* add images

* update model
 2023-07-26 20:25:07 +02:00
camenduru
c6ae9b7df6 Where did this 'x' come from, Elon? (#4277) 
* why mdx?

* why mdx?

* why mdx?

* no x for kandinksy either

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2023-07-26 18:18:14 +02:00
Will Berman
7a47df22a5 remove bentoml doc in favor of blogpost (#4182) 2023-07-21 08:23:36 +05:30
Zhao Shenyang
ed2a3584ab Docs/bentoml integration (#4090) 
* docs: first draft of BentoML integration

* Update the diffusers doc

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* add BentoML integration guide under Optimization section

* restyle codes

---------

Co-authored-by: Sherlock113 <sherlockxu07@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2023-07-18 11:56:13 -07:00
regisss
61916fefc4 Update Habana Gaudi doc (#3863) 
* Update Habana Gaudi doc

* Fix typo
 2023-06-24 21:17:11 +02:00
Steven Liu
ab986769f1 [docs] Maintenance (#3552) 
* doc fixes

* fix latex

* parenthesis on inside
 2023-05-26 12:04:15 -07:00
Pedro Cuenca
7a32b6beeb Fix style rendering (#3433) 
* Fix style rendering.

* Fix typo
 2023-05-15 14:32:34 +05:30
Sayak Paul
bdefabd1a8 [Docs] update the PT 2.0 optimization doc with latest findings (#3370) 
* add: benchmarking stats for A100 and V100.

* Apply suggestions from code review

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

* address patrick's comments.

* add: rtx 4090 stats

* ⚔ benchmark reports done

* Apply suggestions from code review

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

* 3313 pr link.

* add: plots.

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

* fix formattimg

* update number percent.

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2023-05-13 15:12:01 +05:30
Will Berman
256e6960cb [docs] add notes for stateful model changes (#3252) 
* [docs] add notes for stateful model changes

* Update docs/source/en/optimization/fp16.mdx

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

* link to accelerate docs for discarding hooks

---------

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2023-04-27 11:05:08 -07:00
Sayak Paul
977162c02b Adds a document on token merging (#3208) 
* add document on token merging.

* fix headline.

* fix: headline.

* add some samples for comparison.
 2023-04-26 16:25:48 +05:30
regisss
9bce375f77 Update Habana Gaudi documentation (#3169) 
* Update Habana Gaudi doc

* Fix tables
 2023-04-21 17:24:43 +01:00
Pedro Cuenca
983a7fbfd8 Initial draft of Core ML docs (#2987) 
* Initial draft of Core ML docs.

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Fix Core ML spelling

* Apply the rest of suggestions.

* Attempt to fix hyperlink inside Tip.

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Apply suggestions from code review

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2023-04-10 21:09:04 +02:00
dg845
663c654577 [WIP][Docs] Use DiffusionPipeline Instead of Child Classes when Loading Pipeline (#2809) 
* Change the docs to use the parent DiffusionPipeline class when loading a checkpoint using from_pretrained() instead of a child class (e.g. StableDiffusionPipeline) where possible.

* Run make style to fix style issues.

* Change more docs to use DiffusionPipeline rather than a subclass.

---------

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
 2023-03-28 16:44:34 +01:00
Sandeep
b76d9fde8d Remove suggestion to use cuDNN benchmark in docs (#2793) 
* Remove suggestion to use cuDNN benchmark in docs

* removing the wrong line
 2023-03-28 16:01:30 +01:00
Pedro Cuenca
92e1164e2e mps: remove warmup passes (#2771) 
* Remove warmup passes in mps tests.

* Update mps docs: no warmup pass in PyTorch 2

* Update imports.
 2023-03-22 19:29:27 +01:00
Pedro Cuenca
a39d42b91d [docs] update torch 2 benchmark (#2764) 
* Update benchmark for A100, 3090, 3090 Ti, 4090.

* Link to PyTorch blog.

* Update install instructions.
 2023-03-21 17:41:13 +00:00
regisss
c10d6854c0 Update numbers for Habana Gaudi in documentation (#2734) 
Update numbers for Habana Gaudi in doc
 2023-03-21 11:59:28 +01:00
M. Tolga Cangöz
af86b0ccac Update fp16.mdx (#2746) 
Fix typos
 2023-03-20 17:39:55 +00:00
M. Tolga Cangöz
a9f28b687c Update torch2.0.mdx (#2748) 
Fix typos
 2023-03-20 17:39:04 +00:00
M. Tolga Cangöz
d91dc57d8a Update mps.mdx (#2749) 
Fix typos
 2023-03-20 17:33:23 +00:00
Sayak Paul
a16957159e [docs] Update ONNX doc to use optimum (#2702) 
* minor edits to onnx and openvino docs.

* Apply suggestions from code review

Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>

---------

Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>
 2023-03-17 18:17:42 +01:00
Patrick von Platen
e828232780 Rename attention (#2691) 
* rename file

* rename attention

* fix more

* rename more

* up

* more deprecation imports

* fixes
 2023-03-16 00:35:54 +01:00
Steven Liu
1c2c594e3d [docs] Add overviews to each section (#2657) 
* add overviews to each section

* fix typo in toctree

* apply feedbacks
 2023-03-15 11:57:32 -07:00
Ella Charlaix
a5d2ee9d47 Add OpenVINO documentation (#2569) 
* Add OpenVINO documentation

* Update docs/source/en/optimization/open_vino.mdx

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

---------

Co-authored-by: YiYi Xu <yixu310@gmail.com>
 2023-03-08 20:07:44 +01:00
Sean Sube
9920c333c6 add OnnxStableDiffusionUpscalePipeline pipeline (#2158) 
* [Onnx] add Stable Diffusion Upscale pipeline

* add a test for the OnnxStableDiffusionUpscalePipeline

* check for VAE config before adjusting scaling factor

* update test assertions, lint fixes

* run fix-copies target

* switch test checkpoint to one hosted on huggingface

* partially restore attention mask

* reshape embeddings after running text encoder

* add longer nightly test for ONNX upscale pipeline

* use package import to fix tests

* fix scheduler compatibility and class labels dtype

* use more precise type

* remove LMS from fast tests

* lookup latent and timestamp types

* add docs for ONNX upscaling, rename lookup table

* replace deprecated pipeline names in ONNX docs
 2023-03-06 11:48:01 +01:00
Ilmari Heikkinen
801484840a 8k Stable Diffusion with tiled VAE (#1441) 
* Tiled VAE for high-res text2img and img2img

* vae tiling, fix formatting

* enable_vae_tiling API and tests

* tiled vae docs, disable tiling for images that would have only one tile

* tiled vae tests, use channels_last memory format

* tiled vae tests, use smaller test image

* tiled vae tests, remove tiling test from fast tests

* up

* up

* make style

* Apply suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* make style

* improve naming

* finish

* apply suggestions

* Apply suggestions from code review

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

* up

---------

Co-authored-by: Ilmari Heikkinen <ilmari@fhtr.org>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2023-03-02 17:42:32 +01:00
Patrick von Platen
eadf0e2555 [Copyright] 2023 (#2524) 2023-03-01 10:31:00 +01:00
Pedro Cuenca
48a2eb33f9 Add 4090 benchmark (PyTorch 2.0) (#2503) 
* Add 4090 benchmark (PyTorch 2.0)

* Small changes in nomenclature.
 2023-02-27 18:26:00 +01:00
Pedro Cuenca
780b3a4f8c Fix typo in AttnProcessor2_0 symbol (#2404) 
Fix typo in AttnProcessor2_0 symbol.
 2023-02-17 22:21:18 +02:00
patil-suraj
291ecdacd3 quikc doc fix 2023-02-17 15:45:54 +01:00
patil-suraj
350a510335 fix docs 2023-02-17 15:25:55 +01:00
Suraj Patil
0c0bb085e1 Torch2.0 scaled_dot_product_attention processor (#2303) 
* add sdpa processor

* don't use it by default

* add some checks and style

* typo

* support torch sdpa in dreambooth example

* use torch attn proc by default when available

* typo

* add attn mask

* fix naming

* being doc

* doc

* Apply suggestions from code review

* polish

* torctree

* Apply suggestions from code review

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

* better name

* style

* add benchamrk table

* Update docs/source/en/optimization/torch2.0.mdx

* up

* fix example

* check if processor is None

* Apply suggestions from code review

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

* add fp32 benchmakr

* Apply suggestions from code review

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

---------

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2023-02-17 14:22:26 +01:00
Pedro Cuenca
2777264ee8 enable_model_cpu_offload (#2285) 
* enable_model_offload PoC

It's surprisingly more involved than expected, see comments in the PR.

* Rename final_offload_hook

* Invoke the vae forward hook manually.

* Completely remove decoder.

* Style

* apply_forward_hook decorator

* Rename method.

* Style

* Copy enable_model_cpu_offload

* Fix copies.

* Remove comment.

* Fix copies

* Missing import

* Fix doc-builder style.

* Merge main and fix again.

* Add docs

* Fix docs.

* Add a couple of tests.

* style
 2023-02-16 19:06:36 +01:00
Patrick von Platen
a7ca03aa85 Replace flake8 with ruff and update black (#2279) 
* before running make style

* remove left overs from flake8

* finish

* make fix-copies

* final fix

* more fixes
 2023-02-07 23:46:23 +01:00
Pedro Cuenca
8178c840f2 Mention training problems with xFormers 0.0.16 (#2254) 2023-02-06 11:19:26 +01:00
Pedro Cuenca
3816c9ad9f Update xFormers docs (#2208) 
Update xFormers docs.
 2023-02-01 19:56:32 +01:00