Commit Graph

1549 Commits

Author SHA1 Message Date
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
anton-l 16a32c9dab Release: v0.8.0 2022-11-23 19:12:31 +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
Suraj Patil 0eb507f2af
StableDiffusionImageVariationPipeline (#1365)
* add StableDiffusionImageVariationPipeline

* add ini init

* use CLIPVisionModelWithProjection

* fix _encode_image

* add copied from

* fix copies

* add doc

* handle tensor in _encode_image

* add tests

* correct model_id

* remove copied from in enable_sequential_cpu_offload

* fix tests

* make slow tests pass

* update slow tests

* use temp model for now

* fix test_stable_diffusion_img_variation_intermediate_state

* fix test_stable_diffusion_img_variation_intermediate_state

* check for torch.Tensor

* quality

* fix name

* fix slow tests

* install transformers from source

* fix install

* fix install

* Apply suggestions from code review

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

* input_image -> image

* remove deprication warnings

* fix test_stable_diffusion_img_variation_multiple_images

* make flake happy

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-23 14:36:39 +01:00
Suraj Patil 9e234d8048
handle fp16 in `UNet2DModel` (#1216)
* make sure fp16 runs well

* add fp16 test for superes

* Update src/diffusers/models/unet_2d.py

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

* gen on cuda

* always run fast inferecne test on cpu

* run on cpu

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-23 11:13:34 +01:00
Penn 8fd3a74322
Fix using non-square images with UNet2DModel and DDIM/DDPM pipelines (#1289)
* fix non square images with UNet2DModel and DDIM/DDPM pipelines

* fix unet_2d `sample_size` docstring

* update pipeline tests for unet uncond

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-23 11:11:39 +01:00
regisss 44e56de9aa
Replace logger.warn by logger.warning (#1366) 2022-11-22 20:44:34 +01:00
Suraj Patil 2d6d4edbbd
use memory_efficient_attention by default (#1354)
* use memory_efficient_attention by default

* Update src/diffusers/models/attention.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-22 13:37:17 +01:00
Suraj Patil 8b84f85192
[examples] fix mixed_precision arg (#1359)
* use accelerator to check mixed_precision

* default `mixed_precision` to `None`

* pass mixed_precision to accelerate launch
2022-11-22 13:35:23 +01:00
Manuel Brack e50c25d808
Add Safe Stable Diffusion Pipeline (#1244)
* Add pipeline_stable_diffusion_safe.py to pipelines

* Fix repository consistency

Ran make fix-copies after adding new pipline

* Add Paper/Equation reference for parameters to doc string

* Ensure code style and quality

* Perform code refactoring

* Fix copies inherited from merge with huggingface/main

* Add docs

* Fix code style

* Fix errors in documentation

* Fix refactoring error

* remove debugging print statement

* added Safe Latent Diffusion tests

* Fix style

* Fix style

* Add pre-defined safety configurations

* Fix line-break

* fix some tests

* finish

* Change safety checker

* Add missing safety_checker.py file

* Remove unused imports

Co-authored-by: PatrickSchrML <patrick_schramowski@hotmail.de>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-22 11:51:30 +01:00
Patrick von Platen 182eb959e5
[Community Pipelines] K-Diffusion Pipeline (#1360)
* up

* add readme

* up

* uP
2022-11-21 18:45:50 +01:00
Birch-san ad93593345
perf: prefer batched matmuls for attention (#1203)
perf: prefer batched matmuls for attention. added fast-path to Decoder when num_heads=1
2022-11-21 15:01:11 +01:00
Stuti R 78a6eed2d7
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>
2022-11-21 11:50:32 +01:00
shunxing1234 94b27fb8da
change the sample model (#1352)
* Update alt_diffusion.mdx

* Update alt_diffusion.mdx
2022-11-21 11:28:25 +01:00
Patrick von Platen ab1f01e634 make style 2022-11-20 19:37:28 +01:00
Patrick von Platen 2b31740d54 Merge branch 'main' of https://github.com/huggingface/diffusers 2022-11-20 19:37:14 +01:00
Victor Schmidt 3bec90ff2c
Handle batches and Tensors in `pipeline_stable_diffusion_inpaint.py:prepare_mask_and_masked_image` (#1003)
* Handle batches and Tensors in `prepare_mask_and_masked_image`

* `blackfy`
upgrade `black`

* handle mask as `np.array`

* add docstring

* revert `black` changes with smaller line length

* missing ValueError in docstring

* raise `TypeError` for image as tensor but not mask

* typo in mask shape selection

* check for batch dim

* fix: wrong indentation

* add tests

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-20 19:33:09 +01:00
Ki eb2425b88c
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.
2022-11-20 18:59:56 +01:00
Ki 44efcbda0a
Update README.md: IMAGIC example code snippet misspelling (#1346)
Update README.md

Minor spelling mistake.
2022-11-20 18:56:57 +01:00
Juan Acevedo 7bbbfbfd18
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>
2022-11-19 20:51:52 +01:00
Clayton Sims 30220905c4
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>
2022-11-18 16:33:12 +01:00
Anton Lozhkov 7240318179
Fix the order of casts for onnx inpainting (#1338) 2022-11-18 16:30:07 +01:00
NotNANtoN aa2ce41b99
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>
2022-11-18 16:01:57 +01:00
Anton Lozhkov 81fa2d688d
Avoid nested fix-copies (#1332)
* Avoid nested `# Copied from` statements during `make fix-copies`

* style
2022-11-18 15:33:57 +01:00
Patrick von Platen 195e437ac5
Correct path to schedlure (#1322)
* [Examples] Correct path

* uP
2022-11-18 12:32:49 +01:00
Patrick von Platen fcfdd95f0b
Fix/Enable all schedulers for in-painting (#1331)
* inpaint fix k lms

* onnox as well

* up
2022-11-18 12:32:17 +01:00
Simon Kirsten 5dcef138bf
[Flax] Fix loading scheduler from subfolder (#1319)
[FLAX] Fix loading scheduler from subfolder
2022-11-18 11:31:07 +01:00
Nathan Lambert 0cfbb51b0c
add docs for multi-modal examples (#1227)
* add docs for multi-modal

* many changes

* fix docs build

* fix links

* Update docs/source/using-diffusers/other-modalities.mdx

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

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
2022-11-17 10:25:49 -08:00
Patrick von Platen b9b7039f0e
img2text Typo (#1329)
* make fix copies again

* Fix typo
2022-11-17 16:48:15 +01:00
Patrick von Platen 63b34191b9 Fix typo 2022-11-17 16:47:19 +01:00
Patrick von Platen b21a463aa9 rg Merge branch 'main' of https://github.com/huggingface/diffusers 2022-11-17 16:46:33 +01:00
Anton Lozhkov e05ca84f41
[ONNX] Support Euler schedulers (#1328) 2022-11-17 16:37:35 +01:00
Patrick von Platen 3b48620f5e Merge branch 'main' of https://github.com/huggingface/diffusers 2022-11-17 16:14:53 +01:00
Patrick von Platen 632dacea2f
[Custom pipeline] Easier loading of local pipelines (#1327)
* [Custom pipeline] Easier loading of local pipelines

* upgrade black
2022-11-17 16:00:26 +01:00
Patrick von Platen 3fb28c44a3 xMerge branch 'main' of https://github.com/huggingface/diffusers 2022-11-17 15:50:36 +01:00
Patrick von Platen 2dd12e38af make fix copies again 2022-11-17 15:50:33 +01:00
Prathik Rao 3346ec3acd
integrate ort (#1110)
* integrate ort

* use return_dict=False

* revert unet return value change

* revert unet return value change

* add note to readme

* adjust readme

* add contact

* `make style`

Co-authored-by: Prathik Rao <prathikrao@microsoft.com>
Co-authored-by: Anton Lozhkov <anton@huggingface.co>
2022-11-17 15:48:41 +01:00
Anton Lozhkov 61719bf26c
Fix gpu_id (#1326) 2022-11-17 15:41:33 +01:00
Patrick von Platen b3911f89a3 make fix copies 2022-11-17 15:06:23 +01:00
Patrick von Platen 245e9cc7ff fix make style 2022-11-17 15:03:31 +01:00
Pedro Cuenca 1138d63b51
Temporary local test for PIL_INTERPOLATION (#1317)
* Temporary local test for PIL_INTERPOLATION

* Fix examples too.
2022-11-16 18:42:21 +01:00
Dhruv Karan afdd7bb635
[Community Pipeline] CLIPSeg + StableDiffusionInpainting (#1250)
* text inpainting

* refactor
2022-11-16 18:18:51 +01:00
Kamal Raj aa5c4c2609
doc string args shape fix (#1243)
* doc string args shape fix

* fix styling
2022-11-16 18:03:44 +01:00
Will Berman f1fcfdeec5
vq diffusion classifier free sampling (#1294)
* vq diffusion classifier free sampling

* correct

* uP

Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
2022-11-16 17:51:43 +01:00
dblunk88 09d0546ad0
cpu offloading: mutli GPU support (#1143)
mutli GPU support
2022-11-16 17:40:16 +01:00
Patrick von Platen 65d136e067
Add improved handling of pil (#1309)
* Better error message for transformers dummy

* [PIL] Better deprecation functionality

* up
2022-11-16 15:58:22 +01:00
Suraj Patil 46893adacd
[AltDiffusion] add tests (#1311)
* being tests

* fix model ids

* don't use safety checker in tests

* add im2img2 tests

* fix integration tests

* integration tests

* style

* add sentencepiece in test dep

* quality

* 4 decimalk points

* fix im2img test

* increase the tok slightly
2022-11-16 15:40:26 +01:00
Mishig 327ddc8770
Revert "Update pr docs actions" (#1307)
Revert "Update pr docs actions (#1194)"

This reverts commit 32b0736d8a.
2022-11-16 11:46:13 +01:00
Patrick von Platen af9ee8736c
Better error message for transformers dummy (#1306) 2022-11-16 10:28:19 +01:00
Patrick von Platen 8a73064576
Add AltDiffusion (#1299)
* add conversion script for vae

* up

* up

* some fixes

* add text model

* use the correct config

* add docs

* move model in it's own file

* move model in its own file

* pass attenion mask to text encoder

* pass attn mask to uncond inputs

* quality

* fix image2image

* add imag2image in init

* fix import

* fix one more import

* fix import, dummy objetcs

* fix copied from

* up

* finish

Co-authored-by: patil-suraj <surajp815@gmail.com>
2022-11-15 21:32:26 +01:00