1. 24 Oct, 2023 1 commit
  2. 15 Aug, 2023 1 commit
  3. 26 Jul, 2023 1 commit
  4. 21 Jul, 2023 1 commit
    • Steven Liu's avatar
      [docs] Clean up pipeline apis (#3905) · a69754bb
      Steven Liu authored
      * start with stable diffusion
      
      * fix
      
      * finish stable diffusion pipelines
      
      * fix path to pipeline output
      
      * fix flax paths
      
      * fix copies
      
      * add up to score sde ve
      
      * finish first pass of pipelines
      
      * fix copies
      
      * second review
      
      * align doc titles
      
      * more review fixes
      
      * final review
      a69754bb
  5. 17 Jul, 2023 1 commit
    • Will Berman's avatar
      t2i pipeline (#3932) · a0597f33
      Will Berman authored
      
      
      * Quick implementation of t2i-adapter
      
      Load adapter module with from_pretrained
      
      Prototyping generalized adapter framework
      
      Writeup doc string for sideload framework(WIP) + some minor update on implementation
      
      Update adapter models
      
      Remove old adapter optional args in UNet
      
      Add StableDiffusionAdapterPipeline unit test
      
      Handle cpu offload in StableDiffusionAdapterPipeline
      
      Auto correct coding style
      
      Update model repo name to "RzZ/sd-v1-4-adapter-pipeline"
      
      Refactor MultiAdapter to better compatible with config system
      
      Export MultiAdapter
      
      Create pipeline document template from controlnet
      
      Create dummy objects
      
      Supproting new AdapterLight model
      
      Fix StableDiffusionAdapterPipeline common pipeline test
      
      [WIP] Update adapter pipeline document
      
      Handle num_inference_steps in StableDiffusionAdapterPipeline
      
      Update definition of Adapter "channels_in"
      
      Update documents
      
      Apply code style
      
      Fix doc typo and merge error
      
      Update doc string and example
      
      Quality of life improvement
      
      Remove redundant code and file from prototyping
      
      Remove unused pageage
      
      Remove comments
      
      Fix title
      
      Fix typo
      
      Add conditioning scale arg
      
      Bring back old implmentation
      
      Offload sideload
      
      Add supply info on document
      
      Update src/diffusers/models/adapter.py
      Co-authored-by: default avatarWill Berman <wlbberman@gmail.com>
      
      Update MultiAdapter constructor
      
      Swap out custom checkpoint and update pipeline constructor
      
      Update docment
      
      Apply suggestions from code review
      Co-authored-by: default avatarWill Berman <wlbberman@gmail.com>
      
      Correcting style
      
      Following single-file policy
      
      Update auto size in image preprocess func
      
      Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_adapter.py
      Co-authored-by: default avatarWill Berman <wlbberman@gmail.com>
      
      fix copies
      
      Update adapter pipeline behavior
      
      Add adapter_conditioning_scale doc string
      
      Add the missing doc string
      
      Apply suggestions from code review
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      Fix few bugs from suggestion
      
      Handle L-mode PIL image as control image
      
      Rename to differentiate adapter resblock
      
      Update src/diffusers/models/adapter.py
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      Fix typo
      
      Update adapter parameter name
      
      Update test case and code style
      
      Fix copies
      
      Fix typo
      
      Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_adapter.py
      Co-authored-by: default avatarWill Berman <wlbberman@gmail.com>
      
      Update Adapter class name
      
      Add checkpoint converting script
      
      Fix style
      
      Fix-copies
      
      Remove dev script
      
      Apply suggestions from code review
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      Updates for parameter rename
      
      Fix convert_adapter
      
      remove main
      
      fix diff
      
      more
      
      refactoring
      
      more
      
      more
      
      small fixes
      
      refactor
      
      tests
      
      more slow tests
      
      more tests
      
      Update docs/source/en/api/pipelines/overview.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      add community contributor to docs
      
      Update docs/source/en/api/pipelines/stable_diffusion/adapter.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      Update docs/source/en/api/pipelines/stable_diffusion/adapter.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      Update docs/source/en/api/pipelines/stable_diffusion/adapter.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      Update docs/source/en/api/pipelines/stable_diffusion/adapter.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      Update docs/source/en/api/pipelines/stable_diffusion/adapter.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      fix
      
      remove from_adapters
      
      license
      
      paper link
      
      docs
      
      more url fixes
      
      more docs
      
      fix
      
      fixes
      
      fix
      
      fix
      
      * fix sample inplace add
      
      * additional_kwargs -> additional_residuals
      
      * move t2i adapter pipeline to own module
      
      * preprocess -> _preprocess_adapter_image
      
      * add TencentArc to license
      
      * fix example code links
      
      * add image converter and fix example doc string
      
      * fix links
      
      * clearer additional residual application
      
      ---------
      Co-authored-by: default avatarHimariO <dsfhe49854@gmail.com>
      a0597f33
  6. 20 Jun, 2023 2 commits
  7. 26 May, 2023 1 commit
  8. 16 May, 2023 1 commit
    • Patrick von Platen's avatar
      Refactor controlnet and add img2img and inpaint (#3386) · 886575ee
      Patrick von Platen authored
      * refactor controlnet and add img2img and inpaint
      
      * First draft to get pipelines to work
      
      * make style
      
      * Fix more
      
      * Fix more
      
      * More tests
      
      * Fix more
      
      * Make inpainting work
      
      * make style and more tests
      
      * Apply suggestions from code review
      
      * up
      
      * make style
      
      * Fix imports
      
      * Fix more
      
      * Fix more
      
      * Improve examples
      
      * add test
      
      * Make sure import is correctly deprecated
      
      * Make sure everything works in compile mode
      
      * make sure authorship is correctly attributed
      886575ee
  9. 25 Apr, 2023 1 commit
    • Patrick von Platen's avatar
      add model (#3230) · e51f19ae
      Patrick von Platen authored
      
      
      * add
      
      * clean
      
      * up
      
      * clean up more
      
      * fix more tests
      
      * Improve docs further
      
      * improve
      
      * more fixes docs
      
      * Improve docs more
      
      * Update src/diffusers/models/unet_2d_condition.py
      
      * fix
      
      * up
      
      * update doc links
      
      * make fix-copies
      
      * add safety checker and watermarker to stage 3 doc page code snippets
      
      * speed optimizations docs
      
      * memory optimization docs
      
      * make style
      
      * add watermarking snippets to doc string examples
      
      * make style
      
      * use pt_to_pil helper functions in doc strings
      
      * skip mps tests
      
      * Improve safety
      
      * make style
      
      * new logic
      
      * fix
      
      * fix bad onnx design
      
      * make new stable diffusion upscale pipeline model arguments optional
      
      * define has_nsfw_concept when non-pil output type
      
      * lowercase linked to notebook name
      
      ---------
      Co-authored-by: default avatarWilliam Berman <WLBberman@gmail.com>
      e51f19ae
  10. 10 Apr, 2023 1 commit
    • Andranik Movsisyan's avatar
      [Pipeline] Add TextToVideoZeroPipeline (#2954) · ba49272d
      Andranik Movsisyan authored
      
      
      * add TextToVideoZeroPipeline and CrossFrameAttnProcessor
      
      * add docs for text-to-video zero
      
      * add teaser image for text-to-video zero docs
      
      * Fix review changes. Add Documentation. Add test
      
      * clean up the codes in pipeline_text_to_video.py. Add descriptive comments and docstrings
      
      * make style && make quality
      
      * make fix-copies
      
      * make requested changes to docs. use huggingface server links for resources, delete res folder
      
      * make style && make quality && make fix-copies
      
      * make style && make quality
      
      * Apply suggestions from code review
      
      ---------
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      ba49272d
  11. 28 Mar, 2023 1 commit
  12. 23 Mar, 2023 1 commit
  13. 22 Mar, 2023 1 commit
    • Patrick von Platen's avatar
      [MS Text To Video] Add first text to video (#2738) · ca1a2229
      Patrick von Platen authored
      
      
      * [MS Text To Video} Add first text to video
      
      * upload
      
      * make first model example
      
      * match unet3d params
      
      * make sure weights are correcctly converted
      
      * improve
      
      * forward pass works, but diff result
      
      * make forward work
      
      * fix more
      
      * finish
      
      * refactor video output class.
      
      * feat: add support for a video export utility.
      
      * fix: opencv availability check.
      
      * run make fix-copies.
      
      * add: docs for the model components.
      
      * add: standalone pipeline doc.
      
      * edit docstring of the pipeline.
      
      * add: right path to TransformerTempModel
      
      * add: first set of tests.
      
      * complete fast tests for text to video.
      
      * fix bug
      
      * up
      
      * three fast tests failing.
      
      * add: note on slow tests
      
      * make work with all schedulers
      
      * apply styling.
      
      * add slow tests
      
      * change file name
      
      * update
      
      * more correction
      
      * more fixes
      
      * finish
      
      * up
      
      * Apply suggestions from code review
      
      * up
      
      * finish
      
      * make copies
      
      * fix pipeline tests
      
      * fix more tests
      
      * Apply suggestions from code review
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * apply suggestions
      
      * up
      
      * revert
      
      ---------
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      ca1a2229
  14. 06 Mar, 2023 1 commit
  15. 03 Mar, 2023 1 commit
  16. 02 Mar, 2023 1 commit
    • Takuma Mori's avatar
      Add a ControlNet model & pipeline (#2407) · 8dfff7c0
      Takuma Mori authored
      
      
      * add scaffold
      - copied convert_controlnet_to_diffusers.py from
      convert_original_stable_diffusion_to_diffusers.py
      
      * Add support to load ControlNet (WIP)
      - this makes Missking Key error on ControlNetModel
      
      * Update to convert ControlNet without error msg
      - init impl for StableDiffusionControlNetPipeline
      - init impl for ControlNetModel
      
      * cleanup of commented out
      
      * split create_controlnet_diffusers_config()
      from create_unet_diffusers_config()
      
      - add config: hint_channels
      
      * Add input_hint_block, input_zero_conv and
      middle_block_out
      - this makes missing key error on loading model
      
      * add unet_2d_blocks_controlnet.py
      - copied from unet_2d_blocks.py as impl CrossAttnDownBlock2D,DownBlock2D
      - this makes missing key error on loading model
      
      * Add loading for input_hint_block, zero_convs
      and middle_block_out
      
      - this makes no error message on model loading
      
      * Copy from UNet2DConditionalModel except __init__
      
      * Add ultra primitive test for ControlNetModel
      inference
      
      * Support ControlNetModel inference
      - without exceptions
      
      * copy forward() from UNet2DConditionModel
      
      * Impl ControlledUNet2DConditionModel inference
      - test_controlled_unet_inference passed
      
      * Frozen weight & biases for training
      
      * Minimized version of ControlNet/ControlledUnet
      - test_modules_controllnet.py passed
      
      * make style
      
      * Add support model loading for minimized ver
      
      * Remove all previous version files
      
      * from_pretrained and inference test passed
      
      * copied from pipeline_stable_diffusion.py
      except `__init__()`
      
      * Impl pipeline, pixel match test (almost) passed.
      
      * make style
      
      * make fix-copies
      
      * Fix to add import ControlNet blocks
      for `make fix-copies`
      
      * Remove einops dependency
      
      * Support  np.ndarray, PIL.Image for controlnet_hint
      
      * set default config file as lllyasviel's
      
      * Add support grayscale (hw) numpy array
      
      * Add and update docstrings
      
      * add control_net.mdx
      
      * add control_net.mdx to toctree
      
      * Update copyright year
      
      * Fix to add PIL.Image RGB->BGR conversion
      - thanks @Mystfit
      
      * make fix-copies
      
      * add basic fast test for controlnet
      
      * add slow test for controlnet/unet
      
      * Ignore down/up_block len check on ControlNet
      
      * add a copy from test_stable_diffusion.py
      
      * Accept controlnet_hint is None
      
      * merge pipeline_stable_diffusion.py diff
      
      * Update class name to SDControlNetPipeline
      
      * make style
      
      * Baseline fast test almost passed (w long desc)
      
      * still needs investigate.
      
      Following didn't passed descriped in TODO comment:
      - test_stable_diffusion_long_prompt
      - test_stable_diffusion_no_safety_checker
      
      Following didn't passed same as stable_diffusion_pipeline:
      - test_attention_slicing_forward_pass
      - test_inference_batch_single_identical
      - test_xformers_attention_forwardGenerator_pass
      these seems come from calc accuracy.
      
      * Add note comment related vae_scale_factor
      
      * add test_stable_diffusion_controlnet_ddim
      
      * add assertion for vae_scale_factor != 8
      
      * slow test of pipeline almost passed
      Failed: test_stable_diffusion_pipeline_with_model_offloading
      - ImportError: `enable_model_offload` requires `accelerate v0.17.0` or higher
      
      but currently latest version == 0.16.0
      
      * test_stable_diffusion_long_prompt passed
      
      * test_stable_diffusion_no_safety_checker passed
      
      - due to its model size, move to slow test
      
      * remove PoC test files
      
      * fix num_of_image, prompt length issue add add test
      
      * add support List[PIL.Image] for controlnet_hint
      
      * wip
      
      * all slow test passed
      
      * make style
      
      * update for slow test
      
      * RGB(PIL)->BGR(ctrlnet) conversion
      
      * fixes
      
      * remove manual num_images_per_prompt test
      
      * add document
      
      * add `image` argument docstring
      
      * make style
      
      * Add line to correct conversion
      
      * add controlnet_conditioning_scale (aka control_scales
      strength)
      
      * rgb channel ordering by default
      
      * image batching logic
      
      * Add control image descriptions for each checkpoint
      
      * Only save controlnet model in conversion script
      
      * Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_controlnet.py
      
      typo
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/control_net.mdx
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * add gerated image example
      
      * a depth mask -> a depth map
      
      * rename control_net.mdx to controlnet.mdx
      
      * fix toc title
      
      * add ControlNet abstruct and link
      
      * Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_controlnet.py
      Co-authored-by: default avatardqueue <dbyqin@gmail.com>
      
      * remove controlnet constructor arguments re: @patrickvonplaten
      
      * [integration tests] test canny
      
      * test_canny fixes
      
      * [integration tests] test_depth
      
      * [integration tests] test_hed
      
      * [integration tests] test_mlsd
      
      * add channel order config to controlnet
      
      * [integration tests] test normal
      
      * [integration tests] test_openpose test_scribble
      
      * change height and width to default to conditioning image
      
      * [integration tests] test seg
      
      * style
      
      * test_depth fix
      
      * [integration tests] size fixes
      
      * [integration tests] cpu offloading
      
      * style
      
      * generalize controlnet embedding
      
      * fix conversion script
      
      * Update docs/source/en/api/pipelines/stable_diffusion/controlnet.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/controlnet.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/controlnet.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/pipelines/stable_diffusion/controlnet.mdx
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Style adapted to the documentation of pix2pix
      
      * merge main by hand
      
      * style
      
      * [docs] controlling generation doc nits
      
      * correct some things
      
      * add: controlnetmodel to autodoc.
      
      * finish docs
      
      * finish
      
      * finish 2
      
      * correct images
      
      * finish controlnet
      
      * Apply suggestions from code review
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * uP
      
      * upload model
      
      * up
      
      * up
      
      ---------
      Co-authored-by: default avatarWilliam Berman <WLBberman@gmail.com>
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      Co-authored-by: default avatardqueue <dbyqin@gmail.com>
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      8dfff7c0
  17. 01 Mar, 2023 1 commit
  18. 17 Feb, 2023 1 commit
  19. 14 Feb, 2023 1 commit
  20. 04 Jan, 2023 1 commit
    • Chanran Kim's avatar
      Init for korean docs (#1910) · 75d53cc8
      Chanran Kim authored
      * init for korean docs
      
      * edit build yml file for multi language docs
      
      * edit one more build yml file for multi language docs
      
      * add title for get_frontmatter error
      75d53cc8
  21. 19 Dec, 2022 2 commits
  22. 15 Dec, 2022 1 commit
  23. 07 Dec, 2022 1 commit
    • Patrick von Platen's avatar
      Add paint by example (#1533) · 896c98a2
      Patrick von Platen authored
      
      
      * 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: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * Apply suggestions from code review
      
      * up
      
      * finish
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      896c98a2
  24. 05 Dec, 2022 1 commit
    • Robert Dargavel Smith's avatar
      add AudioDiffusionPipeline and LatentAudioDiffusionPipeline #1334 (#1426) · 48d0123f
      Robert Dargavel Smith authored
      
      
      * 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: default avatarAnton 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: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * updated styling from PR suggested feedback
      Co-authored-by: default avatarAnton 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: default avatarJuan 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: default avatarPatrick 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: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      48d0123f
  25. 01 Dec, 2022 1 commit
    • fboulnois's avatar
      Standardize on using `image` argument in all pipelines (#1361) · 52eb0348
      fboulnois authored
      * 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
      52eb0348
  26. 25 Nov, 2022 1 commit
  27. 23 Nov, 2022 1 commit
    • Patrick von Platen's avatar
      [Versatile Diffusion] Add versatile diffusion model (#1283) · 2625fb59
      Patrick von Platen authored
      
      
      * 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: default avataranton-l <anton@huggingface.co>
      2625fb59
  28. 22 Nov, 2022 1 commit
    • Manuel Brack's avatar
      Add Safe Stable Diffusion Pipeline (#1244) · e50c25d8
      Manuel Brack authored
      
      
      * 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: default avatarPatrickSchrML <patrick_schramowski@hotmail.de>
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      e50c25d8
  29. 16 Nov, 2022 1 commit
  30. 15 Nov, 2022 1 commit
    • Patrick von Platen's avatar
      Add AltDiffusion (#1299) · 8a730645
      Patrick von Platen authored
      
      
      * 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: default avatarpatil-suraj <surajp815@gmail.com>
      8a730645
  31. 04 Nov, 2022 1 commit
    • Chen Wu (吴尘)'s avatar
      Add CycleDiffusion pipeline using Stable Diffusion (#888) · 9d8943b7
      Chen Wu (吴尘) authored
      
      
      * Add CycleDiffusion pipeline for Stable Diffusion
      
      * Add the option of passing noise to DDIMScheduler
      
      Add the option of providing the noise itself to DDIMScheduler, instead of the random seed generator.
      
      * Update README.md
      
      * Update README.md
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update scheduling_ddim.py
      
      * Update import format
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update scheduling_ddim.py
      
      * Update src/diffusers/schedulers/scheduling_ddim.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/schedulers/scheduling_ddim.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/schedulers/scheduling_ddim.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/schedulers/scheduling_ddim.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/schedulers/scheduling_ddim.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update scheduling_ddim.py
      
      * Update scheduling_ddim.py
      
      * Update scheduling_ddim.py
      
      * add two tests
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Update README.md
      
      * Rename pipeline name as suggested in the latest reviewer comment
      
      * Update test_pipelines.py
      
      * Update test_pipelines.py
      
      * Update test_pipelines.py
      
      * Update pipeline_stable_diffusion_cycle_diffusion.py
      
      * Remove the generator
      
      This generator does not control all randomness during sampling, which can be misleading.
      
      * Update optimal hyperparameters
      
      * Update src/diffusers/pipelines/stable_diffusion/README.md
      Co-authored-by: default avatarSuraj Patil <surajp815@gmail.com>
      
      * Update src/diffusers/pipelines/stable_diffusion/README.md
      Co-authored-by: default avatarSuraj Patil <surajp815@gmail.com>
      
      * Update src/diffusers/pipelines/stable_diffusion/README.md
      Co-authored-by: default avatarSuraj Patil <surajp815@gmail.com>
      
      * Apply suggestions from code review
      
      * uP
      
      * Update src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_cycle_diffusion.py
      Co-authored-by: default avatarSuraj Patil <surajp815@gmail.com>
      
      * up
      
      * up
      
      * Replace assert with ValueError
      
      * finish docs
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      Co-authored-by: default avatarSuraj Patil <surajp815@gmail.com>
      9d8943b7
  32. 03 Nov, 2022 2 commits
    • Will Berman's avatar
      VQ-diffusion (#658) · ef2ea33c
      Will Berman authored
      
      
      * Changes for VQ-diffusion VQVAE
      
      Add specify dimension of embeddings to VQModel:
      `VQModel` will by default set the dimension of embeddings to the number
      of latent channels. The VQ-diffusion VQVAE has a smaller
      embedding dimension, 128, than number of latent channels, 256.
      
      Add AttnDownEncoderBlock2D and AttnUpDecoderBlock2D to the up and down
      unet block helpers. VQ-diffusion's VQVAE uses those two block types.
      
      * Changes for VQ-diffusion transformer
      
      Modify attention.py so SpatialTransformer can be used for
      VQ-diffusion's transformer.
      
      SpatialTransformer:
      - Can now operate over discrete inputs (classes of vector embeddings) as well as continuous.
      - `in_channels` was made optional in the constructor so two locations where it was passed as a positional arg were moved to kwargs
      - modified forward pass to take optional timestep embeddings
      
      ImagePositionalEmbeddings:
      - added to provide positional embeddings to discrete inputs for latent pixels
      
      BasicTransformerBlock:
      - norm layers were made configurable so that the VQ-diffusion could use AdaLayerNorm with timestep embeddings
      - modified forward pass to take optional timestep embeddings
      
      CrossAttention:
      - now may optionally take a bias parameter for its query, key, and value linear layers
      
      FeedForward:
      - Internal layers are now configurable
      
      ApproximateGELU:
      - Activation function in VQ-diffusion's feedforward layer
      
      AdaLayerNorm:
      - Norm layer modified to incorporate timestep embeddings
      
      * Add VQ-diffusion scheduler
      
      * Add VQ-diffusion pipeline
      
      * Add VQ-diffusion convert script to diffusers
      
      * Add VQ-diffusion dummy objects
      
      * Add VQ-diffusion markdown docs
      
      * Add VQ-diffusion tests
      
      * some renaming
      
      * some fixes
      
      * more renaming
      
      * correct
      
      * fix typo
      
      * correct weights
      
      * finalize
      
      * fix tests
      
      * Apply suggestions from code review
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * Apply suggestions from code review
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * finish
      
      * finish
      
      * up
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      ef2ea33c
    • Revist's avatar
      feat: add repaint (#974) · d38c8043
      Revist authored
      
      
      * feat: add repaint
      
      * fix: fix quality check with `make fix-copies`
      
      * fix: remove old unnecessary arg
      
      * chore: change default to DDPM (looks better in experiments)
      
      * ".to(device)" changed to "device="
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * make generator device-specific
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * make generator device-specific and change shape
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * fix: add preprocessing for image and mask
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * fix: update test
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      
      * Update src/diffusers/pipelines/repaint/pipeline_repaint.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Add docs and examples
      
      * Fix toctree
      Co-authored-by: default avatarfja <fja@zurich.ibm.com>
      Co-authored-by: default avatarAnton Lozhkov <aglozhkov@gmail.com>
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      Co-authored-by: default avatarAnton Lozhkov <anton@huggingface.co>
      d38c8043
  33. 02 Nov, 2022 1 commit
  34. 24 Oct, 2022 1 commit
  35. 19 Oct, 2022 1 commit
  36. 05 Oct, 2022 2 commits