1. 21 Jul, 2023 2 commits
  2. 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
  3. 14 Jul, 2023 3 commits
  4. 12 Jul, 2023 2 commits
  5. 10 Jul, 2023 1 commit
  6. 06 Jul, 2023 3 commits
    • Patrick von Platen's avatar
      Fix SD XL Docs (#3971) · 38e563d0
      Patrick von Platen authored
      * finish sd xl docs
      
      * make style
      
      * Apply suggestions from code review
      
      * uP
      
      * uP
      
      * Correct
      38e563d0
    • Patrick von Platen's avatar
      Improve SD XL (#3968) · 187ea539
      Patrick von Platen authored
      * improve sd xl
      
      * correct more
      
      * finish
      
      * make style
      
      * fix more
      187ea539
    • Patrick von Platen's avatar
      [SD-XL] Add new pipelines (#3859) · bc9a8cef
      Patrick von Platen authored
      
      
      * Add new text encoder
      
      * add transformers depth
      
      * More
      
      * Correct conversion script
      
      * Fix more
      
      * Fix more
      
      * Correct more
      
      * correct text encoder
      
      * Finish all
      
      * proof that in works in run local xl
      
      * clean up
      
      * Get refiner to work
      
      * Add red castle
      
      * Fix batch size
      
      * Improve pipelines more
      
      * Finish text2image tests
      
      * Add img2img test
      
      * Fix more
      
      * fix import
      
      * Fix embeddings for classic models (#3888)
      
      Fix embeddings for classic SD models.
      
      * Allow multiple prompts to be passed to the refiner (#3895)
      
      * finish more
      
      * Apply suggestions from code review
      
      * add watermarker
      
      * Model offload (#3889)
      
      * Model offload.
      
      * Model offload for refiner / img2img
      
      * Hardcode encoder offload on img2img vae encode
      
      Saves some GPU RAM in img2img / refiner tasks so it remains below 8 GB.
      
      ---------
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * correct
      
      * fix
      
      * clean print
      
      * Update install warning for `invisible-watermark`
      
      * add: missing docstrings.
      
      * fix and simplify the usage example in img2img.
      
      * fix setup for watermarking.
      
      * Revert "fix setup for watermarking."
      
      This reverts commit 491bc9f5a640bbf46a97a8e52d6eff7e70eb8e4b.
      
      * fix: watermarking setup.
      
      * fix: op.
      
      * run make fix-copies.
      
      * make sure tests pass
      
      * improve convert
      
      * make tests pass
      
      * make tests pass
      
      * better error message
      
      * fiinsh
      
      * finish
      
      * Fix final test
      
      ---------
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      bc9a8cef
  7. 20 Jun, 2023 1 commit
  8. 19 Jun, 2023 1 commit
  9. 16 Jun, 2023 1 commit
  10. 15 Jun, 2023 1 commit
  11. 07 Jun, 2023 1 commit
  12. 05 Jun, 2023 1 commit
  13. 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
  14. 28 Apr, 2023 1 commit
    • clarencechen's avatar
      Diffedit Zero-Shot Inpainting Pipeline (#2837) · be0bfcec
      clarencechen authored
      * Update Pix2PixZero Auto-correlation Loss
      
      * Add Stable Diffusion DiffEdit pipeline
      
      * Add draft documentation and import code
      
      * Bugfixes and refactoring
      
      * Add option to not decode latents in the inversion process
      
      * Harmonize preprocessing
      
      * Revert "Update Pix2PixZero Auto-correlation Loss"
      
      This reverts commit b218062fed08d6cc164206d6cb852b2b7b00847a.
      
      * Update annotations
      
      * rename `compute_mask` to `generate_mask`
      
      * Update documentation
      
      * Update docs
      
      * Update Docs
      
      * Fix copy
      
      * Change shape of output latents to batch first
      
      * Update docs
      
      * Add first draft for tests
      
      * Bugfix and update tests
      
      * Add `cross_attention_kwargs` support for all pipeline methods
      
      * Fix Copies
      
      * Add support for PIL image latents
      
      Add support for mask broadcasting
      
      Update docs and tests
      
      Align `mask` argument to `mask_image`
      
      Remove height and width arguments
      
      * Enable MPS Tests
      
      * Move example docstrings
      
      * Fix test
      
      * Fix test
      
      * fix pipeline inheritance
      
      * Harmonize `prepare_image_latents` with StableDiffusionPix2PixZeroPipeline
      
      * Register modules set to `None` in config for `test_save_load_optional_components`
      
      * Move fixed logic to specific test class
      
      * Clean changes to other pipelines
      
      * Update new tests to coordinate with #2953
      
      * Update slow tests for better results
      
      * Safety to avoid potential problems with torch.inference_mode
      
      * Add reference in SD Pipeline Overview
      
      * Fix tests again
      
      * Enforce determinism in noise for generate_mask
      
      * Fix copies
      
      * Widen test tolerance for fp16 based on `test_stable_diffusion_upscale_pipeline_fp16`
      
      * Add LoraLoaderMixin and update `prepare_image_latents`
      
      * clean up repeat and reg
      
      * bugfix
      
      * Remove invalid args from docs
      
      Suppress spurious warning by repeating image before latent to mask gen
      be0bfcec
  15. 25 Apr, 2023 1 commit
  16. 19 Apr, 2023 1 commit
  17. 14 Apr, 2023 1 commit
  18. 12 Apr, 2023 1 commit
  19. 31 Mar, 2023 2 commits
  20. 24 Mar, 2023 1 commit
    • Bahjat Kawar's avatar
      Add ModelEditing pipeline (#2721) · 37a44bb2
      Bahjat Kawar authored
      
      
      * TIME first commit
      
      * styling.
      
      * styling 2.
      
      * fixes; tests
      
      * apply styling and doc fix.
      
      * remove sups.
      
      * fixes
      
      * remove temp file
      
      * move augmentations to const
      
      * added doc entry
      
      * code quality
      
      * customize augmentations
      
      * quality
      
      * quality
      
      ---------
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      37a44bb2
  21. 23 Mar, 2023 2 commits
  22. 09 Mar, 2023 1 commit
  23. 03 Mar, 2023 2 commits
  24. 02 Mar, 2023 2 commits
    • Ilmari Heikkinen's avatar
      8k Stable Diffusion with tiled VAE (#1441) · 80148484
      Ilmari Heikkinen authored
      
      
      * 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: default avatarPedro Cuenca <pedro@huggingface.co>
      
      * up
      
      ---------
      Co-authored-by: default avatarIlmari Heikkinen <ilmari@fhtr.org>
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      Co-authored-by: default avatarPedro Cuenca <pedro@huggingface.co>
      80148484
    • 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
  25. 01 Mar, 2023 1 commit
  26. 28 Feb, 2023 1 commit
  27. 21 Feb, 2023 1 commit
  28. 20 Feb, 2023 3 commits