1. 07 Aug, 2024 2 commits
    • Aryan's avatar
      [feat] allow sparsectrl to be loaded from single file (#9073) · f6df2244
      Aryan authored
      
      
      * allow sparsectrl to be loaded with single file
      
      * update
      
      ---------
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      f6df2244
    • Aryan's avatar
      [core] FreeNoise (#8948) · 16a93f1a
      Aryan authored
      
      
      * initial work draft for freenoise; needs massive cleanup
      
      * fix freeinit bug
      
      * add animatediff controlnet implementation
      
      * revert attention changes
      
      * add freenoise
      
      * remove old helper functions
      
      * add decode batch size param to all pipelines
      
      * make style
      
      * fix copied from comments
      
      * make fix-copies
      
      * make style
      
      * copy animatediff controlnet implementation from #8972
      
      * add experimental support for num_frames not perfectly fitting context length, ocntext stride
      
      * make unet motion model lora work again based on #8995
      
      * copy load video utils from #8972
      
      * copied from AnimateDiff::prepare_latents
      
      * address the case where last batch of frames does not match length of indices in prepare latents
      
      * decode_batch_size->vae_batch_size; batch vae encode support in animatediff vid2vid
      
      * revert sparsectrl and sdxl freenoise changes
      
      * revert pia
      
      * add freenoise tests
      
      * make fix-copies
      
      * improve docstrings
      
      * add freenoise tests to animatediff controlnet
      
      * update tests
      
      * Update src/diffusers/models/unets/unet_motion_model.py
      
      * add freenoise to animatediff pag
      
      * address review comments
      
      * make style
      
      * update tests
      
      * make fix-copies
      
      * fix error message
      
      * remove copied from comment
      
      * fix imports in tests
      
      * update
      
      ---------
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      16a93f1a
  2. 03 Aug, 2024 1 commit
    • Aryan's avatar
      [refactor] create modeling blocks specific to AnimateDiff (#8979) · fbe29c62
      Aryan authored
      
      
      * animatediff specific transformer model
      
      * make style
      
      * make fix-copies
      
      * move blocks to unet motion model
      
      * make style
      
      * remove dummy object
      
      * fix incorrectly passed param causing test failures
      
      * rename model and output class
      
      * fix sparsectrl imports
      
      * remove todo comments
      
      * remove temporal double self attn param from controlnet sparsectrl
      
      * add deprecated versions of blocks
      
      * apply suggestions from review
      
      * update
      
      ---------
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      fbe29c62
  3. 30 Jul, 2024 1 commit
  4. 26 Jul, 2024 2 commits
    • Álvaro Somoza's avatar
      [Kolors] Add IP Adapter (#8901) · 73acebb8
      Álvaro Somoza authored
      * initial draft
      
      * apply suggestions
      
      * fix failing test
      
      * added ipa to img2img
      
      * add docs
      
      * apply suggestions
      73acebb8
    • Aryan's avatar
      [core] AnimateDiff SparseCtrl (#8897) · 5c53ca5e
      Aryan authored
      * initial sparse control model draft
      
      * remove unnecessary implementation
      
      * copy animatediff pipeline
      
      * remove deprecated callbacks
      
      * update
      
      * update pipeline implementation progress
      
      * make style
      
      * make fix-copies
      
      * update progress
      
      * add partially working pipeline
      
      * remove debug prints
      
      * add model docs
      
      * dummy objects
      
      * improve motion lora conversion script
      
      * fix bugs
      
      * update docstrings
      
      * remove unnecessary model params; docs
      
      * address review comment
      
      * add copied from to zero_module
      
      * copy animatediff test
      
      * add fast tests
      
      * update docs
      
      * update
      
      * update pipeline docs
      
      * fix expected slice values
      
      * fix license
      
      * remove get_down_block usage
      
      * remove temporal_double_self_attention from get_down_block
      
      * update
      
      * update docs with org and documentation images
      
      * make from_unet work in sparsecontrolnetmodel
      
      * add latest freeinit test from #8969
      
      * make fix-copies
      
      * LoraLoaderMixin -> StableDiffsuionLoraLoaderMixin
      5c53ca5e
  5. 25 Jul, 2024 1 commit
    • Aryan's avatar
      [tests] speed up animatediff tests (#8846) · 3ae0ee88
      Aryan authored
      
      
      * speed up animatediff tests
      
      * fix pia test_ip_adapter_single
      
      * fix tests/pipelines/pia/test_pia.py::PIAPipelineFastTests::test_dict_tuple_outputs_equivalent
      
      * update
      
      * fix ip adapter tests
      
      * skip test_from_pipe_consistent_config tests
      
      * fix prompt_embeds test
      
      * update test_from_pipe_consistent_config tests
      
      * fix expected_slice values
      
      * remove temporal_norm_num_groups from UpBlockMotion
      
      ---------
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      3ae0ee88
  6. 24 Jul, 2024 1 commit
    • Sayak Paul's avatar
      [Core] fix QKV fusion for attention (#8829) · 50d21f7c
      Sayak Paul authored
      * start debugging the problem,
      
      * start
      
      * fix
      
      * fix
      
      * fix imports.
      
      * handle hunyuan
      
      * remove residuals.
      
      * add a check for making sure there's appropriate procs.
      
      * add more rigor to the tests.
      
      * fix test
      
      * remove redundant check
      
      * fix-copies
      
      * move check_qkv_fusion_matches_attn_procs_length and check_qkv_fusion_processors_exist.
      50d21f7c
  7. 12 Jul, 2024 1 commit
  8. 08 Jul, 2024 1 commit
  9. 02 Jul, 2024 1 commit
  10. 27 Jun, 2024 1 commit
    • Mathis Koroglu's avatar
      Motion Model / Adapter versatility (#8301) · 3e0d128d
      Mathis Koroglu authored
      * Motion Model / Adapter versatility
      
      - allow to use a different number of layers per block
      - allow to use a different number of transformer per layers per block
      - allow a different number of motion attention head per block
      - use dropout argument in get_down/up_block in 3d blocks
      
      * Motion Model added arguments renamed & refactoring
      
      * Add test for asymmetric UNetMotionModel
      3e0d128d
  11. 24 Jun, 2024 1 commit
  12. 21 Jun, 2024 1 commit
  13. 18 Jun, 2024 1 commit
  14. 05 Jun, 2024 1 commit
    • Sayak Paul's avatar
      [LoRA] Remove legacy LoRA code and related adjustments (#8316) · a0542c19
      Sayak Paul authored
      * remove legacy code from load_attn_procs.
      
      * finish first draft
      
      * fix more.
      
      * fix more
      
      * add test
      
      * add serialization support.
      
      * fix-copies
      
      * require peft backend for lora tests
      
      * style
      
      * fix test
      
      * fix loading.
      
      * empty
      
      * address benjamin's feedback.
      a0542c19
  15. 29 May, 2024 1 commit
  16. 16 May, 2024 1 commit
  17. 13 May, 2024 1 commit
  18. 10 May, 2024 1 commit
    • Mark Van Aken's avatar
      #7535 Update FloatTensor type hints to Tensor (#7883) · be4afa0b
      Mark Van Aken authored
      * find & replace all FloatTensors to Tensor
      
      * apply formatting
      
      * Update torch.FloatTensor to torch.Tensor in the remaining files
      
      * formatting
      
      * Fix the rest of the places where FloatTensor is used as well as in documentation
      
      * formatting
      
      * Update new file from FloatTensor to Tensor
      be4afa0b
  19. 09 May, 2024 1 commit
    • Dhruv Nair's avatar
      [Refactor] Better align `from_single_file` logic with `from_pretrained` (#7496) · cb0f3b49
      Dhruv Nair authored
      
      
      * refactor unet single file loading a bit.
      
      * retrieve the unet from create_diffusers_unet_model_from_ldm
      
      * update
      
      * update
      
      * updae
      
      * update
      
      * update
      
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      * update
      
      * update
      
      * tests
      
      * update
      
      * update
      
      * update
      
      * Update docs/source/en/api/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * update
      
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      * update
      
      * update
      
      * Update docs/source/en/api/loaders/single_file.md
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/loaders/single_file.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update docs/source/en/api/loaders/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/loaders/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/loaders/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * Update docs/source/en/api/loaders/single_file.md
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
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      * update
      
      * update
      
      * update
      
      * update
      
      ---------
      Co-authored-by: default avatarsayakpaul <spsayakpaul@gmail.com>
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      cb0f3b49
  20. 08 May, 2024 1 commit
    • Aryan's avatar
      [Pipeline] AnimateDiff SDXL (#6721) · 818f7607
      Aryan authored
      
      
      * update conversion script to handle motion adapter sdxl checkpoint
      
      * add animatediff xl
      
      * handle addition_embed_type
      
      * fix output
      
      * update
      
      * add imports
      
      * make fix-copies
      
      * add decode latents
      
      * update docstrings
      
      * add animatediff sdxl to docs
      
      * remove unnecessary lines
      
      * update example
      
      * add test
      
      * revert conv_in conv_out kernel param
      
      * remove unused param addition_embed_type_num_heads
      
      * latest IPAdapter impl
      
      * make fix-copies
      
      * fix return
      
      * add IPAdapterTesterMixin to tests
      
      * fix return
      
      * revert based on suggestion
      
      * add freeinit
      
      * fix test_to_dtype test
      
      * use StableDiffusionMixin instead of different helper methods
      
      * fix progress bar iterations
      
      * apply suggestions from review
      
      * hardcode flip_sin_to_cos and freq_shift
      
      * make fix-copies
      
      * fix ip adapter implementation
      
      * fix last failing test
      
      * make style
      
      * Update docs/source/en/api/pipelines/animatediff.md
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      
      * remove todo
      
      * fix doc-builder errors
      
      ---------
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      818f7607
  21. 30 Apr, 2024 1 commit
    • Sayak Paul's avatar
      [Core] introduce _no_split_modules to `ModelMixin` (#6396) · 3fd31eef
      Sayak Paul authored
      * introduce _no_split_modules.
      
      * unnecessary spaces.
      
      * remove unnecessary kwargs and style
      
      * fix: accelerate imports.
      
      * change to _determine_device_map
      
      * add the blocks that have residual connections.
      
      * add: CrossAttnUpBlock2D
      
      * add: testin
      
      * style
      
      * line-spaces
      
      * quality
      
      * add disk offload test without safetensors.
      
      * checking disk offloading percentages.
      
      * change model split
      
      * add: utility for checking multi-gpu requirement.
      
      * model parallelism test
      
      * splits.
      
      * splits.
      
      * splits
      
      * splits.
      
      * splits.
      
      * splits.
      
      * offload folder to test_disk_offload_with_safetensors
      
      * add _no_split_modules
      
      * fix-copies
      3fd31eef
  22. 16 Apr, 2024 1 commit
    • UmerHA's avatar
      Fixing implementation of ControlNet-XS (#6772) · fda1531d
      UmerHA authored
      
      
      * CheckIn - created DownSubBlocks
      
      * Added extra channels, implemented subblock fwd
      
      * Fixed connection sizes
      
      * checkin
      
      * Removed iter, next in forward
      
      * Models for SD21 & SDXL run through
      
      * Added back pipelines, cleared up connections
      
      * Cleaned up connection creation
      
      * added debug logs
      
      * updated logs
      
      * logs: added input loading
      
      * Update umer_debug_logger.py
      
      * log: Loading hint
      
      * Update umer_debug_logger.py
      
      * added logs
      
      * Changed debug logging
      
      * debug: added more logs
      
      * Fixed num_norm_groups
      
      * Debug: Logging all of SDXL input
      
      * Update umer_debug_logger.py
      
      * debug: updated logs
      
      * checkim
      
      * Readded tests
      
      * Removed debug logs
      
      * Fixed Slow Tests
      
      * Added value ckecks | Updated model_cpu_offload_seq
      
      * accelerate-offloading works ; fast tests work
      
      * Made unet & addon explicit in controlnet
      
      * Updated slow tests
      
      * Added dtype/device to ControlNetXS
      
      * Filled in test model paths
      
      * Added image_encoder/feature_extractor to XL pipe
      
      * Fixed fast tests
      
      * Added comments and docstrings
      
      * Fixed copies
      
      * Added docs ; Updates slow tests
      
      * Moved changes to UNetMidBlock2DCrossAttn
      
      * tiny cleanups
      
      * Removed stray prints
      
      * Removed ip adapters + freeU
      
      - Removed ip adapters + freeU as they don't make sense for ControlNet-XS
      - Fixed imports of UNet components
      
      * Fixed test_save_load_float16
      
      * Make style, quality, fix-copies
      
      * Changed loading/saving API for ControlNetXS
      
      - Changed loading/saving API for ControlNetXS
      - other small fixes
      
      * Removed ControlNet-XS from research examples
      
      * Make style, quality, fix-copies
      
      * Small fixes
      
      - deleted ControlNetXSModel.init_original
      - added time_embedding_mix to StableDiffusionControlNetXSPipeline .from_pretrained / StableDiffusionXLControlNetXSPipeline.from_pretrained
      - fixed copy hints
      
      * checkin May 11 '23
      
      * CheckIn Mar 12 '24
      
      * Fixed tests for SD
      
      * Added tests for UNetControlNetXSModel
      
      * Fixed SDXL tests
      
      * cleanup
      
      * Delete Pipfile
      
      * CheckIn Mar 20
      
      Started replacing sub blocks  by `ControlNetXSCrossAttnDownBlock2D` and `ControlNetXSCrossAttnUplock2D`
      
      * check-in Mar 23
      
      * checkin 24 Mar
      
      * Created init for UNetCnxs and CnxsAddon
      
      * CheckIn
      
      * Made from_modules, from_unet and no_control work
      
      * make style,quality,fix-copies & small changes
      
      * Fixed freezing
      
      * Added gradient ckpt'ing; fixed tests
      
      * Fix slow tests(+compile) ; clear naming confusion
      
      * Don't create UNet in init ; removed class_emb
      
      * Incorporated review feedback
      
      - Deleted get_base_pipeline /  get_controlnet_addon for pipes
      - Pipes inherit from StableDiffusionXLPipeline
      - Made module dicts for cnxs-addon's down/mid/up classes
      - Added support for qkv fusion and freeU
      
      * Make style, quality, fix-copies
      
      * Implemented review feedback
      
      * Removed compatibility check for vae/ctrl embedding
      
      * make style, quality, fix-copies
      
      * Delete Pipfile
      
      * Integrated review feedback
      
      - Importing ControlNetConditioningEmbedding now
      - get_down/mid/up_block_addon now outside class
      - renamed `do_control` to `apply_control`
      
      * Reduced size of test tensors
      
      For this, added `norm_num_groups` as parameter everywhere
      
      * Renamed cnxs-`Addon` to cnxs-`Adapter`
      
      - `ControlNetXSAddon` -> `ControlNetXSAdapter`
      - `ControlNetXSAddonDownBlockComponents` -> `DownBlockControlNetXSAdapter`, and similarly for mid/up
      - `get_mid_block_addon` -> `get_mid_block_adapter`, and similarly for mid/up
      
      * Fixed save_pretrained/from_pretrained bug
      
      * Removed redundant code
      
      ---------
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
      fda1531d
  23. 02 Apr, 2024 2 commits
  24. 01 Apr, 2024 1 commit
  25. 21 Mar, 2024 1 commit
  26. 19 Mar, 2024 3 commits
  27. 18 Mar, 2024 1 commit
    • M. Tolga Cangöz's avatar
      Fix Typos (#7325) · 6a05b274
      M. Tolga Cangöz authored
      * Fix PyTorch's convention for inplace functions
      
      * Fix import structure in __init__.py and update config loading logic in test_config.py
      
      * Update configuration access
      
      * Fix typos
      
      * Trim trailing white spaces
      
      * Fix typo in logger name
      
      * Revert "Fix PyTorch's convention for inplace functions"
      
      This reverts commit f65dc4afcb57ceb43d5d06389229d47bafb10d2d.
      
      * Fix typo in step_index property description
      
      * Revert "Update configuration access"
      
      This reverts commit 8d44e870b8c1ad08802e3e904c34baeca1b598f8.
      
      * Revert "Fix import structure in __init__.py and update config loading logic in test_config.py"
      
      This reverts commit 2ad5e8bca25aede3b912da22bd57285b598fe171.
      
      * Fix typos
      
      * Fix typos
      
      * Fix typos
      
      * Fix a typo: tranform -> transform
      6a05b274
  28. 14 Mar, 2024 1 commit
    • M. Tolga Cangöz's avatar
      [`Tests`] Update a deprecated parameter in test files and fix several typos (#7277) · 5d848ec0
      M. Tolga Cangöz authored
      * Add properties and `IPAdapterTesterMixin` tests for `StableDiffusionPanoramaPipeline`
      
      * Fix variable name typo and update comments
      
      * Update deprecated `output_type="numpy"` to "np" in test files
      
      * Discard changes to src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py
      
      * Update test_stable_diffusion_panorama.py
      
      * Update numbers in README.md
      
      * Update get_guidance_scale_embedding method to use timesteps instead of w
      
      * Update number of checkpoints in README.md
      
      * Add type hints and fix var name
      
      * Fix PyTorch's convention for inplace functions
      
      * Fix a typo
      
      * Revert "Fix PyTorch's convention for inplace functions"
      
      This reverts commit 74350cf65b2c9aa77f08bec7937d7a8b13edb509.
      
      * Fix typos
      
      * Indent
      
      * Refactor get_guidance_scale_embedding method in LEditsPPPipelineStableDiffusionXL class
      5d848ec0
  29. 13 Mar, 2024 4 commits
  30. 09 Mar, 2024 1 commit
  31. 08 Mar, 2024 1 commit
  32. 06 Mar, 2024 1 commit
    • Kashif Rasul's avatar
      [Pipiline] Wuerstchen v3 aka Stable Cascasde pipeline (#6487) · 40aa47b9
      Kashif Rasul authored
      
      
      * initial diffNext v3
      
      * move to v3 folder
      
      * imports
      
      * dry up the unets
      
      * no switch_level
      
      * fix init
      
      * add switch_level tp config
      
      * Fixed some things
      
      * Added pooled text embeddings
      
      * Initial work on adding image encoder
      
      * changes from @dome272
      
      * Stuff for the image encoder processing and variable naming in decoder
      
      * fix arg name
      
      * inference fixes
      
      * inference fixes
      
      * default TimestepBlock without conds
      
      * c_skip=0 by default
      
      * fix bfloat16 to cpu
      
      * use config
      
      * undo temp change
      
      * fix gen_c_embeddings args
      
      * change text encoding
      
      * text encoding
      
      * undo print
      
      * undo .gitignore change
      
      * Allow WuerstchenV3PriorPipeline to use the base DDPM & DDIM schedulers
      
      * use WuerstchenV3Unet in both pipelines
      
      * fix imports
      
      * initial failing tests
      
      * cleanup
      
      * use scheduler.timesterps
      
      * some fixes to the tests, still not fully working
      
      * fix tests
      
      * fix prior tests
      
      * add dropout to the model_kwargs
      
      * more tests passing
      
      * update expected_slice
      
      * initial rename
      
      * rename tests
      
      * rename class names
      
      * make fix-copies
      
      * initial docs
      
      * autodocs
      
      * typos
      
      * fix arg docs
      
      * add text_encoder info
      
      * combined pipeline has optional image arg
      
      * fix documentation
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * use self.config
      
      * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * c_in -> in_channels
      
      * removed kwargs from unet's forward
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      
      * remove older callback api
      
      * removed kwargs and fixed decoder guidance > 1
      
      * decoder takes emeds
      
      * check and use image_embeds
      
      * fixed all but one decoder test
      
      * fix decoder tests
      
      * update callback api
      
      * fix some more combined tests
      
      * push combined pipeline
      
      * initial docs
      
      * fix doc_string
      
      * update combined api
      
      * no test_callback_inputs test for combined pipeline
      
      * add optional components
      
      * fix ordering of components
      
      * fix combined tests
      
      * update convert script
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      
      * fix imports
      
      * move effnet out of deniosing loop
      
      * prompt_embeds_pooled only when doing guidance
      
      * Fix repeat shape
      
      * move StableCascadeUnet to models/unets/
      
      * more descriptive names
      
      * converted when numpy()
      
      * StableCascadePriorPipelineOutput docs
      
      * rename StableCascadeUNet
      
      * add slow tests
      
      * fix slow tests
      
      * update
      
      * update
      
      * updated model_path
      
      * add args for weights
      
      * set push_to_hub to false
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      * update
      
      ---------
      Co-authored-by: default avatarDominic Rampas <d6582533@gmail.com>
      Co-authored-by: default avatarPablo Pernias <pablo@pernias.com>
      Co-authored-by: default avatarSayak Paul <spsayakpaul@gmail.com>
      Co-authored-by: default avatarPatrick von Platen <patrick.v.platen@gmail.com>
      Co-authored-by: default avatarYiYi Xu <yixu310@gmail.com>
      Co-authored-by: default avatar99991 <99991@users.noreply.github.com>
      Co-authored-by: default avatarDhruv Nair <dhruv.nair@gmail.com>
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