Steven Liu
7c3a75a1ce
[docs] General updates ( #5378 )
...
* first draft
* feedback
* feedback
2023-10-24 11:51:55 -07:00
Isamu Isozaki
b8896a154a
Japanese docs ( #5478 )
...
* Finished _toctree.yml and index.md
* Finished installation.md
* Properly finished installation.md and almost finished quicktour
* Finished quicktour
* Finished stable diffusion doc
* Fixed _toctree.yml
* Fixed requests
* Fix country code
* Properly push
2023-10-24 11:30:04 -07:00
Sayak Paul
77241c48af
[Core] Refactor activation and normalization layers ( #5493 )
...
* move out the activations.
* move normalization layers.
* add doc.
* add doc.
* fix: paths
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* style
---------
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-10-24 08:49:43 +05:30
Abhishar Sinha
096f84b05f
Fixed autoencoder typo ( #5500 )
2023-10-23 13:59:00 -07:00
YiYi Xu
9e1edfc1ad
fix a few issues in controlnet inpaint pipelines ( #5470 )
...
* add
* Update docs/source/en/api/pipelines/controlnet_sdxl.md
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
---------
Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
2023-10-23 09:24:51 -10:00
Steven Liu
6b06c30a65
[docs] Fix links ( #5499 )
...
fix links
2023-10-23 20:39:29 +02:00
Kyunghwan Kim
6e608d8a35
Fix typo in controlnet docs ( #5486 )
2023-10-23 20:36:35 +02:00
Susheel Thapa
324d18fba2
Chore: Typo fixed in multiple files ( #5422 )
2023-10-17 08:17:03 -07:00
Sayak Paul
b4cbbd5ed2
[Examples] Follow up of #5393 ( #5420 )
...
* fix: create_repo()
* Empty-Commit
2023-10-17 12:07:39 +05:30
Sayak Paul
cc12f3ec92
[Examples] Update with HFApi ( #5393 )
...
* update training examples to use HFAPI.
* update training example.
* reflect the changes in the korean version too.
* Empty-Commit
2023-10-16 19:34:46 +05:30
Heinz-Alexander Fuetterer
0ea78f9707
chore: fix typos ( #5386 )
...
* chore: fix typos
* Update src/diffusers/pipelines/shap_e/renderer.py
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com >
---------
Co-authored-by: psychedelicious <4822129+psychedelicious@users.noreply.github.com >
2023-10-16 15:23:37 +02:00
Sayak Paul
5495073faf
[Docs] add docs on peft diffusers integration ( #5359 )
...
* add docs on peft diffusers integration/
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com >
Co-authored-by: pacman100 <13534540+pacman100@users.noreply.github.com >
* update URLs.
* Apply suggestions from code review
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com >
* Apply suggestions from code review
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* minor changes
* Update docs/source/en/tutorials/using_peft_for_inference.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* reflect the latest changes.
* note about update.
---------
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com >
Co-authored-by: pacman100 <13534540+pacman100@users.noreply.github.com >
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-10-16 18:41:37 +05:30
Steven Liu
cf03f5b718
[docs] Minor fixes ( #5369 )
...
minor fixes
2023-10-11 17:18:29 -07:00
Soumik Rakshit
e00df25aee
Fix StableDiffusionXLImg2ImgPipeline creation in sdxl tutorial ( #5367 )
...
fix: StableDiffusionXLImg2ImgPipeline creation in sdxl tutorial
2023-10-11 13:07:53 +02:00
Steven Liu
a139213578
[docs] Create a mask for inpainting ( #5322 )
...
add mask making section
2023-10-10 08:29:27 -07:00
Jonathan Whitaker
35952e61c1
Fix links in docs to adapter code ( #5323 )
...
Update adapter.md to fix links to adapter pipelines
2023-10-09 17:20:12 +02:00
Shubham S Jagtap
306dc6e751
Update README.md ( #5267 )
...
Co-authored-by: YiYi Xu <yixu310@gmail.com >
2023-10-06 14:50:18 -07:00
TimothyAlexisVass
016866792d
Minor fixes ( #5309 )
...
tiny fixes
2023-10-06 11:20:06 -07:00
Steven Liu
f0a2c63753
[docs] Improved inpaint docs ( #5210 )
...
* start
* finish draft
* add section
* edits
* feedback
* make fix-copies
* rebase
2023-10-06 09:44:24 -07:00
Sayak Paul
e6faf607f7
add: entry for DDPO support. ( #5250 )
...
* add: entry for DDPO support.
* move to training
* address steven's comments./
2023-10-05 14:29:00 +02:00
Kadir Nar
84b82a6cb7
✨ [Core] Add FreeU mechanism ( #5164 )
...
* ✨ Added Fourier filter function to upsample blocks
* 🔧 Update Fourier_filter for float16 support
* ✨ Added UNetFreeUConfig to UNet model for FreeU adaptation 🛠️
* move unet to its original form and add fourier_filter to torch_utils.
* implement freeU enable mechanism
* implement disable mechanism
* resolution index.
* correct resolution idx condition.
* fix copies.
* no need to use resolution_idx in vae.
* spell out the kwargs
* proper config property
* fix attribution setting
* place unet hasattr properly.
* fix: attribute access.
* proper disable
* remove validation method.
* debug
* debug
* debug
* debug
* debug
* debug
* potential fix.
* add: doc.
* fix copies
* add: tests.
* add: support freeU in SDXL.
* set default value of resolution idx.
* set default values for resolution_idx.
* fix copies
* fix rest.
* fix copies
* address PR comments.
* run fix-copies
* move apply_free_u to utils and other minors.
* introduce support for video (unet3D)
* minor ups
* consistent fix-copies.
* consistent stuff
* fix-copies
* add: rest
* add: docs.
* fix: tests
* fix: doc path
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* style up
* move to techniques.
* add: slow test for sd freeu.
* add: slow test for sd freeu.
* add: slow test for sd freeu.
* add: slow test for sd freeu.
* add: slow test for sd freeu.
* add: slow test for sd freeu.
* add: slow test for video with freeu
* add: slow test for video with freeu
* add: slow test for video with freeu
* style
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-10-05 10:37:04 +02:00
1toTree
e46ec5f88f
Zh doc ( #4807 )
...
* Update _toctree.yml
* Add files via upload
* Update docs/source/zh/stable_diffusion.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
---------
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-10-04 08:54:13 -07:00
Mishig
84e5cc596c
Fix doc KO unconditional_image_generation.md ( #5236 )
...
Fix indent issue
2023-09-29 18:49:40 +02:00
Patrick von Platen
ad06e5106e
[Docs] Improve xformers page ( #5196 )
...
[Docs] Improve
2023-09-27 16:02:15 +05:30
Steven Liu
fd1c54abf2
[docs] Improved text-to-image guide ( #4938 )
...
* first draft
* edits
* feedback
2023-09-26 09:20:19 -07:00
Patrick von Platen
a91a273d0b
[Docs] Try to fix doc builder ( #5180 )
...
* try to fix docs
* try to fix docs
2023-09-25 20:24:50 +02:00
Patrick von Platen
d70944bf7f
fix docs
2023-09-25 19:55:49 +02:00
MLRichter
0bc6be6960
Update wuerstchen.md ( #5156 )
2023-09-25 18:43:08 +02:00
Patrick von Platen
144c3a8b7c
[Imports] Fix many import bugs and make sure that doc builder CI test works correctly ( #5176 )
...
* [Doc builder] Ensure slow import for doc builder
* Apply suggestions from code review
* env for doc builder
* fix more
* [Diffusers] Set import to slow as env variable
* fix docs
* fix docs
* Apply suggestions from code review
* Apply suggestions from code review
* fix docs
* fix docs
2023-09-25 18:06:51 +02:00
Mishig
48664d62b8
Delete duplicatd doc file ( #5169 )
2023-09-24 19:58:13 +02:00
Steven Liu
06b316ef5c
[docs] Improved image-to-image guide ( #5020 )
...
* finish first draft
* feedback
* feedback
2023-09-22 13:20:30 -07:00
Ayush Mangal
157c9011d8
Add BLIP Diffusion ( #4388 )
...
* Add BLIP Diffusion skeleton
* Add other model components
* Add BLIP2, need to change it for now
* Fix pipeline imports
* Load pretrained ViT
* Make qformer fwd pass same
* Replicate fwd passes
* Fix device bug
* Add accelerate functions
* Remove extra functions from Blip2
* Minor bug
* Integrate initial review changes
* Refactoring
* Refactoring
* Refactor
* Add controlnet
* Refactor
* Update conversion script
* Add image processor
* Shift postprocessing to ImageProcessor
* Refactor
* Fix device
* Add fast tests
* Update conversion script
* Fix checkpoint conversion script
* Integrate review changes
* Integrate reivew changes
* Remove unused functions from test
* Reuse HF image processor in Cond image
* Create new BlipImageProcessor based on transfomers
* Fix image preprocessor
* Minor
* Minor
* Add canny preprocessing
* Fix controlnet preprocessing
* Fix blip diffusion test
* Add controlnet test
* Add initial doc strings
* Integrate review changes
* Refactor
* Update examples
* Remove DDIM comments
* Add copied from for prepare_latents
* Add type anotations
* Add docstrings
* Do black formatting
* Add batch support
* Make tests pass
* Make controlnet tests pass
* Black formatting
* Fix progress bar
* Fix some licensing comments
* Fix imports
* Refactor controlnet
* Make tests faster
* Edit examples
* Black formatting/Ruff
* Add doc
* Minor
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Move controlnet pipeline
* Make tests faster
* Fix imports
* Fix formatting
* Fix make errors
* Fix make errors
* Minor
* Add suggested doc changes
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
* Edit docs
* Fix 16 bit loading
* Update examples
* Edit toctree
* Update docs/source/en/api/pipelines/blip_diffusion.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
* Minor
* Add tips
* Edit examples
* Update model paths
---------
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2023-09-21 17:05:35 +01:00
Younes Belkada
914586f5b6
[core] Use python 3.8 in workflow and setup file ( #5122 )
...
* use python 3.7 instead
* Update setup.py
2023-09-20 20:57:06 +02:00
Ruoxi
16b9a57d29
Implement CustomDiffusionAttnProcessor2_0. ( #4604 )
...
* Implement `CustomDiffusionAttnProcessor2_0`
* Doc-strings and type annotations for `CustomDiffusionAttnProcessor2_0`. (#1 )
* Update attnprocessor.md
* Update attention_processor.py
* Interops for `CustomDiffusionAttnProcessor2_0`.
* Formatted `attention_processor.py`.
* Formatted doc-string in `attention_processor.py`
* Conditional CustomDiffusion2_0 for training example.
* Remove unnecessary reference impl in comments.
* Fix `save_attn_procs`.
2023-09-18 14:49:00 +02:00
Sayak Paul
bfc606301f
add doc around fusing multiple loras. ( #5056 )
...
* add doc around fusing multiple loras.
* Apply suggestions from code review
Co-authored-by: apolinário <joaopaulo.passos@gmail.com >
* address poli's comments.
---------
Co-authored-by: apolinário <joaopaulo.passos@gmail.com >
2023-09-18 12:42:58 +01:00
Kashif Rasul
427feb5359
[Wuerstchen] fix typos in docs ( #5051 )
...
* fix typos in docs
* fix for issue #5023
2023-09-15 12:53:25 +02:00
Patrick von Platen
abc47dece6
[SDXL, Docs] Textual inversion ( #5039 )
...
* [SDXL, Docs] Textual inversion
* Update docs/source/en/using-diffusers/sdxl.md
* finish
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
---------
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-09-15 12:51:36 +02:00
YiYi Xu
e70cb1243f
[WIP] adding Kandinsky training scripts ( #4890 )
...
* Add files via upload
Co-authored-by: Shahmatov Arseniy <62886550+cene555@users.noreply.github.com >
Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
2023-09-14 06:58:20 -10:00
Steven Liu
19edca82f1
[docs] Create clearer optimization sections ( #4870 )
...
* refactor
* update general optim sections
* update more sections
* few more updates
* benchmark code
2023-09-13 15:21:15 -07:00
Lucain
b954c22a44
Fix broken link in docs ( #5015 )
...
fix broken link
2023-09-13 15:40:25 +02:00
Kashif Rasul
77373c5eb1
[Wuerstchen] fix compel usage ( #4999 )
...
* fix compel usage
* minor changes in documentation
* fix tests
* fix more
* fix more
* typos
* fix tests
* formatting
---------
Co-authored-by: Dominic Rampas <d6582533@gmail.com >
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
2023-09-13 14:54:59 +02:00
Patrick von Platen
324aef6d14
[SDXL] Add LoRA to all pipelines ( #4896 )
...
* [SDXL] Add LoRA to all pipelines
* fix all
* fix all
* fix all
* fix more docs
* make style
2023-09-13 11:05:20 +02:00
Sayak Paul
8009272f48
[Tests and Docs] Add a test on serializing pipelines with components containing fused LoRA modules ( #4962 )
...
* add: test to ensure pipelines can be saved with fused lora modules.
* add docs about serialization with fused lora.
* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
* Empty-Commit
* Update docs/source/en/training/lora.md
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
---------
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com >
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
2023-09-13 10:01:37 +01:00
Kashif Rasul
16a056a7b5
Wuerstchen fixes ( #4942 )
...
* fix arguments and make example code work
* change arguments in combined test
* Add default timesteps
* style
* fixed test
* fix broken test
* formatting
* fix docstrings
* fix num_images_per_prompt
* fix doc styles
* please dont change this
* fix tests
* rename to DEFAULT_STAGE_C_TIMESTEPS
---------
Co-authored-by: Dominic Rampas <d6582533@gmail.com >
2023-09-11 15:47:53 +02:00
Dhruv Nair
b6e0b016ce
Lazy Import for Diffusers ( #4829 )
...
* initial commit
* move modules to import struct
* add dummy objects and _LazyModule
* add lazy import to schedulers
* clean up unused imports
* lazy import on models module
* lazy import for schedulers module
* add lazy import to pipelines module
* lazy import altdiffusion
* lazy import audio diffusion
* lazy import audioldm
* lazy import consistency model
* lazy import controlnet
* lazy import dance diffusion ddim ddpm
* lazy import deepfloyd
* lazy import kandinksy
* lazy imports
* lazy import semantic diffusion
* lazy imports
* lazy import stable diffusion
* move sd output to its own module
* clean up
* lazy import t2iadapter
* lazy import unclip
* lazy import versatile and vq diffsuion
* lazy import vq diffusion
* helper to fetch objects from modules
* lazy import sdxl
* lazy import txt2vid
* lazy import stochastic karras
* fix model imports
* fix bug
* lazy import
* clean up
* clean up
* fixes for tests
* fixes for tests
* clean up
* remove import of torch_utils from utils module
* clean up
* clean up
* fix mistake import statement
* dedicated modules for exporting and loading
* remove testing utils from utils module
* fixes from merge conflicts
* Update src/diffusers/pipelines/kandinsky2_2/__init__.py
* fix docs
* fix alt diffusion copied from
* fix check dummies
* fix more docs
* remove accelerate import from utils module
* add type checking
* make style
* fix check dummies
* remove torch import from xformers check
* clean up error message
* fixes after upstream merges
* dummy objects fix
* fix tests
* remove unused module import
---------
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
2023-09-11 09:56:22 +02:00
Sayak Paul
88735249da
[Docs] fix: minor formatting in the Würstchen docs ( #4965 )
...
fix: minor formatting in the docs
2023-09-11 09:12:53 +02:00
Sayak Paul
914c513ee0
[Docs] add t2i adapter entry to overview of training scripts. ( #4946 )
...
add t2i adapter entry to overview of training scripts.
2023-09-09 06:52:11 +05:30
Suraj Patil
dfec61f4b3
[examples] T2IAdapter training script ( #4934 )
...
* add t2i_example script
* remove in channels logic
* remove comments
* remove use_euler arg
* add requirements
* only use canny example
* use datasets
* comments
* make log_validation consistent with other scripts
* add readme
* fix title in readme
* update check_min_version
* change a few minor things.
* add doc entry
* add: test for t2i adapter training
* remove use_auth_token
* fix: logged info.
* remove tests for now.
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com >
2023-09-08 10:03:02 +05:30
Sayak Paul
9800cc5ece
[InstructPix2Pix] Fix pipeline implementation and add docs ( #4844 )
...
* initial evident fixes.
* instructpix2pix fixes.
* add: entry to doc.
* address PR feedback.
* make fix-copies
2023-09-07 15:34:19 +05:30
Kashif Rasul
541bb6ee63
Würstchen model ( #3849 )
...
* initial
* initial
* added initial convert script for paella vqmodel
* initial wuerstchen pipeline
* add LayerNorm2d
* added modules
* fix typo
* use model_v2
* embed clip caption amd negative_caption
* fixed name of var
* initial modules in one place
* WuerstchenPriorPipeline
* inital shape
* initial denoising prior loop
* fix output
* add WuerstchenPriorPipeline to __init__.py
* use the noise ratio in the Prior
* try to save pipeline
* save_pretrained working
* Few additions
* add _execution_device
* shape is int
* fix batch size
* fix shape of ratio
* fix shape of ratio
* fix output dataclass
* tests folder
* fix formatting
* fix float16 + started with generator
* Update pipeline_wuerstchen.py
* removed vqgan code
* add WuerstchenGeneratorPipeline
* fix WuerstchenGeneratorPipeline
* fix docstrings
* fix imports
* convert generator pipeline
* fix convert
* Work on Generator Pipeline. WIP
* Pipeline works with our diffuzz code
* apply scale factor
* removed vqgan.py
* use cosine schedule
* redo the denoising loop
* Update src/diffusers/models/resnet.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* use torch.lerp
* use warp-diffusion org
* clip_sample=False,
* some refactoring
* use model_v3_stage_c
* c_cond size
* use clip-bigG
* allow stage b clip to be None
* add dummy
* würstchen scheduler
* minor changes
* set clip=None in the pipeline
* fix attention mask
* add attention_masks to text_encoder
* make fix-copies
* add back clip
* add text_encoder
* gen_text_encoder and tokenizer
* fix import
* updated pipeline test
* undo changes to pipeline test
* nip
* fix typo
* fix output name
* set guidance_scale=0 and remove diffuze
* fix doc strings
* make style
* nip
* removed unused
* initial docs
* rename
* toc
* cleanup
* remvoe test script
* fix-copies
* fix multi images
* remove dup
* remove unused modules
* undo changes for debugging
* no new line
* remove dup conversion script
* fix doc string
* cleanup
* pass default args
* dup permute
* fix some tests
* fix prepare_latents
* move Prior class to modules
* offload only the text encoder and vqgan
* fix resolution calculation for prior
* nip
* removed testing script
* fix shape
* fix argument to set_timesteps
* do not change .gitignore
* fix resolution calculations + readme
* resolution calculation fix + readme
* small fixes
* Add combined pipeline
* rename generator -> decoder
* Update .gitignore
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* removed efficient_net
* create combined WuerstchenPipeline
* make arguments consistent with VQ model
* fix var names
* no need to return text_encoder_hidden_states
* add latent_dim_scale to config
* split model into its own file
* add WuerschenPipeline to docs
* remove unused latent_size
* register latent_dim_scale
* update script
* update docstring
* use Attention preprocessor
* concat with normed input
* fix-copies
* add docs
* fix test
* fix style
* add to cpu_offloaded_model
* updated type
* remove 1-line func
* updated type
* initial decoder test
* formatting
* formatting
* fix autodoc link
* num_inference_steps is int
* remove comments
* fix example in docs
* Update src/diffusers/pipelines/wuerstchen/diffnext.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* rename layernorm to WuerstchenLayerNorm
* rename DiffNext to WuerstchenDiffNeXt
* added comment about MixingResidualBlock
* move paella vq-vae to pipelines' folder
* initial decoder test
* increased test_float16_inference expected diff
* self_attn is always true
* more passing decoder tests
* batch image_embeds
* fix failing tests
* set the correct dtype
* relax inference test
* update prior
* added combined pipeline test
* faster test
* faster test
* Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_combined.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* fix issues from review
* update wuerstchen.md + change generator name
* resolve issues
* fix copied from usage and add back batch_size
* fix API
* fix arguments
* fix combined test
* Added timesteps argument + fixes
* Update tests/pipelines/test_pipelines_common.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Update tests/pipelines/wuerstchen/test_wuerstchen_prior.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_combined.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_combined.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_combined.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
* Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_combined.py
* up
* Fix more
* failing tests
* up
* up
* correct naming
* correct docs
* correct docs
* fix test params
* correct docs
* fix classifier free guidance
* fix classifier free guidance
* fix more
* fix all
* make tests faster
---------
Co-authored-by: Dominic Rampas <d6582533@gmail.com >
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com >
Co-authored-by: Dominic Rampas <61938694+dome272@users.noreply.github.com >
2023-09-06 16:15:51 +02:00
