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AUTOMATIC1111 / stable-diffusion-webui

Stable Diffusion web UI
GNU Affero General Public License v3.0
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[Bug]: img2img As the number of img generation increases, the image becomes uglier. #11880

Closed HakkaBats closed 1 year ago

HakkaBats commented 1 year ago

Is there an existing issue for this?

What happened?

On img2img, As the number of img generation increases, the image becomes uglier. 00000-3313743131 00001-3111066093 00006-2130887727

Steps to reproduce the problem

  1. load the image
  2. enter Prompt and adjust Lora
  3. generate the image
  4. generate the image again
  5. the image gets worse and worse

What should have happened?

GW4A5UK3R)YRO(F FJ6U@LR I was still able to generate such perfect images last week.

Version or Commit where the problem happens

version: v1.4.1

What Python version are you running on ?

Python 3.10.x

What platforms do you use to access the UI ?

Windows

What device are you running WebUI on?

Nvidia GPUs (GTX 16 below)

Cross attention optimization

Automatic

What browsers do you use to access the UI ?

Google Chrome

Command Line Arguments

COMMANDLINE_ARGS=--xformers --theme dark --medvram

List of extensions

a1111-sd-webui-lycoris https://github.com/KohakuBlueleaf/a1111-sd-webui-lycoris main 8e97bf54 Sun Jul 9 07:44:58 2023 未知 a1111-sd-webui-tagcomplete https://github.com/DominikDoom/a1111-sd-webui-tagcomplete main 737b6973 Sat Jul 8 16:03:44 2023 未知 sd-webui-additional-networks https://github.com/kohya-ss/sd-webui-additional-networks.git main e9f3d622 Tue May 23 12:31:15 2023 未知 sd-webui-aspect-ratio-helper https://github.com/thomasasfk/sd-webui-aspect-ratio-helper.git main 99fcf9b0 Sun Jun 4 15:39:07 2023 未知 sd-webui-prompt-all-in-one https://github.com/Physton/sd-webui-prompt-all-in-one main a46e7f24 Sat Jul 15 00:56:50 2023 未知 stable-diffusion-webui-localization-zh_TW https://github.com/benlisquare/stable-diffusion-webui-localization-zh_TW main c213dce7 Mon Jul 17 16:08:38 2023 未知 stable-diffusion-webui-wd14-tagger https://github.com/toriato/stable-diffusion-webui-wd14-tagger master 99bf7d81 Mon Jul 17 17:44:24 2023 未知 ultimate-upscale-for-automatic1111 https://github.com/Coyote-A/ultimate-upscale-for-automatic1111 master c99f382b Tue Jun 13 04:29:35 2023 未知

Console logs

venv "F:\stable-diffusion-webui\venv\Scripts\Python.exe"
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.4.1
Commit hash: f865d3e11647dfd6c7b2cdf90dde24680e58acd8
Installing requirements

Launching Web UI with arguments: --xformers --theme dark --medvram
==============================================================================
You are running torch 1.13.1+cu117.
The program is tested to work with torch 2.0.0.
To reinstall the desired version, run with commandline flag --reinstall-torch.
Beware that this will cause a lot of large files to be downloaded, as well as
there are reports of issues with training tab on the latest version.

Use --skip-version-check commandline argument to disable this check.
==============================================================================
=================================================================================
You are running xformers 0.0.16rc425.
The program is tested to work with xformers 0.0.20.
To reinstall the desired version, run with commandline flag --reinstall-xformers.

Use --skip-version-check commandline argument to disable this check.
=================================================================================
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ █████████████████████████| 5/5 [00:00<00:00, 1662.56it/s]
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ █████████████████████████| 5/5 [00:00<00:00, 2493.64it/s]
sd-webui-prompt-all-in-one background API service started successfully.
Loading weights [fc2511737a] from F:\stable-diffusion-webui\models\Stable-diffusion\chilloutmix_NiPrunedFp32Fix.safetensors
Creating model from config: F:\stable-diffusion-webui\configs\v1-inference.yaml
LatentDiffusion: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
preload_extensions_git_metadata for 15 extensions took 3.48s
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 101.4s (import torch: 69.7s, import gradio: 8.2s, import ldm: 2.2s, other imports: 7.0s, setup codeformer: 0.5s, load scripts: 6.0s, reload hypernetworks: 0.1s, initialize extra networks: 0.2s, scripts before_ui_callback: 0.7s, create ui: 3.6s, gradio launch: 3.1s).
Python 3.10.6 (tags/v3.10.6:9c7b4bd, Aug  1 2022, 21:53:49) [MSC v.1932 64 bit (AMD64)]
Version: v1.4.1
Commit hash: f865d3e11647dfd6c7b2cdf90dde24680e58acd8
Installing requirements

Launching Web UI with arguments: --xformers --theme dark --medvram
==============================================================================
You are running torch 1.13.1+cu117.
The program is tested to work with torch 2.0.0.
To reinstall the desired version, run with commandline flag --reinstall-torch.
Beware that this will cause a lot of large files to be downloaded, as well as
there are reports of issues with training tab on the latest version.

Use --skip-version-check commandline argument to disable this check.
==============================================================================
=================================================================================
You are running xformers 0.0.16rc425.
The program is tested to work with xformers 0.0.20.
To reinstall the desired version, run with commandline flag --reinstall-xformers.

Use --skip-version-check commandline argument to disable this check.
=================================================================================
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ █████████████████████████| 5/5 [00:00<00:00, 1994.82it/s]
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ ██████████████████████████| 5/5 [00:00<00:00, 185.15it/s]
sd-webui-prompt-all-in-one background API service started successfully.
Loading weights [fc2511737a] from F:\stable-diffusion-webui\models\Stable-diffusion\chilloutmix_NiPrunedFp32Fix.safetensors
Creating model from config: F:\stable-diffusion-webui\configs\v1-inference.yaml
LatentDiffusion: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
preload_extensions_git_metadata for 15 extensions took 2.42s
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 11.4s (import torch: 2.7s, import gradio: 1.4s, import ldm: 0.5s, other imports: 1.2s, load scripts: 2.0s, create ui: 0.7s, gradio launch: 2.6s).
Loading VAE weights specified in settings: F:\stable-diffusion-webui\models\VAE\vae-ft-mse-840000-ema-pruned.safetensors
Applying attention optimization: xformers... done.
Textual inversion embeddings loaded(1): NegfeetV2
Model loaded in 235.1s (load weights from disk: 1.0s, create model: 0.8s, apply weights to model: 212.1s, apply half(): 1.1s, load VAE: 19.8s, calculate empty prompt: 0.2s).
LoRA weight_unet: 0.3, weight_tenc: 0.3, model: yuiAsianSexyGirl_yuiV3(10e0564b2cfc)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.3, multiplier_tenc: 0.3
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
original forward/weights is backed up.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model yuiAsianSexyGirl_yuiV3(10e0564b2cfc) loaded: <All keys matched successfully>
LoRA weight_unet: 0.25, weight_tenc: 0.25, model: breastinclassBetter_v141(d62716438a56)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.25, multiplier_tenc: 0.25
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model breastinclassBetter_v141(d62716438a56) loaded: <All keys matched successfully>
LoRA weight_unet: 0.6, weight_tenc: 0.6, model: AsianPussy1 v2(116b4e5a3189)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.6, multiplier_tenc: 0.6
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model AsianPussy1 v2(116b4e5a3189) loaded: <All keys matched successfully>
LoRA weight_unet: 0.7, weight_tenc: 0.7, model: SexyStockings-v1(3c2d1298c1c2)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.7, multiplier_tenc: 0.7
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model SexyStockings-v1(3c2d1298c1c2) loaded: <All keys matched successfully>
LoRA weight_unet: 0.4, weight_tenc: 0.4, model: add_detail(7c6bad76eb54)
dimension: {32}, alpha: {32.0}, multiplier_unet: 0.4, multiplier_tenc: 0.4
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model add_detail(7c6bad76eb54) loaded: <All keys matched successfully>
setting (or sd model) changed. new networks created.
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [01:40<00:00,  7.72s/it]
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:50<00:00,  3.89s/it]
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.94s/it]
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.94s/it]
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.96s/it]
Canva size: 1024x1536
Image size: 512x768
Scale factor: 2
Upscaling iteration 1 with scale factor 2
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Tile size: 768x768
Tiles amount: 4
Grid: 2x2
Redraw enabled: True
Seams fix mode: NONE
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100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ ███████████████████████████| 9/9 [01:07<00:00,  7.46s/it]
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100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ ███████████████████████████| 9/9 [01:08<00:00,  7.59s/it]
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100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ ███████████████████████████| 9/9 [01:06<00:00,  7.39s/it]

Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 36/36 [04:46<00:00,  7.96s/it]
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 92%|█████████████████████████████████████████████████████████ ██████████████████▋      | 12/13 [00:48<00:04,  4.01s/it]
100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ █████████████████████████| 13/13 [00:50<00:00,  3.91s/it]

Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.97s/it]
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 92%|█████████████████████████████████████████████████████████ ██████████████████▋      | 12/13 [00:48<00:03,  3.96s/it]
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Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.94s/it]
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 92%|█████████████████████████████████████████████████████████ ██████████████████▋      | 12/13 [00:48<00:03,  3.97s/it]
100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ █████████████████████████| 13/13 [00:50<00:00,  3.87s/it]

Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [00:51<00:00,  3.93s/it]
Restarting UI...
Closing server running on port: 7860
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ ██████████████████████████| 5/5 [00:00<00:00, 171.26it/s]
sd-webui-prompt-all-in-one background API service started successfully.
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 5.2s (list SD models: 0.1s, load scripts: 1.3s, reload script modules: 0.2s, create ui: 1.0s, gradio launch: 2.1s, app_started_callback: 0.5s).
preload_extensions_git_metadata for 15 extensions took 3.24s
LoRA weight_unet: 0.3, weight_tenc: 0.3, model: yuiAsianSexyGirl_yuiV3(10e0564b2cfc)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.3, multiplier_tenc: 0.3
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model yuiAsianSexyGirl_yuiV3(10e0564b2cfc) loaded: <All keys matched successfully>
LoRA weight_unet: 0.25, weight_tenc: 0.25, model: breastinclassBetter_v141(d62716438a56)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.25, multiplier_tenc: 0.25
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model breastinclassBetter_v141(d62716438a56) loaded: <All keys matched successfully>
LoRA weight_unet: 0.6, weight_tenc: 0.6, model: AsianPussy1 v2(116b4e5a3189)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.6, multiplier_tenc: 0.6
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model AsianPussy1 v2(116b4e5a3189) loaded: <All keys matched successfully>
LoRA weight_unet: 0.7, weight_tenc: 0.7, model: SexyStockings-v1(3c2d1298c1c2)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.7, multiplier_tenc: 0.7
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model SexyStockings-v1(3c2d1298c1c2) loaded: <All keys matched successfully>
LoRA weight_unet: 0.4, weight_tenc: 0.4, model: add_detail(7c6bad76eb54)
dimension: {32}, alpha: {32.0}, multiplier_unet: 0.4, multiplier_tenc: 0.4
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model add_detail(7c6bad76eb54) loaded: <All keys matched successfully>
setting (or sd model) changed. new networks created.
  8%|██████▍                                                                            | 1/13 [00:06<01:14,  6.21s/it]progress:   0%|                                                                           | 0/13 [00:00<?, ?it/s]
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 92%|█████████████████████████████████████████████████████████ ██████████████████▋      | 12/13 [01:07<00:05,  5.59s/it]
100%|█████████████████████████████████████████████████████████ 100%|█████████████████████████████████████████████████████████ █████████████████████████| 13/13 [01:10<00:00,  5.39s/it]

Total progress: 100%|█████████████████████████████████████████████████ █████████████████| 13/13 [01:10<00:00,  5.39s/it]
Restarting UI...
Closing server running on port: 7860
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ █████████████████████████| 5/5 [00:00<00:00, 2493.64it/s]
sd-webui-prompt-all-in-one background API service started successfully.
preload_extensions_git_metadata for 15 extensions took 1.89s
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 3.3s (load scripts: 0.5s, create ui: 0.6s, gradio launch: 2.1s).
[AddNet] Updating model hashes...
100%|█████████████████████████████████████████████████████████ ███████████████████████████████████| 5/5 [00:00<?, ?it/s]
LoRA weight_unet: 0.3, weight_tenc: 0.3, model: yuiAsianSexyGirl_yuiV3(10e0564b2cfc)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.3, multiplier_tenc: 0.3
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model yuiAsianSexyGirl_yuiV3(10e0564b2cfc) loaded: <All keys matched successfully>
LoRA weight_unet: 0.25, weight_tenc: 0.25, model: breastinclassBetter_v141(d62716438a56)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.25, multiplier_tenc: 0.25
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model breastinclassBetter_v141(d62716438a56) loaded: <All keys matched successfully>
LoRA weight_unet: 0.7, weight_tenc: 0.7, model: SexyStockings-v1(3c2d1298c1c2)
dimension: {128}, alpha: {128.0}, multiplier_unet: 0.7, multiplier_tenc: 0.7
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model SexyStockings-v1(3c2d1298c1c2) loaded: <All keys matched successfully>
LoRA weight_unet: 0.4, weight_tenc: 0.4, model: add_detail(7c6bad76eb54)
dimension: {32}, alpha: {32.0}, multiplier_unet: 0.4, multiplier_tenc: 0.4
create LoRA for Text Encoder: 72 modules.
create LoRA for U-Net: 192 modules.
enable LoRA for text encoder
enable LoRA for U-Net
shapes for 0 weights are converted.
LoRA model add_detail(7c6bad76eb54) loaded: <All keys matched successfully>
setting (or sd model) changed. new networks created.

Additional information

No response

w-e-w commented 1 year ago

disabled all extensions then try again see if the issue still exist

HakkaBats commented 1 year ago

00010-3271616949

@w-e-w Doing what you said, it still generates images with strange colors for me.

dhwz commented 1 year ago

@HakkaBats Just by the way can you please do what the startup log says your torch and xformers are outdated.

Launch with --reinstall-torch --reinstall-xformers one time.

HakkaBats commented 1 year ago

@dhwz I haven't tried it, but this information has been around for a long time, It does not cause this error.

dhwz commented 1 year ago

I know but you should still update as it improves speed drastically

HakkaBats commented 1 year ago

@dhwz But I only have 6G of memory, wouldn't that be a problem?

dhwz commented 1 year ago

@dhwz But I only have 6G of memory, wouldn't that be a problem?

no, that should be fine if you use xformers

Related to your initial problem does that also happen without your Lora loaded?

HakkaBats commented 1 year ago

@dhwz I'm not sure, but it seems that without Lora loaded, this problem seems less obvious.

HakkaBats commented 1 year ago

image @dhwz Just like that, here's the problem I'm currently having. I found the NSFW image to be more reflective of the issues I was having, so I generation this one specifically.

image And this is the normal image before I encountered this kind of problem.

HakkaBats commented 1 year ago

Now that I unchecked【Apply color correction to img2img results to matchoriginal colors】, the problem no longer occurs.