Repository: stable-diffusion-webui
Issue: SDXL. Google Colab/Kaggle terminates the session due to running out of RAM
Labels: asking-for-help-with-local-system-issues,sdxl

### Is there an existing issue for this?

- [X] I have searched the existing issues and checked the recent builds/commits

### What happened?

After running of gradio interface Google Colab/Kaggle terminates the session due to running out of RAM or vRAM if use '--lowram'

### Steps to reproduce the problem

1. Install requirements and repository
2. Download model 
3. Run SD with any parameters 


### What should have happened?

It just should work 

### Version or Commit where the problem happens

f865d3e

### What Python version are you running on ?

Python 3.10.x

### What platforms do you use to access the UI ?

Other/Cloud

### What device are you running WebUI on?

Other GPUs

### Cross attention optimization

Automatic

### What browsers do you use to access the UI ?

Google Chrome

### Command Line Arguments

```Shell
python launch.py --share --api --disable-safe-unpickle --enable-insecure-extension-access --opt-sdp-attention --disable-console-progressbars --no-download-sd-model --lowvram --no-half-vae --lowram --no-hashing
```


### List of extensions

-

### Console logs

```Shell
Python 3.10.12 (main, Jun  7 2023, 12:45:35) [GCC 9.4.0]
Version: v1.4.1-201-g14cf434b
Commit hash: 14cf434bc36d0ef31f31d4c6cd2bd15d7857d5c8
Installing clip
Cloning Stable Diffusion into /content/stable-diffusion-webui/repositories/stable-diffusion-stability-ai...
Cloning into '/content/stable-diffusion-webui/repositories/stable-diffusion-stability-ai'...
remote: Enumerating objects: 574, done.
remote: Counting objects: 100% (311/311), done.
remote: Compressing objects: 100% (92/92), done.
remote: Total 574 (delta 244), reused 219 (delta 219), pack-reused 263
Receiving objects: 100% (574/574), 73.43 MiB | 21.47 MiB/s, done.
Resolving deltas: 100% (276/276), done.
Cloning Stable Diffusion XL into /content/stable-diffusion-webui/repositories/generative-models...
Cloning into '/content/stable-diffusion-webui/repositories/generative-models'...
remote: Enumerating objects: 169, done.
remote: Counting objects: 100% (65/65), done.
remote: Compressing objects: 100% (40/40), done.
remote: Total 169 (delta 40), reused 25 (delta 25), pack-reused 104
Receiving objects: 100% (169/169), 18.21 MiB | 5.57 MiB/s, done.
Resolving deltas: 100% (66/66), done.
Cloning K-diffusion into /content/stable-diffusion-webui/repositories/k-diffusion...
Cloning into '/content/stable-diffusion-webui/repositories/k-diffusion'...
remote: Enumerating objects: 731, done.
remote: Counting objects: 100% (7/7), done.
remote: Compressing objects: 100% (6/6), done.
remote: Total 731 (delta 1), reused 3 (delta 1), pack-reused 724
Receiving objects: 100% (731/731), 143.11 KiB | 6.81 MiB/s, done.
Resolving deltas: 100% (478/478), done.
Cloning CodeFormer into /content/stable-diffusion-webui/repositories/CodeFormer...
Cloning into '/content/stable-diffusion-webui/repositories/CodeFormer'...
remote: Enumerating objects: 583, done.
remote: Counting objects: 100% (234/234), done.
remote: Compressing objects: 100% (89/89), done.
remote: Total 583 (delta 170), reused 161 (delta 145), pack-reused 349
Receiving objects: 100% (583/583), 17.30 MiB | 16.75 MiB/s, done.
Resolving deltas: 100% (281/281), done.
Cloning BLIP into /content/stable-diffusion-webui/repositories/BLIP...
Cloning into '/content/stable-diffusion-webui/repositories/BLIP'...
remote: Enumerating objects: 277, done.
remote: Counting objects: 100% (277/277), done.
remote: Compressing objects: 100% (123/123), done.
remote: Total 277 (delta 153), reused 247 (delta 151), pack-reused 0
Receiving objects: 100% (277/277), 7.03 MiB | 17.70 MiB/s, done.
Resolving deltas: 100% (153/153), done.
Installing requirements for CodeFormer
Installing requirements
Launching Web UI with arguments: --share --api --disable-safe-unpickle --enable-insecure-extension-access --opt-sdp-attention --disable-console-progressbars --no-download-sd-model --lowvram --no-half-vae --lowram --no-hashing
2023-07-17 15:32:18.705010: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.
To enable the following instructions: AVX2 AVX512F FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.
2023-07-17 15:32:20.107813: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT
no module 'xformers'. Processing without...
no module 'xformers'. Processing without...
No module 'xformers'. Proceeding without it.
Loading weights [None] from /content/stable-diffusion-webui/models/Stable-diffusion/sd_xl_base_0.9.safetensors
preload_extensions_git_metadata for 7 extensions took 0.00s
Running on local URL:  http://127.0.0.1:7860
Running on public URL: https://f4af1c3b65ac98ecb5.gradio.live

This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces
Startup time: 12.6s (import gradio: 0.6s, other imports: 1.7s, setup codeformer: 0.2s, load scripts: 1.6s, create ui: 1.6s, gradio launch: 6.7s, add APIs: 0.2s).
Creating model from config: /content/stable-diffusion-webui/repositories/generative-models/configs/inference/sd_xl_base.yaml
Downloading (…)olve/main/vocab.json: 100% 961k/961k [00:00<00:00, 2.96MB/s]
Downloading (…)olve/main/merges.txt: 100% 525k/525k [00:00<00:00, 57.9MB/s]
Downloading (…)cial_tokens_map.json: 100% 389/389 [00:00<00:00, 1.06MB/s]
Downloading (…)okenizer_config.json: 100% 905/905 [00:00<00:00, 3.25MB/s]
Downloading (…)lve/main/config.json: 100% 4.52k/4.52k [00:00<00:00, 18.9MB/s]
```


### Additional information

I've tested different combinations of launch parameters. I did't have enough RAM even with 'lowram' parameters and GPU T4x2 (32gb).  I also used different version of model official and sd_xl_refiner_0.9.safetensors.
I tried this solution [link](https://github.com/AUTOMATIC1111/stable-diffusion-webui/issues/6850#issuecomment-1433950056), but still the same. You can check my colab file using this link:

https://drive.google.com/file/d/1MXvoXpsjIUpVSKyrnUftCprvqdEFUF8l/view?usp=sharing