$ winget install microsoft.openssh.beta

$ ls c:/programdata/ssh/

Match Group administrators
       AuthorizedKeysFile __PROGRAMDATA__/ssh/administrators_authorized_keys

PasswordAuthentication no
PermitEmptyPasswords yes
AuthorizedKeysFile      .ssh/authorized_keys
#Match Group administrators
#       AuthorizedKeysFile __PROGRAMDATA__/ssh/administrators_authorized_keys

$ New-ItemProperty -Path "HKLM:\SOFTWARE\OpenSSH" -Name DefaultShell -Value "C:\Program Files\PowerShell\7\pwsh.exe" -PropertyType String -Force

$ get-command fstp

$ Set-Item Env:Path "c:C:\Program Files\OpenSSH;$ENV:Path"

$ winget install uvncbvba.UltraVnc

"C:\Program Files\Oracle\VirtualBox\VBoxManage.exe" startvm arch --type headless

$ ssh windows

$ winget -v
# 7.2.6
$ winget upgrade microsoft.powershell
# 7.3.0
$ winget install microsoft.powershell.preview

$ pwsh-preview

# winのpathは面倒なので適当に補完。下記でも行けると思いますが、念の為tabで変換するといいかも
$ vim c:/programdata/ssh/sshd_config
PasswordAuthentication no
ForceCommand pwsh-preview

# default-shellにする手順(forcecommandより早くなるけど注意が必要)
$ get-command pwsh-preview
$ New-ItemProperty -Path "HKLM:\SOFTWARE\OpenSSH" -Name DefaultShell -Value "C:\Program Files\PowerShell\7-preview\preview\pwsh-preview.cmd" -PropertyType String -Force

$ net stop sshd
$ net start sshd

$ exit
$ ssh windows
powershell 7.3.0-preview

$ winget upgrade --all

$ git clone https://huggingface.co/CompVis/stable-diffusion-v-1-4-original
$ mv stable-diffusion-v-1-4-original stable-diffusion/models/ldm/stable-diffusion-v1
$ mv sd-v1-4.ckpt model.ckpt 

# 現在、scoop:extrasからanaconda3がなくなっています
# scoop bucket add extras
# scoop install anaconda3 

$ scoop install python rust
$ python -V
$ pip -V

$ pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121

$ conda init powershell
$ git clone https://github.com/basujindal/stable-diffusion
$ mkdir -p ~/stable-diffusion/models/ldm/stable-diffusion-v1
$ mv sd-v1-4.ckpt ~/stable-diffusion/models/ldm/stable-diffusion-v1/model.ckpt
$ cd stable-diffusion
$ conda env create -f environment.yaml
$ conda activate ldm
# pytorchはcuda:12.1に対応しています
$ conda install pytorch torchvision torchaudio -c pytorch -c conda-forge
$ conda install jupyter pandas matplotlib -c conda-forge
$ pip install diffusers transformers scipy ftfy
$ pip install 

$ python -m pip install pytorch-lightning
$ pip install einops

$ conda activate ldm
$ cd ~/stable-diffusion

# query(txt)から生成
$ python optimizedSD/optimized_txt2img.py --prompt "japanese anime of a beaultiful girl, fantasy costume, fantasy background, be autiful composition, cinematic lighting, pixiv, light novel, digital painting, extremely, detailed, sharp focus, ray tracing, 8k, cinematic postprocessing" --H 512 --W 512 --seed 27 --n_iter 2 --n_samples 10 --ddim_steps 50

# imgから生成
# convert -resize 700x510 o.png input.png
$ python optimizedSD/optimized_img2img.py --prompt "japanese anime of a beaultiful girl, pixiv, light novel, digital painting, 8k" --init-img C:\Users\syui\input.png --strength 0.2 --n_iter 2 --n_samples 2 --H 300 --W 230

# web-uiからパラメータを調整
$ python optimizedSD/inpaint_gradio.py --init-img C:\Users\syui\input.png
# open localhost:7860

$ ls outputs/*

# pytorch:nightly, cuda:12.1
$ pip install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu121

$ conda init powershell

$ conda diactive
---
$ conda activate ldm
$ pip install diffusers
$ pip install git+https://github.com/huggingface/transformers$ 

# https://huggingface.co/docs/diffusers/api/pipelines/stable_diffusion/text2img
from diffusers import StableDiffusionPipeline
import torch
import sys

pipe = StableDiffusionPipeline.from_single_file("model.safetensors", torch_dtype=torch.float16).to("cuda")

# Potential NSFW content was detected in one or more images. A black image will be returned instead. Try again with a different prompt and/or seed.
#pipe.safety_checker = None
#pipe.requires_safety_checker = False
# nsfw_content_detected

n = len(sys.argv)
if n == 2:
    prompt = sys.argv[1]
else:
    prompt = "masterpiece, best quality, 1girl, solo, flower, long hair, outdoors, letterboxed, school uniform, day, sky, looking up, short sleeves, parted lips, shirt, cloud, black hair, sunlight, white shirt, serafuku, upper body, from side, pink flower, blurry, brown hair, blue sky, depth of field"

print(prompt)
image = pipe(prompt=prompt, height=512, width=768).images[0]
image.save("test.png")

$ python safe.py
$ ls test.png

$ python safe.py "masterpiece, best quality, very_high_resolution, large_filesize, full color, beautiful kawaii, gold hair, little girl"
$ ls test.png