Upload v_stable_diffusion.py

v_stable_diffusion.py

@@ -0,0 +1,601 @@
+# -*- coding: utf-8 -*-
+"""V-Stable-diffusion (7).ipynb
+
+Automatically generated by Colaboratory.
+
+Original file is located at
+    https://colab.research.google.com/drive/15g1UiV6zBR7pa83BVSCXm5UQdc3-uO-h
+
+<CENTER><font color="#FFD700">V Stable Diffusion</font> <center/>
+
+<img src="https://user-images.githubusercontent.com/73097560/115834477-dbab4500-a447-11eb-908a-139a6edaec5c.gif" width="800" height="18">
+<center>    
+*Bagi yang mau support saya bisa menuju Saweria, KO-FI dan Trakteer dibawah ini*
+<center>
+*For those who want to support me, you can go to Saweria, KO-FI and Trakteer below*
+<center/>
+<center><a href="https://saweria.co/VorstCavry"><img alt="Saweria" src="https://img.shields.io/badge/Saweria-7B3F00?style=for-the-badge&logo=ko-fi&logoColor=white"/></a> <a href="https://ko-fi.com/vorstcavry"><img alt="KO-FI" src="https://img.shields.io/badge/Ko--fi-F16061?style=for-the-badge&logo=ko-fi&logoColor=white "/></a> <a href="https://trakteer.id/vorstcavry/tip"><img alt="YOUTUBE" src="https://img.shields.io/badge/trakteer-F16061?style=for-the-badge&logo=buy-me-a-coffee&logoColor=white"/></a><a> <a href="https://www.youtube.com/@remajapekalongan"><img alt="YOUTUBE" src="https://img.shields.io/badge/YouTube-%23FF0000?style=for-the-badge&logo=YouTube&logoColor=white"/></a>
+<a href="https://www.paypal.com/paypalme/vorstcavry?country.x=ID&locale.x=id_ID"><img alt="PAYPAL" src="https://img.shields.io/badge/PayPal-00457C?style=for-the-badge&logo=paypal&logoColor=white"/></a>
+<a href="https://www.instagram.com/vorst_cavry/"><img alt="INSTAGRAM" src="https://img.shields.io/badge/Instagram-E4405F?style=for-the-badge&logo=instagram&logoColor=white"/></a> <a href="https://visitorbadge.io/status?path=https%3A%2F%2Fgithub.com%2Fvorstcavry"><img src="https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fgithub.com%2Fvorstcavry&label=VISITORS&countColor=%23263759&labelStyle=none" /></a><center/>
+
+### Conda
+"""
+
+import os
+import time
+import json
+import base64
+import shutil
+import subprocess
+import threading
+import sys
+import random
+import string
+from IPython.display import display, HTML
+from IPython.display import clear_output
+from IPython.utils import capture
+from pydantic import BaseModel
+
+def run_command(command, message):
+    print(f"{message}")
+    subprocess.run(command, shell=True, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
+    print(f"done")
+print("\033[92mMenginstall gradio_client\033[0m")
+run_command('pip install -q gradio_client==0.2.7', 'install gradio_client...')
+clear_output(wait=True)
+print("\033[92mMenginstall colablib\033[0m")
+run_command('pip install -q git+https://github.com/Linaqruf/colablib', 'install colablib...')
+clear_output(wait=True)
+print("\033[92mMenginstall Upgrade urllib\033[0m")
+run_command('pip install -q --upgrade urllib3 chardet charset_normalizer requests', 'install upgrade urllib3 chardet charset_normalizer requests...')
+clear_output(wait=True)
+print("\033[92mMenginstall gradio\033[0m")
+run_command('pip install -U gradio', 'install gradio...')
+clear_output(wait=True)
+
+from colablib.utils.py_utils import get_filename
+from typing import List, Optional
+from colablib.colored_print import cprint, print_line
+from colablib.utils import py_utils, config_utils, package_utils
+from colablib.utils.config_utils import pastebin_reader as read
+from colablib.utils.ubuntu_utils import ubuntu_deps
+from colablib.sd_models.downloader import aria2_download, download, get_modelname
+from colablib.utils.ubuntu_utils import unionfuse
+from colablib.utils.config_utils import read_config
+from colablib.utils.git_utils import clone_repo
+from colablib.utils.git_utils import update_repo, batch_update, validate_repo, reset_repo, patch_repo
+from colablib.colored_print import cprint as cp
+from urllib.parse import urlparse
+
+
+def run_command(command, message):
+    print(f"{message}")
+    subprocess.run(command, shell=True, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
+    print(f"done")
+cp("Menginstall Conda", color='flat_green')
+run_command('conda install -q -y conda', 'installing Conda...')
+clear_output(wait=True)
+cp("Menginstall Python", color='flat_green')
+run_command('conda install -q -y python=3.10.12', 'installing Python 3.10.12...')
+clear_output(wait=True)
+cp("Menginstall Python glib", color='flat_green')
+run_command('conda install -q -y -c conda-forge glib', 'installing glib...')
+clear_output(wait=True)
+cp("Menginstall aria2", color='flat_green')
+run_command('conda install -q -y -c conda-forge aria2', 'installing aria2...')
+clear_output(wait=True)
+cp("MengUpdate Conda", color='flat_green')
+run_command('conda update -q -y -n base -c defaults conda', 'updating Conda...')
+clear_output(wait=True)
+cp("Menginstall opencv-python;", color='flat_green')
+run_command('pip install -q opencv-python', 'installing opencv-python...')
+clear_output(wait=True)
+cp("Menginstall httpx", color='flat_green')
+run_command('pip install -q httpx==0.24.1', 'installing httpx...')
+clear_output(wait=True)
+cp("Menginstall torch", color='flat_green')
+run_command('pip install -q torch==2.0.1+cu118 torchvision==0.15.2+cu118 torchaudio==2.0.2+cu118 torchtext==0.15.2 torchdata==0.6.1 --extra-index-url https://download.pytorch.org/whl/cu118 -U', 'installing torch...')
+clear_output(wait=True)
+cp("Menginstall xformers", color='flat_green')
+run_command('pip install -q xformers==0.0.20 triton==2.0.0 -U', 'installing xformers...')
+clear_output(wait=True)
+cp("Menginstall GroundingDINO", color='flat_green')
+run_command('pip install -q https://github.com/Bing-su/GroundingDINO/releases/download/0.1.0-2.0.1/groundingdino-0.1.0+torch2.0.1.cu118-cp310-cp310-linux_x86_64.whl -U', 'installing GroundingDINO..')
+clear_output(wait=True)
+cp("Selesai Menginstall", color='flat_green')
+clear_output(wait=True)
+cp("Selesai Menginstall, Lanjutkan Ke Proses Selanjutnya", color='flat_green')
+
+"""### CONTOH TAMPILAN UI/UX STABLE DIFFUSION"""
+
+#@title <font size="5"><font color="#FFFF5F">**Preview Tema :**</font>
+#@markdown  untuk melihat preview semua tema yang bisa dipakai klik tombol [ < ] atau [ > ]
+
+#https://www.w3schools.com/w3css/w3css_slideshow.asp
+import IPython
+IPython.display.HTML(
+
+'''
+
+<html>
+<title>W3.CSS</title>
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<link rel="stylesheet" href="https://www.w3schools.com/w3css/4/w3.css">
+<style>
+.mySlides {display:none;}
+</style>
+<body>
+
+<div class="w3-content w3-display-container">
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/wCW7tXK/AUTOMATIC1111.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/MNXrf1F/CATPPUCIN.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/KX77dNp/DEVDARK.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/cwG2yGS/DOKI-Jupiter.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/fqTX9Bp/LINAQRUF.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/NrTPNbr/Nocypt-Miku.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/7ggWwwS/KITCHEN.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/2j2DQxD/LOBEHUB.png" style="width:100%">
+</div>
+
+<div class="w3-display-container mySlides">
+  <img src="https://i.ibb.co/TMxwBR2/ANAPNOE.png" style="width:100%">
+</div>
+
+
+<button class="w3-button w3-display-left w3-black" onclick="plusDivs(-1)">&#10094;</button>
+<button class="w3-button w3-display-right w3-black" onclick="plusDivs(1)">&#10095;</button>
+
+</div>
+
+<script>
+var slideIndex = 1;
+showDivs(slideIndex);
+
+function plusDivs(n) {
+  showDivs(slideIndex += n);
+}
+
+function showDivs(n) {
+  var i;
+  var x = document.getElementsByClassName("mySlides");
+  if (n > x.length) {slideIndex = 1}
+  if (n < 1) {slideIndex = x.length}
+  for (i = 0; i < x.length; i++) {
+     x[i].style.display = "none";
+  }
+  x[slideIndex-1].style.display = "block";
+}
+</script>
+
+</body>
+</html>
+
+''')
+
+"""### Clone SD"""
+
+# Commented out IPython magic to ensure Python compatibility.
+from IPython.display import clear_output
+
+#@markdown <font size="3"><font color="#00F090">**Pilih Tema:**</font>
+#@markdown > Tema `Anapnoe`, `Lobehub` dan `Kitchen` cocok untuk pengguna Mobile.
+tema = "automatic1111" #@param ["automatic1111","catppuccin", "doki-jupiter", "linaqruf", "nocrypt-miku", "devdark", "anapnoe", "lobehub", "kitchen"]
+
+def git_clone(url, folder_path):
+    os.makedirs(folder_path, exist_ok=True)
+    subprocess.run(['git', 'clone', url, folder_path])
+
+def git_checkout(commit_hash, folder_path):
+    os.chdir(folder_path)
+    subprocess.run(['git', 'checkout', commit_hash])
+
+def delete_directory(path):
+    try:
+        os.system(f"rm -rf {path}")
+    except Exception as e:
+        print(f"nothing: {str(e)}")
+
+
+if (tema == "automatic1111") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Automatic1111", color='flat_green')
+elif (tema == "catppuccin") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+  repo_url = 'https://tinyurl.com/CATPPUCCIN-Repo'
+  destination_folder = '/home/studio-lab-user/vorst-cavry/extensions/catppuccin-theme'
+  git_clone(repo_url, destination_folder)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Catppuccin", color='flat_green')
+elif (tema == "doki-jupiter") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+  repo_url = 'https://github.com/vorstcavry/doki-theme'
+  destination_folder = '/home/studio-lab-user/vorst-cavry/extensions/doki-theme'
+  git_clone(repo_url, destination_folder)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Doki", color='flat_green')
+elif (tema == "linaqruf") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+  url = 'https://huggingface.co/vorstcavry/test/resolve/main/ui-config.json'
+  output_directory = os.path.join(repo_dir)
+  download_with_aria2(url, output_directory)
+  url = 'https://huggingface.co/vorstcavry/test/resolve/main/config.json'
+  output_directory = os.path.join(repo_dir)
+  download_with_aria2(url, output_directory)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Linaqruf", color='flat_green')
+elif (tema == "nocrypt-miku") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+#   %cd ~/vorst-cavry
+  !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vorstcavry/ui/resolve/main/ui.zip?download=true -o ui.zip
+  !unzip -o ui.zip
+  !rm ui.zip
+  clear_output(wait=True)
+  cp("Menggunakan Tema Nocrypt Miku", color='flat_green')
+elif (tema == "devdark") :
+  url = 'https://tinyurl.com/Vorst-Cavry-Auto1111'
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  git_clone(url, folder_path)
+  clear_output(wait=True)
+  repo_url = 'https://tinyurl.com/Devdark-Theme'
+  destination_folder = '/home/studio-lab-user/vorst-cavry/extensions/devdark-theme'
+  git_clone(repo_url, destination_folder)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Devdark", color='flat_green')
+elif (tema == "anapnoe") :
+  repo_url = 'https://tinyurl.com/Anapnoe-ux-Repo'
+  destination_folder = '/home/studio-lab-user/vorst-cavry'
+  git_clone(repo_url, destination_folder)
+  clear_output(wait=True)
+  cp("Menggunakan Tema Anepnoe", color='flat_green')
+
+cp("Mempersiapkan Timmer", color='flat_green')
+repo_url = 'https://github.com/vorstcavry/ncpt_colab_timer'
+destination_folder = '/home/studio-lab-user/vorst-cavry/extensions/ncpt_colab_timer'
+git_clone(repo_url, destination_folder)
+repo_url = 'https://github.com/vorstcavry/ncpt_colab_timer'
+destination_folder = '/home/studio-lab-user/vorst-cavry/static'
+git_clone(repo_url, destination_folder)
+
+
+
+import time
+try:
+  start_sagemaker
+except:
+  start_sagemaker = int(time.time())-5
+!echo -n {start_sagemaker} > /home/studio-lab-user/vorst-cavry/static/colabTimer.txt
+
+cp("Mempersiapkan Folder tambahan", color='flat_green')
+!ln -vs /tmp ~/tmp
+!ln -vs /tmp/outputs /home/studio-lab-user/vorst-cavry/outputs
+!ln -vs /tmp/models /home/studio-lab-user/vorst-cavry/models/Stable-diffusion/tmp_models
+!mkdir ~/vorst-cavry/models/Lora
+!ln -vs /tmp/Lora /home/studio-lab-user/vorst-cavry/models/Lora/tmp_Lora
+!rm -r /home/studio-lab-user/.cache
+cp("Selesai Mempersiapkan folder tambahan", color='flat_green')
+
+"""### *Extensions*"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# extensions
+# %cd ~/vorst-cavry/extensions
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/etherealxx/batchlinks-webui
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/vorstcavry/images-browser
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/DominikDoom/a1111-sd-webui-tagcomplete
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/Iyashinouta/sd-model-downloader
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/NoCrypt/sd_hf_out
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://tinyurl.com/additional-networks-s
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/NoCrypt/inpaint-nav
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://github.com/BlafKing/sd-civitai-browser-plus
+cp("Mempersiapkan Extension", color='flat_green')
+clear_output(wait=True)
+cp("Mempersiapkan Extension", color='flat_green')
+!git clone --depth 1 https://tinyurl.com/aspect-ratio-v
+clear_output(wait=True)
+#!git clone
+#!git clone
+#!git clone
+#!git clone
+#!git clone
+#!git clone
+#!git clone
+cp("Selesai Mempersiapkan Extension", color='flat_green')
+
+"""#### *ControlNET* (optional)"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# persistent
+# %cd ~/vorst-cavry/extensions
+cp("Mempersiapkan ControlNET", color='flat_green')
+!git clone -b v1.1.416 https://tinyurl.com/controlnet-s
+clear_output(wait=True)
+!rm -rd ~/vorst-cavry/extensions/sd-webui-controlnet/models
+cp("Mempersiapkan CntrolNET", color='flat_green')
+!git clone --depth 1 https://github.com/fkunn1326/openpose-editor
+clear_output(wait=True)
+#git clone --depth 1 https://github.com/nonnonstop/sd-webui-3d-open-pose-editor
+!git clone --depth 1 https://github.com/hnmr293/posex
+!git clone --depth 1 https://github.com/IDEA-Research/DWPose
+
+!ln -vs /tmp/controlnet_models /home/studio-lab-user/vorst-cavry/extensions/sd-webui-controlnet/models
+clear_output(wait=True)
+cp("Selesai Mempersiapkan ControlNET", color='flat_green')
+
+# Commented out IPython magic to ensure Python compatibility.
+# tmp
+!mkdir -p /tmp/controlnet_models
+clear_output(wait=True)
+# %cd ~/vorst-cavry/extensions/sd-webui-controlnet/models
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors             -o control_v11e_sd15_ip2p_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors          -o control_v11e_sd15_shuffle_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors            -o control_v11p_sd15_canny_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors          -o control_v11f1p_sd15_depth_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors          -o control_v11p_sd15_inpaint_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors          -o control_v11p_sd15_lineart_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors             -o control_v11p_sd15_mlsd_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors        -o control_v11p_sd15_normalbae_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors         -o control_v11p_sd15_openpose_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors         -o control_v11p_sd15_scribble_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors              -o control_v11p_sd15_seg_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors         -o control_v11p_sd15_softedge_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors  -o control_v11p_sd15s2_lineart_anime_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors           -o control_v11f1e_sd15_tile_fp16.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_ip2p_fp16.yaml                        -o control_v11e_sd15_ip2p_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11e_sd15_shuffle_fp16.yaml                     -o control_v11e_sd15_shuffle_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_canny_fp16.yaml                       -o control_v11p_sd15_canny_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1p_sd15_depth_fp16.yaml                     -o control_v11f1p_sd15_depth_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_inpaint_fp16.yaml                     -o control_v11p_sd15_inpaint_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_lineart_fp16.yaml                     -o control_v11p_sd15_lineart_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_mlsd_fp16.yaml                        -o control_v11p_sd15_mlsd_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_normalbae_fp16.yaml                   -o control_v11p_sd15_normalbae_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_openpose_fp16.yaml                    -o control_v11p_sd15_openpose_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_scribble_fp16.yaml                    -o control_v11p_sd15_scribble_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_seg_fp16.yaml                         -o control_v11p_sd15_seg_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15_softedge_fp16.yaml                    -o control_v11p_sd15_softedge_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11p_sd15s2_lineart_anime_fp16.yaml             -o control_v11p_sd15s2_lineart_anime_fp16.yaml
+clear_output(wait=True)
+cp("Mempersiapkan Bahan ControlNET", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/raw/main/control_v11f1e_sd15_tile_fp16.yaml                      -o control_v11f1e_sd15_tile_fp16.yaml
+clear_output(wait=True)
+cp("Selesai Mempersiapkan Bahan ControlNET", color='flat_green')
+#import os
+#from tqdm import tqdm
+
+#packages = [
+##            "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -d /home/studio-lab-user/vorst-cavry/models/ControlNet -o control_v11p_sd15_canny.safetensors",
+#            "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -d /home/studio-lab-user/vorst-cavry/models/ControlNet -o control_v11p_sd15_inpaint.safetensors",
+#            "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -d /home/studio-lab-user/vorst-cavry/models/ControlNet -o control_v11f1p_sd15_depth.safetensors",
+#            "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -d /home/studio-lab-user/vorst-cavry/models/ControlNet -o control_v11p_sd15_openpose.safetensors",
+#            "aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -d /home/studio-lab-user/vorst-cavry/models/ControlNet -o control_v11p_sd15s2_lineart_anime.safetensors"
+#]
+#for install in tqdm(packages, desc=print("Install controlnet...")):
+#    os.system(install)
+
+"""### *Embeddings - Upscaler - VAE*"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# embeddings
+# %cd ~/vorst-cavry/embeddings
+cp("Mempersiapkan embeddings", color='flat_green')
+!git clone https://github.com/vorstcavry/embeddings /home/studio-lab-user/vorst-cavry/embeddings/negative
+clear_output(wait=True)
+cp("Selesai Mempersiapkan embeddings", color='flat_green')
+# Upscaler
+!mkdir ~/vorst-cavry/models/ESRGAN
+# %cd ~/vorst-cavry/models/ESRGAN
+cp("Mempersiapkan Upscaler", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/utnah/esrgan/resolve/main/8x_NMKD-Faces_160000_G.pth?download=true -o 8x_NMKD-Faces_160000_G.pth
+clear_output(wait=True)
+cp("Mempersiapkan Upscaler", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/utnah/esrgan/resolve/main/4x-AnimeSharp.pth?download=true          -o 4x-AnimeSharp.pth
+clear_output(wait=True)
+cp("Mempersiapkan Upscaler", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/pantat88/ui/resolve/main/4x_RealisticRescaler_100000_G.pth         -o 4x_RealisticRescaler_100000_G.pth
+clear_output(wait=True)
+cp("Mempersiapkan Upscaler", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/pantat88/ui/resolve/main/8x_RealESRGAN.pth                         -o 8x_RealESRGAN.pth
+clear_output(wait=True)
+cp("Selesai Mempersiapkan Upscaler", color='flat_green')
+# VAE
+# %cd ~/vorst-cavry/models/VAE
+cp("Mempersiapkan VAE", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors                                                -o vae-ft-mse-840000-ema-pruned.safetensors
+#aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/kl-f8-anime2_fp16.safetensors    -o kl-f8-anime2_fp16.safetensors
+#aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/blessed2_fp16.safetensors        -o blessed2_fp16.safetensors
+#aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/ClearVAE_V2.3_fp16.safetensors   -o ClearVAE_V2.3_fp16.safetensors
+#aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/fp16-guy/anything_kl-f8-anime2_vae-ft-mse-840000-ema-pruned_blessed_clearvae_fp16_cleaned/resolve/main/anything_fp16.safetensors        -o anything_fp16.safetensors
+clear_output(wait=True)
+cp("Selesai Mempersiapkan VAE", color='flat_green')
+clear_output(wait=True)
+cp("Selesai Mempersiapkan Bahan Tambahan", color='flat_green')
+
+"""### *Checkpoint*"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# persistent
+# %cd ~/vorst-cavry/models/Stable-diffusion
+
+#!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/77744  -o Meichidark_Mix_V2.safetensors
+
+# Commented out IPython magic to ensure Python compatibility.
+# tmp
+!mkdir -p /tmp/models
+clear_output(wait=True)
+# %cd ~/vorst-cavry/models/Stable-diffusion/tmp_models
+cp("Mempersiapkan Model", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vorstcavry/mymodel/resolve/main/Cavry_V2.safetensors -o Cavry_V2.safetensors
+clear_output(wait=True)
+cp("Mempersiapkan Model", color='flat_green')
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/vorstcavry/mymodel/resolve/main/Cavry_V2.preview.png -o Cavry_V2.preview.png
+clear_output(wait=True)
+cp("Selesai Mempersiapkan Model", color='flat_green')
+
+"""### *Lora*"""
+
+# Commented out IPython magic to ensure Python compatibility.
+# persistent
+# %cd ~/vorst-cavry/models/Lora
+
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/87153   -o add_detail.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/171989  -o detail_slider_v4.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/62833   -o Detail_Tweaker.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/86247   -o flat2.safetensors
+
+# Commented out IPython magic to ensure Python compatibility.
+# tmp
+!mkdir -p /tmp/Lora
+# %cd ~/vorst-cavry/models/Lora/tmp_Lora
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/87153   -o add_detail.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/171989  -o detail_slider_v4.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/62833   -o Detail_Tweaker.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/86247   -o flat2.safetensors
+!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/146600  -o breastsizeslideroffset.safetensors
+
+"""## *WEB UI*
+- Output images are temporary
+"""
+
+# Commented out IPython magic to ensure Python compatibility.
+cp("Memilih Versi Stable Difusion", color='flat_green')
+repo = "update" #@param ["update", "standar", "default"]
+
+
+def git_checkout(commit_hash, folder_path):
+    os.chdir(folder_path)
+    subprocess.run(['git', 'checkout', commit_hash])
+
+if (repo == "update"):
+#   %cd /home/studio-lab-user/vorst-cavry
+  !git pull
+  !git reset --hard
+  !sed -i -e 's/\["sd_model_checkpoint"\]/\["sd_model_checkpoint","sd_vae","CLIP_stop_at_last_layers"\]/g' /home/studio-lab-user/vorst-cavry/modules/shared_options.py
+  clear_output(wait=True)
+  cp("Menggunakan Versi Terbaru", color='flat_green')
+elif (repo == "standar"):
+#   %cd /home/studio-lab-user/vorst-cavry
+  folder_path = '/home/studio-lab-user/vorst-cavry'
+  commit_hash = 'baf6946e06249c5af9851c60171692c44ef633e0'
+  git_checkout(commit_hash, folder_path)
+  !sed -i -e '''/from modules import launch_utils/a\import os''' /home/studio-lab-user/vorst-cavry/launch.py
+  !sed -i -e '''/        prepare_environment()/a\        os.system\(f\"""sed -i -e ''\"s/dict()))/dict())).cuda()/g\"'' /home/studio-lab-user/vorst-cavry/repositories/stable-diffusion-stability-ai/ldm/util.py""")''' /home/studio-lab-user/vorst-cavry/launch.py
+  !sed -i -e 's/\["sd_model_checkpoint"\]/\["sd_model_checkpoint","sd_vae","CLIP_stop_at_last_layers"\]/g' /home/studio-lab-user/vorst-cavry/modules/shared.py
+  clear_output(wait=True)
+  cp("Menggunakan Versi 1.5", color='flat_green')
+elif (repo == "default"):
+  !sed -i -e 's/\["sd_model_checkpoint"\]/\["sd_model_checkpoint","sd_vae","CLIP_stop_at_last_layers"\]/g' /home/studio-lab-user/vorst-cavry/modules/shared_options.py
+  clear_output(wait=True)
+  cp("Menggunakan Stable Diffusion 1.6", color='flat_green')
+