Rename colab803.py to main.py

colab803.py

@@ -1,122 +0,0 @@
-import argparse
-import binascii
-
-# 自定义类型转换函数
-def str_to_bool(value):
-    if value.lower() in ('yes', 'true', 't', 'y', '1'):
-        return True
-    elif value.lower() in ('no', 'false', 'f', 'n', '0'):
-        return False
-    else:
-        raise argparse.ArgumentTypeError('Invalid boolean value: {}'.format(value))
-
-# 创建参数解析器
-parser = argparse.ArgumentParser()
-
-parser.add_argument('--Version', type=str)
-parser.add_argument('--Drive_Map', type=str_to_bool)
-
-# 解析命令行参数
-args = parser.parse_args()
-
-Version = args.Version
-Drive_Map = args.Drive_Map
-
-################################################################################################################################################
-
-import sys
-import os
-import base64
-import importlib.util
-from IPython.display import clear_output
-from google.colab import drive
-import tensorflow as tf
-
-# 检测是否为GPU运行
-print("TensorFlow version:", tf.__version__)
-if tf.test.gpu_device_name():
-    drive.mount('/content/drive')
-else:
-    raise Exception("\n请在《代码执行程序》-《更改运行时类型》-设置为GPU~")
-
-sdw = binascii.unhexlify("737461626c652d646966667573696f6e2d7765627569").decode('ascii')
-w = binascii.unhexlify("7765627569").decode('ascii')
-wb = f'/content/{sdw}'
-gwb = f'/content/drive/MyDrive/{sdw}'
-
-get_ipython().run_line_magic('cd', '/content')
-get_ipython().run_line_magic('env', 'TF_CPP_MIN_LOG_LEVEL=1')
-
-# 云盘同步
-def cloudDriveSync(cloudPath, localPath='', sync=False):
-    # 云盘没有目录
-    if not os.path.exists(cloudPath):
-        # 创建云盘目录
-        get_ipython().system(f'mkdir {cloudPath}')
-    
-    # 是否要同步
-    if not sync:
-        return
-    
-    # 删除本地目录
-    get_ipython().system(f'rm -rf {localPath}')
-    # 链接云盘目录
-    get_ipython().system(f'ln -s {cloudPath} {localPath}')
-    
-# 初始化云盘
-def initCloudDrive():
-    cloudDriveSync(f'{gwb}')
-    cloudDriveSync(f'{gwb}/models')
-    cloudDriveSync(f'{gwb}/lora')
-    cloudDriveSync(f'{gwb}/vae')
-
-# clong git
-def gitDownload(url, localPath):
-    if os.path.exists(localPath):
-        return
-    
-    get_ipython().system(f'git clone {url} {localPath}')
-
-
-# 安装附加功能
-def installAdditional():
-    # 安装扩展
-    urls = [
-        f'https://github.com/camenduru/{sdw}-images-browser',
-        f'https://github.com/camenduru/{sdw}-huggingface',
-        # Add more extension URLs if needed
-    ]
-    for url in urls:
-        filename = url.split('/')[-1]
-        if 'github' in url:
-            get_ipython().system(f'git clone {url} {wb}/extensions/{filename}')
-
-    # Add more installation steps for additional functionalities if needed
-
-# 初始化本地环境
-def initLocal():
-    # 初始化云盘
-    initCloudDrive()
-
-    # 安装附加功能
-    installAdditional()
-
-    # Set up environment variables if needed
-
-    clear_output()
-    print("初始化完毕，重启云盘，然后进入下一步~")
-
-# 运行
-def run(script):
-    clear_output()
-    get_ipython().run_line_magic('cd', f'{wb}')
-    get_ipython().system(f'python {script} --listen --xformers --enable-insecure-extension-access --theme dark --gradio-queue --no-half-vae --disable-console-progressbars --multiple --opt-sdp-attention --api --cors-allow-origins=*')
-
-# 运行脚本
-if os.path.exists(f'{wb}'):
-    run('webui.py')
-else:
-    # 初化本地环境
-    initLocal()
-    # 运行
-    run('launch.py')

main.py

@@ -0,0 +1,359 @@
+import argparse
+import binascii
+
+# 自定义类型转换函数
+def str_to_bool(value):
+    if value.lower() in ('yes', 'true', 't', 'y', '1'):
+        return True
+    elif value.lower() in ('no', 'false', 'f', 'n', '0'):
+        return False
+    else:
+        raise argparse.ArgumentTypeError('Invalid boolean value: {}'.format(value))
+
+# 创建参数解析器
+parser = argparse.ArgumentParser()
+
+parser.add_argument('--UI', type=str)
+parser.add_argument('--Version', type=str)
+parser.add_argument('--ControlNet', type=str)
+parser.add_argument('--Roop', type=str_to_bool)
+parser.add_argument('--Drive_Map', type=str_to_bool)
+parser.add_argument('--Key_words', type=str_to_bool)
+parser.add_argument('--SadTalker', type=str_to_bool)
+parser.add_argument('--Segment_Anything', type=str_to_bool)
+
+# 解析命令行参数
+args = parser.parse_args()
+
+
+UI = args.UI
+Roop = args.Roop
+Version = args.Version
+ControlNet = args.ControlNet
+Drive_Map = args.Drive_Map
+Key_words = args.Key_words
+Segment_Anything = args.Segment_Anything
+SadTalker = args.SadTalker
+
+################################################################################################################################################
+
+import sys
+import os
+import json
+import base64
+import importlib.util
+from IPython import get_ipython
+from IPython.display import clear_output
+from google.colab import drive
+import tensorflow as tf
+
+# 检测是否为GPU运行
+print("TensorFlow version:", tf.__version__)
+if tf.test.gpu_device_name():
+    drive.mount('/content/drive')
+else:
+    raise Exception("\n请在《代码执行程序》-《更改运行时类型》-设置为GPU~")
+
+w = base64.b64decode(("d2VidWk=").encode('ascii')).decode('ascii')
+sdw = base64.b64decode(("c3RhYmxlLWRpZmZ1c2lvbi13ZWJ1aQ==").encode('ascii')).decode('ascii')
+# sdw = binascii.unhexlify("737461626c652d646966667573696f6e2d7765627569").decode('ascii')
+# w = binascii.unhexlify("7765627569").decode('ascii')
+wb = f'/content/{sdw}'
+gwb = f'/content/drive/MyDrive/SD_DATA'
+
+get_ipython().run_line_magic('cd', '/content')
+get_ipython().run_line_magic('env', 'TF_CPP_MIN_LOG_LEVEL=1')
+
+# 云盘同步
+def cloudDriveSync(cloudPath, localPath='', sync=False):
+    # 云盘没有目录
+    if not os.path.exists(cloudPath):
+        # 创建云盘目录
+        get_ipython().system(f'mkdir {cloudPath}')
+    
+    # 是否要同步
+    if not sync:
+        return
+    
+    # 删除本地目录
+    get_ipython().system(f'rm -rf {localPath}')
+    # 链接云盘目录
+    get_ipython().system(f'ln -s {cloudPath} {localPath}')
+    
+# 初始化云盘
+def initCloudDrive():
+    cloudDriveSync(f'{gwb}')
+    cloudDriveSync(f'{gwb}/Config')
+    cloudDriveSync(f'{gwb}/Models', f'{wb}/models/Stable-diffusion', Drive_Map)
+    cloudDriveSync(f'{gwb}/Lora', f'{wb}/models/Lora', Drive_Map)
+    cloudDriveSync(f'{gwb}/LyCORIS', f'{wb}/models/LyCORIS', Drive_Map)
+    cloudDriveSync(f'{gwb}/hypernetworks', f'{wb}/models/hypernetworks', Drive_Map)
+    cloudDriveSync(f'{gwb}/Vae', f'{wb}/models/VAE', Drive_Map)
+    cloudDriveSync(f'{gwb}/Outputs', f'{wb}/outputs', Drive_Map)
+    
+
+    # 云盘没有配置文件
+    if not os.path.exists(f'{gwb}/Config/config.json'):
+        get_ipython().system(f'wget -O {gwb}/Config/config.json "https://huggingface.co/wageguagua/main/raw/main/config.json"')
+    # 如果云盘没有styles.csv文件则手动创建
+    if not os.path.exists(f'{gwb}/styles.csv'):
+        #创建styles.csv文件
+        get_ipython().system(f'mkdir {gwb}/styles.csv')
+
+# clong git
+def gitDownload(url, localPath):
+    if os.path.exists(localPath):
+        return
+    
+    get_ipython().system(f'git clone {url} {localPath}')
+
+# 安装附加功能
+def installAdditional():
+    # 安装扩展
+    urls = [
+        f'https://github.com/camenduru/{sdw}-images-browser',              # 图像浏览器
+        f'https://github.com/camenduru/sd-{w}-tunnels',                    # Tunnel 网络支持
+        f'https://github.com/etherealxx/batchlinks-{w}',                   # 批量下载模型lora
+        f'https://github.com/camenduru/sd-civitai-browser',                # Civitai 分类和搜索
+        f'https://github.com/AUTOMATIC1111/{sdw}-rembg',                   # 背景移除功能
+        f'https://github.com/thomasasfk/sd-{w}-aspect-ratio-helper',       # 宽高比调整功能
+        f'https://github.com/hanamizuki-ai/{sdw}-localization-zh_Hans',    # 中文
+        f'https://github.com/kohya-ss/sd-{w}-additional-networks',         # 模型网络
+        f'https://github.com/fkunn1326/openpose-editor',                   # 人体姿态编辑功能
+        f'https://github.com/jexom/sd-{w}-depth-lib',                      # 深度图编辑器
+        f'https://github.com/hnmr293/posex',                               # 人体姿态估计
+        f'https://github.com/s9roll7/ebsynth_utility',                     # 视频的图像生成
+        f'https://github.com/ashen-sensored/{sdw}-two-shot',               # 潜��量成对(双人特写)
+        f'https://github.com/nonnonstop/sd-{w}-3d-open-pose-editor',       # 3D 人体姿态编辑功能
+        f'https://github.com/camenduru/{sdw}-huggingface',                 # 整合 Huggingface 的模型功能
+        f'https://github.com/camenduru/{sdw}-catppuccin',                  # Catppuccin 主题
+        f'https://github.com/IDEA-Research/DWPose',                        # cnt手部模型
+        f'https://github.com/KohakuBlueleaf/a1111-sd-{w}-lycoris',         # 人物生成模型
+        f'https://github.com/Uminosachi/sd-{w}-inpaint-anything',          # 抠图
+        # f'https://github.com/picobyte/{sdw}-wd14-tagger',                  # tag
+        # f'https://github.com/Gerschel/sd_web_ui_preset_utils',             # 预设
+        # f'https://github.com/numz/sd-wav2lip-uhq',                         # 数字人说话
+        # f'https://github.com/a2569875/{sdw}-composable-lora',              # 可自组 LoRA
+        # f'https://github.com/deforum-art/deforum-for-automatic1111-{w}',   # Deforum动态视频创作
+        # f'https://github.com/Scholar01/sd-{w}-mov2mov',                    # 视频转换
+        # f'https://github.com/tjm35/asymmetric-tiling-sd-{w}',              # 非对称平铺功能
+        # f'https://github.com/hako-mikan/sd-{w}-lora-block-weight',         # LORA 模型的权重调整
+        # f'https://github.com/hako-mikan/sd-{w}-supermerger',               # 图像融合功能
+    ]
+    for url in urls:
+        
+        filename = url.split('/')[-1]
+        
+        if 'github' in url:
+            get_ipython().system(f'git clone {url} {wb}/extensions/{filename}')
+    
+    get_ipython().system(f'wget https://raw.githubusercontent.com/camenduru/{sdw}-scripts/main/run_n_times.py -O {wb}/scripts/run_n_times.py')
+    get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/embed/upscale/resolve/main/4x-UltraSharp.pth -d {wb}/models/ESRGAN -o 4x-UltraSharp.pth')
+
+
+    # 优化embeddings
+    gitDownload(f'https://huggingface.co/embed/negative',f'{wb}/embeddings/negative')
+    get_ipython().system(f'rm -rf {wb}/embeddings/negative/.git')
+    get_ipython().system(f'rm {wb}/embeddings/negative/.gitattributes')
+
+    gitDownload(f'https://huggingface.co/embed/lora',f'{wb}/models/Lora/positive')
+    get_ipython().system(f'rm -rf {wb}/models/Lora/positive/.git')
+    get_ipython().system(f'rm {wb}/models/Lora/positive/.gitattributes')
+
+    #中文插件
+    gitDownload(f'https://github.com/DominikDoom/a1111-sd-{w}-tagcomplete',f'{wb}/extensions/a1111-sd-{w}-tagcomplete')
+    get_ipython().system(f'rm -f {wb}/extensions/a1111-sd-{w}-tagcomplete/tags/danbooru.csv')
+    get_ipython().system(f'wget https://beehomefile.oss-cn-beijing.aliyuncs.com/20210114/danbooru.csv -O {wb}/extensions/a1111-sd-{w}-tagcomplete/tags/danbooru.csv')
+    gitDownload(f'https://github.com/toriato/{sdw}-wd14-tagger',f'{wb}/extensions/{sdw}-wd14-tagge')
+    # get_ipython().system(f'rm -f {wb}/localizations')
+    # gitDownload(f'https://github.com/dtlnor/{sdw}-localization-zh_CN',f'{wb}/extensions/{sdw}-localization-zh_CN')
+
+    #附加插件=脸部修复/颜色细化/ps组件/漫画助手/分块vae
+    # gitDownload(f'https://github.com/hnmr293/sd-{w}-cutoff',f'{wb}/extensions/sd-{w}-cutoff')
+    gitDownload(f'https://github.com/Bing-su/adetailer',f'{wb}/extensions/adetailer')
+    gitDownload(f'https://github.com/antfu/sd-{w}-qrcode-toolkit',f'{wb}/extensions/sd-{w}-qrcode-toolkit')
+    gitDownload(f'https://github.com/yankooliveira/sd-{w}-photopea-embed',f'{wb}/extensions/sd-{w}-photopea-embed')
+    # get_ipython().system(f'wget https://huggingface.co/wageguagua/mhzs/raw/main/jubenchajian4_51.py -O {wb}/scripts/jubenchajian4_51.py')
+    gitDownload(f'https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111',f'{wb}/extensions/multidiffusion-upscaler-for-automatic1111')
+    #Roop换脸插件
+    if Roop:
+        # gitDownload(f'https://github.com/s0md3v/sd-{w}-roop',f'{wb}/extensions/sd-{w}-roop')
+        gitDownload(f'https://github.com/Gourieff/sd-{w}-reactor',f'{wb}/extensions/sd-{w}-reactor')
+        # get_ipython().system(f'wget https://huggingface.co/henryruhs/roop/resolve/main/inswapper_128.onnx -O {wb}/models/roop/inswapper_128.onnx')
+        print('Roop换脸启用')
+    else:
+        print('Roop换脸不启用')
+
+    # ControlNet模型
+    Cnt_models = [
+            'control_v11e_sd15_ip2p_fp16.safetensors',
+            'control_v11e_sd15_shuffle_fp16.safetensors',
+            'control_v11p_sd15_canny_fp16.safetensors',
+            'control_v11f1p_sd15_depth_fp16.safetensors',
+            'control_v11p_sd15_inpaint_fp16.safetensors',
+            'control_v11p_sd15_lineart_fp16.safetensors',
+            'control_v11p_sd15_mlsd_fp16.safetensors',
+            'control_v11p_sd15_normalbae_fp16.safetensors',
+            'control_v11p_sd15_openpose_fp16.safetensors',
+            'control_v11p_sd15_scribble_fp16.safetensors',
+            'control_v11p_sd15_seg_fp16.safetensors',
+            'control_v11p_sd15_softedge_fp16.safetensors',
+            'control_v11p_sd15s2_lineart_anime_fp16.safetensors',
+            'control_v11f1e_sd15_tile_fp16.safetensors',
+        ]
+    get_ipython().system(f'rm -rf {wb}/extensions/sd-{w}-controlnet')
+    # 模型下载到Colab
+    if ControlNet == "Colab":
+        gitDownload(f'https://github.com/Mikubill/sd-{w}-controlnet',f'{wb}/extensions/sd-{w}-controlnet')
+        for v in Cnt_models:
+            get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/{v} -d {wb}/extensions/sd-{w}-controlnet/models -o {v}')
+            
+    # 模型下载到Google_Drive
+    elif ControlNet == "Google_Drive":
+        cloudDriveSync(f'{gwb}/CntModels')
+        gitDownload(f'https://github.com/Mikubill/sd-{w}-controlnet',f'{wb}/extensions/sd-{w}-controlnet')
+        for v in Cnt_models:
+            if not os.path.exists(f'{gwb}/CntModels/{v}'):
+                get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/{v} -d {gwb}/CntModels -o {v}')
+                print("创建扩展",f'{v}')
+            else:
+                print("扩展存在",f'{v}')
+        # 遍历cntmodels目录下的文件，将文件银接到Colab目录下的extensions目录下
+        for v in os.listdir(f'{gwb}/CntModels'):
+            # 链接云盘目录
+            get_ipython().system(f'ln -s {gwb}/CntModels/{v} {wb}/extensions/sd-{w}-controlnet/models')
+                
+    elif ControlNet == "No":
+        print("不使用 ControlNet")
+
+    # 各种UI界面
+    if UI == "Kitchen_Ui":
+        gitDownload(f'https://github.com/canisminor1990/sd-{w}-kitchen-theme-legacy', f'{wb}/extensions/sd-{w}-kitchen-theme-legacy')
+        print("Kitchen界面插件启用")
+    elif UI == "Lobe_Ui":
+        gitDownload(f'https://github.com/canisminor1990/sd-web-ui-kitchen-theme', f'{wb}/extensions/sd-web-ui-kitchen-theme')      
+        print("Lobe界面插件启用")
+    elif UI == "No":
+        print("UI插件不启用")
+    
+    # 关键词
+    if Key_words:
+        gitDownload(f'https://github.com/Physton/sd-{w}-prompt-all-in-one', f'{wb}/extensions/sd-{w}-prompt-all-in-one')
+        cloudDriveSync(f'{gwb}/Storage', f'{wb}/extensions/sd-{w}-prompt-all-in-one/storage', Key_words)
+        print("关键词插件启用")
+    else:
+        get_ipython().system(f'rm -rf {wb}/extensions/sd-{w}-prompt-all-in-one')
+        print("关键词插件不启用")
+    
+    # 人物说话
+    if SadTalker:
+        if not os.path.exists(f'{wb}/extensions/SadTalker'):
+            get_ipython().system(f'git clone https://github.com/OpenTalker/SadTalker {wb}/extensions/SadTalker')
+            get_ipython().system(f'git -C {wb}/extensions/SadTalker clone https://huggingface.co/wageguagua/checkpoints')
+            get_ipython().system(f'git -C {wb}/models clone https://huggingface.co/wageguagua/GFPGAN')
+
+            get_ipython().system(f'git clone https://github.com/numz/sd-wav2lip-uhq {wb}/extensions/sd-wav2lip-uhq')
+            get_ipython().system(f'wget https://huggingface.co/wageguagua/wav2lip/resolve/main/wav2lip.pth -O {wb}/extensions/sd-wav2lip-uhq/scripts/wav2lip/checkpoints/wav2lip.pth')
+            get_ipython().system(f'wget https://huggingface.co/wageguagua/wav2lip/resolve/main/wav2lip_gan.pth -O {wb}/extensions/sd-wav2lip-uhq/scripts/wav2lip/checkpoints/wav2lip_gan.pth')
+            get_ipython().system(f'wget https://huggingface.co/wageguagua/wav2lip/resolve/main/s3fd-619a316812.pth -O {wb}/extensions/sd-wav2lip-uhq/scripts/wav2lip/face_detection/detection/sfd/s3fd-619a316812.pth')
+            get_ipython().system(f'wget https://huggingface.co/wageguagua/wav2lip/resolve/main/shape_predictor_68_face_landmarks.dat -O {wb}/extensions/sd-wav2lip-uhq/scripts/wav2lip/predicator/shape_predictor_68_face_landmarks.dat')
+
+        print("SadTalker启用")
+    else:
+        get_ipython().system(f'rm -rf {wb}/extensions/SadTalker')
+        print("SadTalker不启用")
+
+    # 智能抠图
+    if Segment_Anything:
+        get_ipython().system(f'git clone https://github.com/continue-revolution/sd-{w}-segment-anything  {wb}/extensions/sd-{w}-segment-anything')
+
+        cloudDriveSync(f'{gwb}/Segment')
+        if not os.path.exists(f'{gwb}/Segment/sam_vit_h_4b8939.pth'):
+            get_ipython().system(f'wget https://dl.fbaipublicfiles.com/segment_anything/sam_vit_h_4b8939.pth -O {gwb}/Segment/sam_vit_h_4b8939.pth')
+        # if not os.path.exists(f'{gwb}/Segment/groundingdino_swinb_cogcoor.pth'):
+        #     get_ipython().system(f'wget https://huggingface.co/ShilongLiu/GroundingDINO/resolve/main/groundingdino_swinb_cogcoor.pth -O {gwb}/Segment/groundingdino_swinb_cogcoor.pth')
+
+        get_ipython().system(f'ln -s {gwb}/Segment/sam_vit_h_4b8939.pth {wb}/extensions/sd-{w}-segment-anything/models/sam')
+        # get_ipython().system(f'ln -s {gwb}/Segment/groundingdino_swinb_cogcoor.pth {wb}/extensions/sd-{w}-segment-anything/models/grounding-dino')
+        print("智能抠图插件启用")
+    else:
+        get_ipython().system(f'rm -rf {wb}/extensions/sd-{w}-segment-anything')
+        print("智能抠图插件不启用")
+
+# 初始化本地环境
+def initLocal():
+    #部署 env 环境变量
+    get_ipython().system(f'apt -y update -qq')
+    get_ipython().system(f'wget https://github.com/camenduru/gperftools/releases/download/v1.0/libtcmalloc_minimal.so.4 -O /content/libtcmalloc_minimal.so.4')
+    get_ipython().run_line_magic('env', 'LD_PRELOAD=/content/libtcmalloc_minimal.so.4')
+
+    #设置 python 环境
+    get_ipython().system(f'apt -y install -qq aria2 libcairo2-dev pkg-config python3-dev')
+    get_ipython().system(f'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')
+    get_ipython().system(f'pip install -q xformers==0.0.20 triton==2.0.0 gradio_client==0.2.7 -U')
+
+    #主框架模块
+    if Version == "A1111":
+        get_ipython().system(f'git clone -b master https://github.com/AUTOMATIC1111/{sdw} {wb}')
+    elif Version == "V2.5":
+        get_ipython().system(f'git clone -b v2.4 https://github.com/camenduru/{sdw} {wb}')
+    elif Version == "V2.4":
+        get_ipython().system(f'git clone -b v2.2 https://github.com/camenduru/{sdw} {wb}')
+
+    get_ipython().system(f'git -C {wb}/repositories/stable-diffusion-stability-ai reset --hard')
+    
+    # 初始化云盘
+    initCloudDrive()
+
+    # 安装附加功能
+    installAdditional()
+
+    # 删除原配置
+    get_ipython().system(f'rm -f {wb}/config.json')
+    
+    # 链接用户配置
+    get_ipython().system(f'ln -s {gwb}/Config/config.json {wb}/config.json')
+
+    #如果{gwb}有styles.csv文件则同步到{wb}，反之则取消该操作
+    if os.path.exists(f"{gwb}/styles.csv"):
+        get_ipython().system(f'ln -s {gwb}/styles.csv {wb}/styles.csv')
+    
+    # 同步additional-networks
+    if os.path.exists(f"{wb}/extensions/sd-{w}-additional-networks"):
+        cloudDriveSync(f'{gwb}/Lora', f'{wb}/extensions/sd-{w}-additional-networks/models/lora', Drive_Map)
+        # cloudDriveSync(f'{gwb}/LyCORIS', f'{wb}/extensions/sd-{w}-additional-networks/models/lora/lycoris', Drive_Map)
+
+    # 如果云盘没有模型
+    if len(os.listdir(f"{gwb}/Models")) == 0:
+        #下载主模型
+        get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/chilloutmix/resolve/main/chilloutmix_NiPrunedFp32Fix.safetensors -d {wb}/models/Stable-diffusion -o chilloutmix_NiPrunedFp32Fix.safetensors')
+
+    # 如果云盘Vae模型
+    if len(os.listdir(f"{gwb}/Vae")) == 0:
+        # #VAE
+        get_ipython().system(f'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 -d {wb}/models/VAE -o vae-ft-mse-840000-ema-pruned.safetensors')
+        
+    #放大
+    get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/embed/upscale/resolve/main/4x-UltraSharp.pth -d {wb}/models/ESRGAN -o 4x-UltraSharp.pth')
+
+    model_dir = os.path.join(wb, "models", "Stable-diffusion")
+    if any(f.endswith(('.ckpt', '.safetensors')) for f in os.listdir(model_dir)):
+        get_ipython().system(f'sed -i \'s@weight_load_location =.*@weight_load_location = "cuda"@\' {wb}/modules/shared.py')
+        get_ipython().system(f'sed -i "s@os.path.splitext(model_file)@os.path.splitext(model_file); map_location=\'cuda\'@" {wb}/modules/sd_models.py')
+        get_ipython().system(f'sed -i "s@map_location=\'cpu\'@map_location=\'cuda\'@" {wb}/modules/extras.py')
+        get_ipython().system(f"sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' {wb}/webui.py")
+        
+# 运行
+def run(script):
+    clear_output()
+    get_ipython().run_line_magic('cd', f'{wb}')
+    get_ipython().system(f'python {script} --listen --xformers --enable-insecure-extension-access --theme dark --gradio-queue --disable-console-progressbars --multiple --api --cors-allow-origins=*')
+
+# 运行脚本
+if os.path.exists(f'{wb}'):
+    run('webui.py')
+else:
+    # 初化本地环境
+    initLocal()
+    # 运行
+    run('launch.py')