魔搭社区每周速递（11.17-11.23）

# #@title Environment Setup
from pathlib import Path
OPTIONS = {}UPDATE_COMFY_UI = True  #@param {type:"boolean"}INSTALL_COMFYUI_MANAGER = True  #@param {type:"boolean"}INSTALL_CUSTOM_NODES_DEPENDENCIES = True  #@param {type:"boolean"}INSTALL_ComfyUI_CustomNodes = True #@param {type:"boolean"}INSTALL_x_flux_comfyui = True  #@param {type:"boolean"}OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UIOPTIONS['INSTALL_COMFYUI_MANAGER'] = INSTALL_COMFYUI_MANAGEROPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIESOPTIONS['INSTALL_ComfyUI_CustomNodes'] = INSTALL_ComfyUI_CustomNodesOPTIONS['INSTALL_x_flux_comfyui'] = INSTALL_x_flux_comfyui
current_dir = !pwdWORKSPACE = f"{current_dir[0]}/ComfyUI"
%cd /mnt/workspace/
![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI%cd $WORKSPACE
if OPTIONS['UPDATE_COMFY_UI']:  !echo "-= Updating ComfyUI =-"  !git pull
if OPTIONS['INSTALL_COMFYUI_MANAGER']:  %cd custom_nodes  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager  %cd ComfyUI-Manager  !git pull
if OPTIONS['INSTALL_ComfyUI_CustomNodes']:  %cd ..  !echo -= Initial setup ComfyUI_Comfyroll_CustomNodes =- && git clone https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes.git  !echo -= Initial setup ComfyUI_rgthree_comfy =- && git clone https://github.com/rgthree/rgthree-comfy.git  !echo -= Initial setup ComfyUI_JPS =- && git clone https://github.com/JPS-GER/ComfyUI_JPS-Nodes.git  !echo -= Initial setup ComfyUI_Custom_Scripts =- && git clone https://github.com/pythongosssss/ComfyUI-Custom-Scripts.git  !echo -= Initial setup ComfyUI-KJNodes =- && git clone https://github.com/kijai/ComfyUI-KJNodes.git
if OPTIONS['INSTALL_x_flux_comfyui']:  !echo -= Initial setup x-flux-comfyui =- && git clone https://github.com/XLabs-AI/x-flux-comfyui.git
if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:  !pwd  !echo "-= Install custom nodes dependencies =-"  ![ -f "custom_nodes/ComfyUI-Manager/scripts/colab-dependencies.py" ] && python "custom_nodes/ComfyUI-Manager/scripts/colab-dependencies.py"
!pip install spandrel

#@markdown ###Download standard resources%cd /mnt/workspace/ComfyUI### FLUX1-DEV# !modelscope download --model=AI-ModelScope/FLUX.1-dev --local_dir ./models/unet/ flux1-dev.safetensors!modelscope download --model=AI-ModelScope/flux-fp8 --local_dir ./models/unet/ flux1-dev-fp8.safetensors
### clip!modelscope download --model=AI-ModelScope/flux_text_encoders --local_dir ./models/clip/ clip_l.safetensors!modelscope download --model=AI-ModelScope/flux_text_encoders --local_dir ./models/clip/ t5xxl_fp8_e4m3fn.safetensors
### vae!modelscope download --model=AI-ModelScope/FLUX.1-dev --local_dir ./models/vae/ ae.safetensors
### lora#!modelscope download --model=FluxLora/flux-koda --local_dir ./models/loras/ araminta_k_flux_koda.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ film-storyboard.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ font-design.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ couple-profile.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ home-decoration.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ portrait-illustration.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ portrait-photography.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ ppt-templates.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ sandstorm-visual-effect.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ sparklers-visual-effect.safetensors!modelscope download --model=iic/In-Context-LoRA --local_dir ./models/loras/ visual-identity-design.safetensors

!wget "https://modelscope.oss-cn-beijing.aliyuncs.com/resource/cloudflared-linux-amd64.deb"!dpkg -i cloudflared-linux-amd64.deb
%cd /mnt/workspace/ComfyUIimport subprocessimport threadingimport timeimport socketimport urllib.request
def iframe_thread(port):  while True:      time.sleep(0.5)      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)      result = sock.connect_ex(('127.0.0.1', port))      if result == 0:        break      sock.close()  print("\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\n")
  p = subprocess.Popen(["cloudflared", "tunnel", "--url", "http://127.0.0.1:{}".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)  for line in p.stderr:    l = line.decode()    if "trycloudflare.com " in l:      print("This is the URL to access ComfyUI:", l[l.find("http"):], end='')    #print(l, end='')
threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()
!python main.py --dont-print-server

from sentence_transformers import SentenceTransformer   from modelscope import snapshot_download
   model_dir = snapshot_download('IEITYuan/Yuan-embedding-1.0')
   model = SentenceTransformer(model_dir)      sentences = [       "这是一个样例-1",       "这是一个样例-2",   ]   embeddings = model.encode(sentences)   similarities = model.similarity(embeddings, embeddings)   print(similarities)