Update mainpaperspacev2.py

mainpaperspacev2.py

@@ -696,7 +696,7 @@ def dbtrainv2(Resume_Training, UNet_Training_Steps, UNet_Learning_Rate, Text_Enc
     return resumev2
       
       
-def testv2(Custom_Path, Previous_Session_Name, Session_Name, Model_Version, User, Password, Use_localtunnel):
+def test(Custom_Path, Previous_Session_Name, Session_Name, User, Password, Use_localtunnel):
     
     
     if Previous_Session_Name!="":
@@ -727,39 +727,38 @@ def testv2(Custom_Path, Previous_Session_Name, Session_Name, Model_Version, User
         while not os.path.exists(path_to_trained_model):
            print("There is no trained model in this session")
            time.sleep(5)
-
-
+           
     auth=f"--gradio-auth {User}:{Password}"
     if User =="" or Password=="":
       auth=""
 
     os.chdir('/notebooks')
-    if not os.path.exists('sd_db'):
-        call('mkdir sd_db', shell=True)
-    os.chdir('/notebooks/sd_db')
-    call('git clone --depth 1 --branch main https://github.com/Stability-AI/stablediffusion', shell=True)
-    call('git clone --depth 1 --branch Paperspacedb https://github.com/TheLastBen/stable-diffusion-webui', shell=True)
-    clear_output()
+    if not os.path.exists('/notebooks/sd/stablediffusion'):
+       call('wget -q -O sd_kg.tar.zst https://huggingface.co/TheLastBen/dependencies/resolve/main/sd_kg.tar.zst', shell=True)
+       call('tar --zstd -xf sd_kg.tar.zst', shell=True)
+       call('rm sd_kg.tar.zst', shell=True)        
+        
+    os.chdir('/notebooks/sd')
+    if not os.path.exists('stable-diffusion-webui'):
+        call('git clone -q --depth 1 --branch master https://github.com/AUTOMATIC1111/stable-diffusion-webui', shell=True)
     
-    if not os.path.exists('/notebooks/sd_db/stablediffusion/src/k-diffusion/k_diffusion'):
-      call('mkdir /notebooks/sd_db/stablediffusion/src', shell=True)
-      os.chdir('/notebooks/sd_db/stablediffusion/src')
-      call('git clone -q --depth 1 --no-tags https://github.com/TheLastBen/taming-transformers.git', shell=True)
-      call('git clone -q --depth 1 https://github.com/salesforce/BLIP', shell=True)
-      call('git clone -q --depth 1 https://github.com/sczhou/CodeFormer', shell=True)
-      call('git clone -q --depth 1 --branch master https://github.com/crowsonkb/k-diffusion', shell=True)
-      
+    os.chdir('/notebooks/sd/stable-diffusion-webui/')
+    call('git reset --hard', shell=True, stdout=open('/dev/null', 'w'))
+    print('')
+    call('git pull', shell=True, stdout=open('/dev/null', 'w'))
+    os.chdir('/notebooks')
+    clear_output()
       
     if not os.path.exists('/usr/lib/node_modules/localtunnel'):
        call('npm install -g localtunnel  --silent', shell=True, stdout=open('/dev/null', 'w'))
     
     share=''
+    call('wget -q -O /usr/local/lib/python3.9/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py', shell=True)
+    
     if not Use_localtunnel:
-      share='--share'
-      call('wget -q -O /usr/local/lib/python3.9/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dreambooth/blocks.py', shell=True)
+      share='--share'      
 
     else:
-
       share=''
       os.chdir('/notebooks')
       call('nohup lt --port 7860 > srv.txt 2>&1 &', shell=True)
@@ -784,21 +783,17 @@ def testv2(Custom_Path, Previous_Session_Name, Session_Name, Model_Version, User
       call('rm /notebooks/srv.txt', shell=True)
       call('rm /notebooks/srvr.txt', shell=True)
 
-        
+   
 
-    os.chdir('/notebooks/sd_db/stable-diffusion-webui')
-    print('')
-    call('git pull', shell=True)  
+    os.chdir('/notebooks/sd/stable-diffusion-webui/modules')
+    call('wget -q -O paths.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/paths.py', shell=True) 
+    call("sed -i 's@/content/gdrive/MyDrive/sd/stablediffusion@/notebooks/sd/stablediffusion@' /notebooks/sd/stable-diffusion-webui/modules/paths.py", shell=True)   
+    os.chdir('/notebooks/sd/stable-diffusion-webui')
     clear_output()
 
-    if Model_Version == "768":
-      configf="--config /notebooks/sd_db/stablediffusion/configs/stable-diffusion/v2-inference-v.yaml --no-half"
-    elif Model_Version == "512":
-      configf="--config /notebooks/sd_db/stablediffusion/configs/stable-diffusion/v2-inference.yaml --no-half"
-    else:
-       configf="--config /notebooks/sd_db/stablediffusion/configs/stable-diffusion/v2-inference-v.yaml --no-half"
-
-    return path_to_trained_model, configf, auth
+    configf="--disable-console-progressbars --no-half-vae --disable-safe-unpickle --api --xformers --medvram --skip-version-check --ckpt "+path_to_trained_model+" "+auth+" "+share
+    
+    return configf