Update Scripts/mainpaperspacev2.py

Scripts/mainpaperspacev2.py

@@ -110,7 +110,7 @@ def downloadmodel_hfv2(Path_to_HuggingFace):
 
 
 
-def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
+def downloadmodel_pthv2(Model_Path, safetensors):
 
   sftnsr=""
   if safetensors:
@@ -120,10 +120,18 @@ def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
   os.chdir('/models')
   clear_output()
   if os.path.exists(str(Model_Path)):
-    if Custom_Model_Version=='512':
+
+    wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
+    print('Detecting model version...')
+    Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+Model_Path, shell=True).decode('utf-8').replace('\n', '')
+    clear_output()
+    print(''+Custom_Model_Version+' Detected')    
+    call('rm det.py', shell=True)  
+  
+    if Custom_Model_Version=='V2.1-512px':
       call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
       call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
-    elif Custom_Model_Version=='768':
+    elif Custom_Model_Version=='V2.1-768px':
       call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
       call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
 
@@ -144,7 +152,7 @@ def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
 
 
 
-def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors): 
+def downloadmodel_lnkv2(Model_Link, safetensors): 
 
     sftnsr=""
     if not safetensors:
@@ -159,11 +167,19 @@ def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors):
     
     if os.path.exists("/models/"+modelnm):
       if os.path.getsize("/models/"+modelnm) > 1810671599:
-        if Custom_Model_Version=='512':
+      
+        wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
+        print('Detecting model version...')
+        Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+modelnm, shell=True).decode('utf-8').replace('\n', '')
+        clear_output()
+        print(''+Custom_Model_Version+' Detected')
+        call('rm det.py', shell=True)      
+      
+        if Custom_Model_Version=='V2.1-512px':
           call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
           call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
           
-        elif Custom_Model_Version=='768':
+        elif Custom_Model_Version=='V2.1-768px':
           call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
           call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
         call('rm convertodiffv2.py', shell=True)
@@ -186,16 +202,16 @@ def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors):
 
 
 
-def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, Custom_Model_Version, safetensors):
+def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, safetensors):
 
     if Path_to_HuggingFace != "":
       downloadmodel_hfv2(Path_to_HuggingFace)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     elif Model_Path !="":
-      downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors)
+      downloadmodel_pthv2(Model_Path, safetensors)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     elif Model_Link !="":
-      downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors)
+      downloadmodel_lnkv2(Model_Link, safetensors)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     else:
       if Model_Version=="512":
@@ -211,7 +227,7 @@ def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, Custom_Mode
     return MODEL_NAMEv2
 
 
-def sessv2(Session_Name, Session_Link_optional, Model_Version, MODEL_NAMEv2):
+def sessv2(Session_Name, Session_Link_optional, MODEL_NAMEv2):
     import gdown
     os.chdir('/notebooks')
     PT=""
@@ -288,10 +304,18 @@ def sessv2(Session_Name, Session_Link_optional, Model_Version, MODEL_NAMEv2):
 
     elif os.path.exists(MDLPTH):
       print('Session found, loading the trained model ...')
-      if Model_Version=='512':
+
+      wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
+      print('Detecting model version...')
+      Model_Version=check_output('python det.py --MODEL_PATH '+MDLPTH, shell=True).decode('utf-8').replace('\n', '')
+      clear_output()
+      print(''+Model_Version+' Detected')    
+      call('rm det.py', shell=True)
+
+      if Model_Version=='V2.1-512px':
         call('wget -q -O convertodiff.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dreambooth/convertodiffv2.py', shell=True)
         call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1-base', shell=True)
-      elif Model_Version=='768':
+      elif Model_Version=='V2.1-768px':
         call('wget -q -O convertodiff.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
         call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1', shell=True) 
       clear_output()