Update Scripts/mainpaperspacev2.py

Scripts/mainpaperspacev2.py

@@ -109,17 +109,22 @@ def downloadmodel_hfv2(Path_to_HuggingFace):
 
 
 
-def downloadmodel_pthv2(CKPT_Path, Custom_Model_Version):
+def downloadmodel_pthv2(CKPT_Path, Custom_Model_Version, safetensors):
+
+  sftnsr=""
+  if safetensors:
+    sftnsr="--from_safetensors"
+
   import wget
   os.chdir('/models')
-  clear_output() 
+  clear_output()
   if os.path.exists(str(CKPT_Path)):
     if Custom_Model_Version=='512':
       call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
-      call('python convertodiffv2.py '+CKPT_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base', shell=True)
+      call('python convertodiffv2.py '+CKPT_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
     elif Custom_Model_Version=='768':
       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 '+CKPT_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1', shell=True)
+      call('python convertodiffv2.py '+CKPT_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
 
     call('rm convertodiffv2.py', shell=True)
     if os.path.exists('stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
@@ -138,22 +143,32 @@ def downloadmodel_pthv2(CKPT_Path, Custom_Model_Version):
 
 
 
-def downloadmodel_lnkv2(CKPT_Link, Custom_Model_Version): 
+def downloadmodel_lnkv2(CKPT_Link, Custom_Model_Version, safetensors): 
+
+    sftnsr=""
+    if not safetensors:
+      modelnm="model.ckpt"
+    else:
+      modelnm="model.safetensors"
+      sftnsr="--from_safetensors"
+
     import wget
     os.chdir('/models')
-    call("gdown --fuzzy " +CKPT_Link+ " -O model.ckpt", shell=True)
+    call("gdown --fuzzy " +CKPT_Link+ " -O /models/"+modelnm, shell=True)
     
-    if os.path.exists('model.ckpt'):
-      if os.path.getsize("model.ckpt") > 1810671599:
+    if os.path.exists("/models/"+modelnm):
+      if os.path.getsize("/models/"+modelnm) > 1810671599:
         if Custom_Model_Version=='512':
           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.ckpt stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base', 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':
           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.ckpt stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1', 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)
+        
         if os.path.exists('stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
-          call('rm model.ckpt', shell=True)
+          call('rm /models/'+modelnm, shell=True)
           os.chdir('/notebooks')
           clear_output()
           done()
@@ -163,7 +178,7 @@ def downloadmodel_lnkv2(CKPT_Link, Custom_Model_Version):
               os.chdir('/notebooks')
               time.sleep(5)
     else:
-        while os.path.getsize('/models/model.ckpt') < 1810671599:
+        while os.path.getsize("/models/"+modelnm) < 1810671599:
            print('Wrong link, check that the link is valid')
            os.chdir('/notebooks')
            time.sleep(5)
@@ -176,10 +191,10 @@ def dlv2(Path_to_HuggingFace, CKPT_Path, CKPT_Link, Model_Version, Custom_Model_
       downloadmodel_hfv2(Path_to_HuggingFace)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     elif CKPT_Path !="":
-      downloadmodel_pthv2(CKPT_Path, Custom_Model_Version)
+      downloadmodel_pthv2(CKPT_Path, Custom_Model_Version, safetensors)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     elif CKPT_Link !="":
-      downloadmodel_lnkv2(CKPT_Link, Custom_Model_Version)
+      downloadmodel_lnkv2(CKPT_Link, Custom_Model_Version, safetensors)
       MODEL_NAMEv2="/models/stable-diffusion-custom"
     else:
       if Model_Version=="512":