TheLastBen commited on
Commit
6ce6de4
1 Parent(s): a01da83

Update Scripts/mainpaperspacev2.py

Browse files
Files changed (1) hide show
  1. Scripts/mainpaperspacev2.py +36 -12
Scripts/mainpaperspacev2.py CHANGED
@@ -110,7 +110,7 @@ def downloadmodel_hfv2(Path_to_HuggingFace):
110
 
111
 
112
 
113
- def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
114
 
115
  sftnsr=""
116
  if safetensors:
@@ -120,10 +120,18 @@ def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
120
  os.chdir('/models')
121
  clear_output()
122
  if os.path.exists(str(Model_Path)):
123
- if Custom_Model_Version=='512':
 
 
 
 
 
 
 
 
124
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
125
  call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
126
- elif Custom_Model_Version=='768':
127
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
128
  call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
129
 
@@ -144,7 +152,7 @@ def downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors):
144
 
145
 
146
 
147
- def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors):
148
 
149
  sftnsr=""
150
  if not safetensors:
@@ -159,11 +167,19 @@ def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors):
159
 
160
  if os.path.exists("/models/"+modelnm):
161
  if os.path.getsize("/models/"+modelnm) > 1810671599:
162
- if Custom_Model_Version=='512':
 
 
 
 
 
 
 
 
163
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
164
  call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
165
 
166
- elif Custom_Model_Version=='768':
167
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
168
  call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
169
  call('rm convertodiffv2.py', shell=True)
@@ -186,16 +202,16 @@ def downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors):
186
 
187
 
188
 
189
- def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, Custom_Model_Version, safetensors):
190
 
191
  if Path_to_HuggingFace != "":
192
  downloadmodel_hfv2(Path_to_HuggingFace)
193
  MODEL_NAMEv2="/models/stable-diffusion-custom"
194
  elif Model_Path !="":
195
- downloadmodel_pthv2(Model_Path, Custom_Model_Version, safetensors)
196
  MODEL_NAMEv2="/models/stable-diffusion-custom"
197
  elif Model_Link !="":
198
- downloadmodel_lnkv2(Model_Link, Custom_Model_Version, safetensors)
199
  MODEL_NAMEv2="/models/stable-diffusion-custom"
200
  else:
201
  if Model_Version=="512":
@@ -211,7 +227,7 @@ def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, Custom_Mode
211
  return MODEL_NAMEv2
212
 
213
 
214
- def sessv2(Session_Name, Session_Link_optional, Model_Version, MODEL_NAMEv2):
215
  import gdown
216
  os.chdir('/notebooks')
217
  PT=""
@@ -288,10 +304,18 @@ def sessv2(Session_Name, Session_Link_optional, Model_Version, MODEL_NAMEv2):
288
 
289
  elif os.path.exists(MDLPTH):
290
  print('Session found, loading the trained model ...')
291
- if Model_Version=='512':
 
 
 
 
 
 
 
 
292
  call('wget -q -O convertodiff.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dreambooth/convertodiffv2.py', shell=True)
293
  call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1-base', shell=True)
294
- elif Model_Version=='768':
295
  call('wget -q -O convertodiff.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
296
  call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1', shell=True)
297
  clear_output()
 
110
 
111
 
112
 
113
+ def downloadmodel_pthv2(Model_Path, safetensors):
114
 
115
  sftnsr=""
116
  if safetensors:
 
120
  os.chdir('/models')
121
  clear_output()
122
  if os.path.exists(str(Model_Path)):
123
+
124
+ wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
125
+ print('Detecting model version...')
126
+ Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+Model_Path, shell=True).decode('utf-8').replace('\n', '')
127
+ clear_output()
128
+ print(''+Custom_Model_Version+' Detected')
129
+ call('rm det.py', shell=True)
130
+
131
+ if Custom_Model_Version=='V2.1-512px':
132
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
133
  call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
134
+ elif Custom_Model_Version=='V2.1-768px':
135
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
136
  call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
137
 
 
152
 
153
 
154
 
155
+ def downloadmodel_lnkv2(Model_Link, safetensors):
156
 
157
  sftnsr=""
158
  if not safetensors:
 
167
 
168
  if os.path.exists("/models/"+modelnm):
169
  if os.path.getsize("/models/"+modelnm) > 1810671599:
170
+
171
+ wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
172
+ print('Detecting model version...')
173
+ Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+modelnm, shell=True).decode('utf-8').replace('\n', '')
174
+ clear_output()
175
+ print(''+Custom_Model_Version+' Detected')
176
+ call('rm det.py', shell=True)
177
+
178
+ if Custom_Model_Version=='V2.1-512px':
179
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
180
  call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
181
 
182
+ elif Custom_Model_Version=='V2.1-768px':
183
  call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
184
  call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
185
  call('rm convertodiffv2.py', shell=True)
 
202
 
203
 
204
 
205
+ def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, safetensors):
206
 
207
  if Path_to_HuggingFace != "":
208
  downloadmodel_hfv2(Path_to_HuggingFace)
209
  MODEL_NAMEv2="/models/stable-diffusion-custom"
210
  elif Model_Path !="":
211
+ downloadmodel_pthv2(Model_Path, safetensors)
212
  MODEL_NAMEv2="/models/stable-diffusion-custom"
213
  elif Model_Link !="":
214
+ downloadmodel_lnkv2(Model_Link, safetensors)
215
  MODEL_NAMEv2="/models/stable-diffusion-custom"
216
  else:
217
  if Model_Version=="512":
 
227
  return MODEL_NAMEv2
228
 
229
 
230
+ def sessv2(Session_Name, Session_Link_optional, MODEL_NAMEv2):
231
  import gdown
232
  os.chdir('/notebooks')
233
  PT=""
 
304
 
305
  elif os.path.exists(MDLPTH):
306
  print('Session found, loading the trained model ...')
307
+
308
+ wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
309
+ print('Detecting model version...')
310
+ Model_Version=check_output('python det.py --MODEL_PATH '+MDLPTH, shell=True).decode('utf-8').replace('\n', '')
311
+ clear_output()
312
+ print(''+Model_Version+' Detected')
313
+ call('rm det.py', shell=True)
314
+
315
+ if Model_Version=='V2.1-512px':
316
  call('wget -q -O convertodiff.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dreambooth/convertodiffv2.py', shell=True)
317
  call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1-base', shell=True)
318
+ elif Model_Version=='V2.1-768px':
319
  call('wget -q -O convertodiff.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
320
  call('python convertodiff.py '+MDLPTH+' '+OUTPUT_DIR+' --v2 --reference_model stabilityai/stable-diffusion-2-1', shell=True)
321
  clear_output()