TheLastBen
commited on
Commit
•
75375cd
1
Parent(s):
4056e27
Upload 4 files
Browse files- Scripts/mainpaperspaceA1111.py +78 -84
- Scripts/mainpaperspacev1.py +1 -81
- Scripts/mainpaperspacev2.py +1 -119
Scripts/mainpaperspaceA1111.py
CHANGED
@@ -125,6 +125,7 @@ def ntbk():
|
|
125 |
os.chdir('/notebooks')
|
126 |
|
127 |
|
|
|
128 |
def repo():
|
129 |
|
130 |
print('[1;32mInstalling/Updating the repo...')
|
@@ -148,57 +149,6 @@ def repo():
|
|
148 |
done()
|
149 |
|
150 |
|
151 |
-
def mdl(Original_Model_Version, Path_to_MODEL, MODEL_LINK, safetensors, Temporary_Storage):
|
152 |
-
import gdown
|
153 |
-
if Path_to_MODEL !='':
|
154 |
-
if os.path.exists(str(Path_to_MODEL)):
|
155 |
-
print('[1;32mUsing the trained model.')
|
156 |
-
model=Path_to_MODEL
|
157 |
-
else:
|
158 |
-
print('[1;31mWrong path, check that the path to the model is correct')
|
159 |
-
|
160 |
-
elif MODEL_LINK != "":
|
161 |
-
modelname="model.safetensors" if safetensors else "model.ckpt"
|
162 |
-
if Temporary_Storage:
|
163 |
-
model=f'/models/{modelname}'
|
164 |
-
else:
|
165 |
-
model=f'/notebooks/sd/stable-diffusion-webui/models/Stable-diffusion/{modelname}'
|
166 |
-
if os.path.exists(model):
|
167 |
-
call('rm '+model, shell=True)
|
168 |
-
gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)
|
169 |
-
|
170 |
-
if os.path.exists(model) and os.path.getsize(model) > 1810671599:
|
171 |
-
clear_output()
|
172 |
-
print('[1;32mModel downloaded, using the trained model.')
|
173 |
-
else:
|
174 |
-
print('[1;31mWrong link, check that the link is valid')
|
175 |
-
|
176 |
-
else:
|
177 |
-
if Original_Model_Version == "v1.5":
|
178 |
-
model="/datasets/stable-diffusion-classic/SDv1.5.ckpt"
|
179 |
-
print('[1;32mUsing the original V1.5 model')
|
180 |
-
elif Original_Model_Version == "v2-512":
|
181 |
-
model="/datasets/stable-diffusion-v2-1-base-diffusers/stable-diffusion-2-1-base/v2-1_512-nonema-pruned.safetensors"
|
182 |
-
print('[1;32mUsing the original V2-512 model')
|
183 |
-
elif Original_Model_Version == "v2-768":
|
184 |
-
model="/datasets/stable-diffusion-v2-1/stable-diffusion-2-1/v2-1_768-nonema-pruned.safetensors"
|
185 |
-
print('[1;32mUsing the original V2-768 model')
|
186 |
-
elif Original_Model_Version == "SDXL":
|
187 |
-
model="/notebooks/sd/stable-diffusion-webui/models/Stable-diffusion/sd_xl_base_1.0.safetensors"
|
188 |
-
if not os.path.exists('/notebooks/sd/stable-diffusion-webui/models/Stable-diffusion/sd_xl_base_1.0.safetensors'):
|
189 |
-
print('[1;33mDownloading SDXL...')
|
190 |
-
call('gdown -O '+model+' https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors', shell=True)
|
191 |
-
clear_output()
|
192 |
-
print('[1;32mUsing the original SDXL model')
|
193 |
-
else:
|
194 |
-
model=""
|
195 |
-
print('[1;31mWrong model version')
|
196 |
-
try:
|
197 |
-
model
|
198 |
-
except:
|
199 |
-
model="/notebooks/sd/stable-diffusion-webui/models/Stable-diffusion"
|
200 |
-
|
201 |
-
return model
|
202 |
|
203 |
|
204 |
|
@@ -207,41 +157,8 @@ def mdls(Original_Model_Version, Path_to_MODEL, MODEL_LINK, Temporary_Storage):
|
|
207 |
import gdown
|
208 |
from gdown.download import get_url_from_gdrive_confirmation
|
209 |
|
210 |
-
def getsrc(url):
|
211 |
-
parsed_url = urlparse(url)
|
212 |
-
if parsed_url.netloc == 'civitai.com':
|
213 |
-
src='civitai'
|
214 |
-
elif parsed_url.netloc == 'drive.google.com':
|
215 |
-
src='gdrive'
|
216 |
-
elif parsed_url.netloc == 'huggingface.co':
|
217 |
-
src='huggingface'
|
218 |
-
else:
|
219 |
-
src='others'
|
220 |
-
return src
|
221 |
-
|
222 |
src=getsrc(MODEL_LINK)
|
223 |
|
224 |
-
def get_name(url, gdrive):
|
225 |
-
if not gdrive:
|
226 |
-
response = requests.get(url, allow_redirects=False)
|
227 |
-
if "Location" in response.headers:
|
228 |
-
redirected_url = response.headers["Location"]
|
229 |
-
quer = parse_qs(urlparse(redirected_url).query)
|
230 |
-
if "response-content-disposition" in quer:
|
231 |
-
disp_val = quer["response-content-disposition"][0].split(";")
|
232 |
-
for vals in disp_val:
|
233 |
-
if vals.strip().startswith("filename="):
|
234 |
-
filenm=unquote(vals.split("=", 1)[1].strip())
|
235 |
-
return filenm.replace("\"","")
|
236 |
-
else:
|
237 |
-
headers = {"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36"}
|
238 |
-
lnk="https://drive.google.com/uc?id={id}&export=download".format(id=url[url.find("/d/")+3:url.find("/view")])
|
239 |
-
res = requests.session().get(lnk, headers=headers, stream=True, verify=True)
|
240 |
-
res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)
|
241 |
-
content_disposition = six.moves.urllib_parse.unquote(res.headers["Content-Disposition"])
|
242 |
-
filenm = re.search(r"filename\*=UTF-8''(.*)", content_disposition).groups()[0].replace(os.path.sep, "_")
|
243 |
-
return filenm
|
244 |
-
|
245 |
call('ln -s /datasets/stable-diffusion-classic/SDv1.5.ckpt /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
246 |
call('ln -s /datasets/stable-diffusion-v2-1-base-diffusers/stable-diffusion-2-1-base/v2-1_512-nonema-pruned.safetensors /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
247 |
call('ln -s /datasets/stable-diffusion-v2-1/stable-diffusion-2-1/v2-1_768-nonema-pruned.safetensors /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
@@ -326,6 +243,45 @@ def mdls(Original_Model_Version, Path_to_MODEL, MODEL_LINK, Temporary_Storage):
|
|
326 |
|
327 |
|
328 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
329 |
def CN(ControlNet_Model, ControlNet_v2_Model):
|
330 |
|
331 |
def download(url, model_dir):
|
@@ -470,6 +426,44 @@ def sdui(User, Password, model):
|
|
470 |
return configf
|
471 |
|
472 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
473 |
def done():
|
474 |
done = widgets.Button(
|
475 |
description='Done!',
|
|
|
125 |
os.chdir('/notebooks')
|
126 |
|
127 |
|
128 |
+
|
129 |
def repo():
|
130 |
|
131 |
print('[1;32mInstalling/Updating the repo...')
|
|
|
149 |
done()
|
150 |
|
151 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
152 |
|
153 |
|
154 |
|
|
|
157 |
import gdown
|
158 |
from gdown.download import get_url_from_gdrive_confirmation
|
159 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
160 |
src=getsrc(MODEL_LINK)
|
161 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
162 |
call('ln -s /datasets/stable-diffusion-classic/SDv1.5.ckpt /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
163 |
call('ln -s /datasets/stable-diffusion-v2-1-base-diffusers/stable-diffusion-2-1-base/v2-1_512-nonema-pruned.safetensors /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
164 |
call('ln -s /datasets/stable-diffusion-v2-1/stable-diffusion-2-1/v2-1_768-nonema-pruned.safetensors /notebooks/sd/stable-diffusion-webui/models/Stable-diffusion', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w'))
|
|
|
243 |
|
244 |
|
245 |
|
246 |
+
def loradwn(LoRA_LINK):
|
247 |
+
|
248 |
+
os.makedirs('/notebooks/sd/stable-diffusion-webui/models/Lora', exist_ok=True)
|
249 |
+
|
250 |
+
src=getsrc(LoRA_LINK)
|
251 |
+
|
252 |
+
if src=='civitai':
|
253 |
+
modelname=get_name(LoRA_LINK, False)
|
254 |
+
loramodel=f'/notebooks/sd/stable-diffusion-webui/models/Lora/{modelname}'
|
255 |
+
if not os.path.exists(loramodel):
|
256 |
+
dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model')
|
257 |
+
clear_output()
|
258 |
+
else:
|
259 |
+
print('[1;33mModel already exists')
|
260 |
+
elif src=='gdrive':
|
261 |
+
modelname=get_name(LoRA_LINK, True)
|
262 |
+
loramodel=f'/notebooks/sd/stable-diffusion-webui/models/Lora/{modelname}'
|
263 |
+
if not os.path.exists(loramodel):
|
264 |
+
gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)
|
265 |
+
clear_output()
|
266 |
+
else:
|
267 |
+
print('[1;33mModel already exists')
|
268 |
+
else:
|
269 |
+
modelname=os.path.basename(LoRA_LINK)
|
270 |
+
loramodel=f'/notebooks/sd/stable-diffusion-webui/models/Lora/{modelname}'
|
271 |
+
if not os.path.exists(loramodel):
|
272 |
+
gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)
|
273 |
+
clear_output()
|
274 |
+
else:
|
275 |
+
print('[1;33mModel already exists')
|
276 |
+
|
277 |
+
if os.path.exists(loramodel) :
|
278 |
+
print('[1;32mLoRA downloaded')
|
279 |
+
else:
|
280 |
+
print('[1;31mWrong link, check that the link is valid')
|
281 |
+
|
282 |
+
|
283 |
+
|
284 |
+
|
285 |
def CN(ControlNet_Model, ControlNet_v2_Model):
|
286 |
|
287 |
def download(url, model_dir):
|
|
|
426 |
return configf
|
427 |
|
428 |
|
429 |
+
|
430 |
+
def getsrc(url):
|
431 |
+
parsed_url = urlparse(url)
|
432 |
+
if parsed_url.netloc == 'civitai.com':
|
433 |
+
src='civitai'
|
434 |
+
elif parsed_url.netloc == 'drive.google.com':
|
435 |
+
src='gdrive'
|
436 |
+
elif parsed_url.netloc == 'huggingface.co':
|
437 |
+
src='huggingface'
|
438 |
+
else:
|
439 |
+
src='others'
|
440 |
+
return src
|
441 |
+
|
442 |
+
|
443 |
+
|
444 |
+
def get_name(url, gdrive):
|
445 |
+
if not gdrive:
|
446 |
+
response = requests.get(url, allow_redirects=False)
|
447 |
+
if "Location" in response.headers:
|
448 |
+
redirected_url = response.headers["Location"]
|
449 |
+
quer = parse_qs(urlparse(redirected_url).query)
|
450 |
+
if "response-content-disposition" in quer:
|
451 |
+
disp_val = quer["response-content-disposition"][0].split(";")
|
452 |
+
for vals in disp_val:
|
453 |
+
if vals.strip().startswith("filename="):
|
454 |
+
filenm=unquote(vals.split("=", 1)[1].strip())
|
455 |
+
return filenm.replace("\"","")
|
456 |
+
else:
|
457 |
+
headers = {"User-Agent": "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36"}
|
458 |
+
lnk="https://drive.google.com/uc?id={id}&export=download".format(id=url[url.find("/d/")+3:url.find("/view")])
|
459 |
+
res = requests.session().get(lnk, headers=headers, stream=True, verify=True)
|
460 |
+
res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)
|
461 |
+
content_disposition = six.moves.urllib_parse.unquote(res.headers["Content-Disposition"])
|
462 |
+
filenm = re.search(r"filename\*=UTF-8''(.*)", content_disposition).groups()[0].replace(os.path.sep, "_")
|
463 |
+
return filenm
|
464 |
+
|
465 |
+
|
466 |
+
|
467 |
def done():
|
468 |
done = widgets.Button(
|
469 |
description='Done!',
|
Scripts/mainpaperspacev1.py
CHANGED
@@ -151,34 +151,6 @@ def downloadmodel_hf(Path_to_HuggingFace):
|
|
151 |
|
152 |
|
153 |
|
154 |
-
def downloadmodel_pth(Model_Path, safetensors):
|
155 |
-
|
156 |
-
sftnsr=""
|
157 |
-
if safetensors:
|
158 |
-
sftnsr="--from_safetensors"
|
159 |
-
|
160 |
-
import wget
|
161 |
-
os.chdir('/notebooks')
|
162 |
-
clear_output()
|
163 |
-
if os.path.exists(str(Model_Path)):
|
164 |
-
call('wget -q -O config.yaml https://github.com/CompVis/stable-diffusion/raw/main/configs/stable-diffusion/v1-inference.yaml', shell=True)
|
165 |
-
call('python /diffusers/scripts/convert_original_stable_diffusion_to_diffusers.py --checkpoint_path '+Model_Path+' --dump_path /models/stable-diffusion-custom --original_config_file config.yaml '+sftnsr, shell=True)
|
166 |
-
clear_output()
|
167 |
-
|
168 |
-
call('rm config.yaml', shell=True)
|
169 |
-
if os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
170 |
-
clear_output()
|
171 |
-
done()
|
172 |
-
while not os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
173 |
-
print('[1;31mConversion error')
|
174 |
-
time.sleep(5)
|
175 |
-
else:
|
176 |
-
while not os.path.exists(str(Model_Path)):
|
177 |
-
print('[1;31mWrong path, use the file explorer to copy the path')
|
178 |
-
time.sleep(5)
|
179 |
-
|
180 |
-
|
181 |
-
|
182 |
|
183 |
def downloadmodel_path(MODEL_PATH):
|
184 |
|
@@ -207,41 +179,7 @@ def downloadmodel_path(MODEL_PATH):
|
|
207 |
print('[1;31mWrong path, use the file explorer to copy the path')
|
208 |
time.sleep(5)
|
209 |
|
210 |
-
|
211 |
-
|
212 |
-
def downloadmodel_lnk(Model_Link, safetensors):
|
213 |
-
|
214 |
-
sftnsr=""
|
215 |
-
if not safetensors:
|
216 |
-
modelnm="model.ckpt"
|
217 |
-
else:
|
218 |
-
modelnm="model.safetensors"
|
219 |
-
sftnsr="--from_safetensors"
|
220 |
-
|
221 |
-
import wget
|
222 |
-
os.chdir('/notebooks')
|
223 |
-
call("gdown --fuzzy " +Model_Link+ " -O /models/"+modelnm, shell=True)
|
224 |
-
|
225 |
-
if os.path.exists("/models/"+modelnm):
|
226 |
-
if os.path.getsize("/models/"+modelnm) > 1810671599:
|
227 |
-
call('wget -q -O config.yaml https://github.com/CompVis/stable-diffusion/raw/main/configs/stable-diffusion/v1-inference.yaml', shell=True)
|
228 |
-
call('python /diffusers/scripts/convert_original_stable_diffusion_to_diffusers.py --checkpoint_path /models/'+modelnm+' --dump_path /models/stable-diffusion-custom --original_config_file config.yaml '+sftnsr, shell=True)
|
229 |
-
clear_output()
|
230 |
-
|
231 |
-
call('rm config.yaml', shell=True)
|
232 |
-
if os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
233 |
-
call('rm /models/'+modelnm, shell=True)
|
234 |
-
clear_output()
|
235 |
-
done()
|
236 |
-
else:
|
237 |
-
while not os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
238 |
-
print('[1;31mConversion error')
|
239 |
-
time.sleep(5)
|
240 |
-
else:
|
241 |
-
while os.path.getsize("/models/"+modelnm) < 1810671599:
|
242 |
-
print('[1;31mWrong link, check that the link is valid')
|
243 |
-
time.sleep(5)
|
244 |
-
|
245 |
|
246 |
|
247 |
def downloadmodel_link(MODEL_LINK):
|
@@ -324,24 +262,6 @@ def downloadmodel_link(MODEL_LINK):
|
|
324 |
|
325 |
|
326 |
|
327 |
-
def dl(Path_to_HuggingFace, Model_Path, Model_Link, safetensors):
|
328 |
-
|
329 |
-
if Path_to_HuggingFace != "":
|
330 |
-
downloadmodel_hf(Path_to_HuggingFace)
|
331 |
-
MODEL_NAME="/models/stable-diffusion-custom"
|
332 |
-
elif Model_Path !="":
|
333 |
-
downloadmodel_pth(Model_Path, safetensors)
|
334 |
-
MODEL_NAME="/models/stable-diffusion-custom"
|
335 |
-
elif Model_Link !="":
|
336 |
-
downloadmodel_lnk(Model_Link, safetensors)
|
337 |
-
MODEL_NAME="/models/stable-diffusion-custom"
|
338 |
-
else:
|
339 |
-
MODEL_NAME="/datasets/stable-diffusion-diffusers/stable-diffusion-v1-5"
|
340 |
-
print('[1;32mUsing the original V1.5 model')
|
341 |
-
|
342 |
-
return MODEL_NAME
|
343 |
-
|
344 |
-
|
345 |
|
346 |
def dls(Path_to_HuggingFace, Model_Path, Model_Link):
|
347 |
|
|
|
151 |
|
152 |
|
153 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
154 |
|
155 |
def downloadmodel_path(MODEL_PATH):
|
156 |
|
|
|
179 |
print('[1;31mWrong path, use the file explorer to copy the path')
|
180 |
time.sleep(5)
|
181 |
|
182 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
183 |
|
184 |
|
185 |
def downloadmodel_link(MODEL_LINK):
|
|
|
262 |
|
263 |
|
264 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
265 |
|
266 |
def dls(Path_to_HuggingFace, Model_Path, Model_Link):
|
267 |
|
Scripts/mainpaperspacev2.py
CHANGED
@@ -113,6 +113,7 @@ def ntbk():
|
|
113 |
os.chdir('/notebooks')
|
114 |
|
115 |
|
|
|
116 |
def downloadmodel_hfv2(Path_to_HuggingFace):
|
117 |
import wget
|
118 |
|
@@ -148,48 +149,7 @@ def downloadmodel_hfv2(Path_to_HuggingFace):
|
|
148 |
|
149 |
|
150 |
|
151 |
-
def downloadmodel_pthv2(Model_Path, safetensors):
|
152 |
-
|
153 |
-
sftnsr=""
|
154 |
-
if safetensors:
|
155 |
-
sftnsr="--from_safetensors"
|
156 |
|
157 |
-
import wget
|
158 |
-
os.chdir('/models')
|
159 |
-
clear_output()
|
160 |
-
if os.path.exists(str(Model_Path)):
|
161 |
-
|
162 |
-
wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
|
163 |
-
print('[1;33mDetecting model version...')
|
164 |
-
Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+Model_Path, shell=True).decode('utf-8').replace('\n', '')
|
165 |
-
clear_output()
|
166 |
-
print('[1;32m'+Custom_Model_Version+' Detected')
|
167 |
-
call('rm det.py', shell=True)
|
168 |
-
|
169 |
-
if Custom_Model_Version=='V2.1-512px':
|
170 |
-
call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
|
171 |
-
call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
|
172 |
-
elif Custom_Model_Version=='V2.1-768px':
|
173 |
-
call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
|
174 |
-
call('python convertodiffv2.py '+Model_Path+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
|
175 |
-
|
176 |
-
call('rm convertodiffv2.py', shell=True)
|
177 |
-
if os.path.exists('stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
178 |
-
os.chdir('/notebooks')
|
179 |
-
clear_output()
|
180 |
-
done()
|
181 |
-
while not os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
182 |
-
print('[1;31mConversion error')
|
183 |
-
os.chdir('/notebooks')
|
184 |
-
time.sleep(5)
|
185 |
-
else:
|
186 |
-
while not os.path.exists(str(Model_Path)):
|
187 |
-
print('[1;31mWrong path, use the file explorer to copy the path')
|
188 |
-
os.chdir('/notebooks')
|
189 |
-
time.sleep(5)
|
190 |
-
|
191 |
-
|
192 |
-
|
193 |
|
194 |
def downloadmodel_path_v2(MODEL_PATH):
|
195 |
|
@@ -235,57 +195,6 @@ def downloadmodel_path_v2(MODEL_PATH):
|
|
235 |
|
236 |
|
237 |
|
238 |
-
def downloadmodel_lnkv2(Model_Link, safetensors):
|
239 |
-
|
240 |
-
sftnsr=""
|
241 |
-
if not safetensors:
|
242 |
-
modelnm="model.ckpt"
|
243 |
-
else:
|
244 |
-
modelnm="model.safetensors"
|
245 |
-
sftnsr="--from_safetensors"
|
246 |
-
|
247 |
-
import wget
|
248 |
-
os.chdir('/models')
|
249 |
-
call("gdown --fuzzy " +Model_Link+ " -O /models/"+modelnm, shell=True)
|
250 |
-
|
251 |
-
if os.path.exists("/models/"+modelnm):
|
252 |
-
if os.path.getsize("/models/"+modelnm) > 1810671599:
|
253 |
-
|
254 |
-
wget.download('https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/det.py')
|
255 |
-
print('[1;33mDetecting model version...')
|
256 |
-
Custom_Model_Version=check_output('python det.py '+sftnsr+' --MODEL_PATH '+modelnm, shell=True).decode('utf-8').replace('\n', '')
|
257 |
-
clear_output()
|
258 |
-
print('[1;32m'+Custom_Model_Version+' Detected')
|
259 |
-
call('rm det.py', shell=True)
|
260 |
-
|
261 |
-
if Custom_Model_Version=='V2.1-512px':
|
262 |
-
call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2.py', shell=True)
|
263 |
-
call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1-base '+sftnsr, shell=True)
|
264 |
-
|
265 |
-
elif Custom_Model_Version=='V2.1-768px':
|
266 |
-
call('wget -q -O convertodiffv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertodiffv2-768.py', shell=True)
|
267 |
-
call('python convertodiffv2.py /models/'+modelnm+' stable-diffusion-custom --v2 --reference_model stabilityai/stable-diffusion-2-1 '+sftnsr, shell=True)
|
268 |
-
call('rm convertodiffv2.py', shell=True)
|
269 |
-
|
270 |
-
if os.path.exists('stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
271 |
-
call('rm /models/'+modelnm, shell=True)
|
272 |
-
os.chdir('/notebooks')
|
273 |
-
clear_output()
|
274 |
-
done()
|
275 |
-
else:
|
276 |
-
while not os.path.exists('/models/stable-diffusion-custom/unet/diffusion_pytorch_model.bin'):
|
277 |
-
print('[1;31mConversion error')
|
278 |
-
os.chdir('/notebooks')
|
279 |
-
time.sleep(5)
|
280 |
-
else:
|
281 |
-
while os.path.getsize("/models/"+modelnm) < 1810671599:
|
282 |
-
print('[1;31mWrong link, check that the link is valid')
|
283 |
-
os.chdir('/notebooks')
|
284 |
-
time.sleep(5)
|
285 |
-
|
286 |
-
|
287 |
-
|
288 |
-
|
289 |
def downloadmodel_link_v2(MODEL_LINK):
|
290 |
|
291 |
import wget
|
@@ -381,33 +290,6 @@ def downloadmodel_link_v2(MODEL_LINK):
|
|
381 |
|
382 |
|
383 |
|
384 |
-
|
385 |
-
def dlv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version, safetensors):
|
386 |
-
|
387 |
-
if Path_to_HuggingFace != "":
|
388 |
-
downloadmodel_hfv2(Path_to_HuggingFace)
|
389 |
-
MODEL_NAMEv2="/models/stable-diffusion-custom"
|
390 |
-
elif Model_Path !="":
|
391 |
-
downloadmodel_pthv2(Model_Path, safetensors)
|
392 |
-
MODEL_NAMEv2="/models/stable-diffusion-custom"
|
393 |
-
elif Model_Link !="":
|
394 |
-
downloadmodel_lnkv2(Model_Link, safetensors)
|
395 |
-
MODEL_NAMEv2="/models/stable-diffusion-custom"
|
396 |
-
else:
|
397 |
-
if Model_Version=="512":
|
398 |
-
MODEL_NAMEv2="/datasets/stable-diffusion-v2-1-base-diffusers/stable-diffusion-2-1-base"
|
399 |
-
print('[1;32mUsing the original V2-512 model')
|
400 |
-
elif Model_Version=="768":
|
401 |
-
MODEL_NAMEv2="/datasets/stable-diffusion-v2-1/stable-diffusion-2-1"
|
402 |
-
print('[1;32mUsing the original V2-768 model')
|
403 |
-
else:
|
404 |
-
MODEL_NAMEv2=""
|
405 |
-
print('[1;31mWrong model version')
|
406 |
-
|
407 |
-
return MODEL_NAMEv2
|
408 |
-
|
409 |
-
|
410 |
-
|
411 |
|
412 |
def dlsv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version):
|
413 |
|
|
|
113 |
os.chdir('/notebooks')
|
114 |
|
115 |
|
116 |
+
|
117 |
def downloadmodel_hfv2(Path_to_HuggingFace):
|
118 |
import wget
|
119 |
|
|
|
149 |
|
150 |
|
151 |
|
|
|
|
|
|
|
|
|
|
|
152 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
153 |
|
154 |
def downloadmodel_path_v2(MODEL_PATH):
|
155 |
|
|
|
195 |
|
196 |
|
197 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
198 |
def downloadmodel_link_v2(MODEL_LINK):
|
199 |
|
200 |
import wget
|
|
|
290 |
|
291 |
|
292 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
293 |
|
294 |
def dlsv2(Path_to_HuggingFace, Model_Path, Model_Link, Model_Version):
|
295 |
|