Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -171,77 +171,77 @@ def run_lora(prompt, image_input, image_strength, cfg_scale, steps, selected_ind
|
|
171 |
|
172 |
yield final_image, seed, gr.update(value=progress_bar, visible=False)
|
173 |
|
174 |
-
def get_huggingface_safetensors(link):
|
175 |
-
split_link = link.split("/")
|
176 |
-
if(len(split_link) == 2):
|
177 |
-
model_card = ModelCard.load(link)
|
178 |
-
base_model = model_card.data.get("base_model")
|
179 |
-
print(base_model)
|
180 |
-
if((base_model != "black-forest-labs/FLUX.1-dev") and (base_model != "black-forest-labs/FLUX.1-schnell")):
|
181 |
-
raise Exception("Not a FLUX LoRA!")
|
182 |
-
image_path = model_card.data.get("widget", [{}])[0].get("output", {}).get("url", None)
|
183 |
-
trigger_word = model_card.data.get("instance_prompt", "")
|
184 |
-
image_url = f"https://huggingface.co/{link}/resolve/main/{image_path}" if image_path else None
|
185 |
-
fs = HfFileSystem()
|
186 |
-
try:
|
187 |
-
list_of_files = fs.ls(link, detail=False)
|
188 |
-
for file in list_of_files:
|
189 |
-
if(file.endswith(".safetensors")):
|
190 |
-
safetensors_name = file.split("/")[-1]
|
191 |
-
if (not image_url and file.lower().endswith((".jpg", ".jpeg", ".png", ".webp"))):
|
192 |
-
image_elements = file.split("/")
|
193 |
-
image_url = f"https://huggingface.co/{link}/resolve/main/{image_elements[-1]}"
|
194 |
-
except Exception as e:
|
195 |
-
print(e)
|
196 |
-
gr.Warning(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
|
197 |
-
raise Exception(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
|
198 |
-
return split_link[1], link, safetensors_name, trigger_word, image_url
|
199 |
|
200 |
-
def check_custom_model(link):
|
201 |
-
if(link.startswith("https://")):
|
202 |
-
if(link.startswith("https://huggingface.co") or link.startswith("https://www.huggingface.co")):
|
203 |
-
link_split = link.split("huggingface.co/")
|
204 |
-
return get_huggingface_safetensors(link_split[1])
|
205 |
-
else:
|
206 |
-
return get_huggingface_safetensors(link)
|
207 |
|
208 |
-
def add_custom_lora(custom_lora):
|
209 |
-
global loras
|
210 |
-
if(custom_lora):
|
211 |
-
try:
|
212 |
-
title, repo, path, trigger_word, image = check_custom_model(custom_lora)
|
213 |
-
print(f"Loaded custom LoRA: {repo}")
|
214 |
-
card = f'''
|
215 |
-
<div class="custom_lora_card">
|
216 |
-
<span>Loaded custom LoRA:</span>
|
217 |
-
<div class="card_internal">
|
218 |
-
<img src="{image}" />
|
219 |
-
<div>
|
220 |
-
<h3>{title}</h3>
|
221 |
-
<small>{"Using: <code><b>"+trigger_word+"</code></b> as the trigger word" if trigger_word else "No trigger word found. If there's a trigger word, include it in your prompt"}<br></small>
|
222 |
-
</div>
|
223 |
-
</div>
|
224 |
-
</div>
|
225 |
-
'''
|
226 |
-
existing_item_index = next((index for (index, item) in enumerate(loras) if item['repo'] == repo), None)
|
227 |
-
if(not existing_item_index):
|
228 |
-
new_item = {
|
229 |
-
"image": image,
|
230 |
-
"title": title,
|
231 |
-
"repo": repo,
|
232 |
-
"weights": path,
|
233 |
-
"trigger_word": trigger_word
|
234 |
-
}
|
235 |
-
print(new_item)
|
236 |
-
existing_item_index = len(loras)
|
237 |
-
loras.append(new_item)
|
238 |
-
|
239 |
-
return gr.update(visible=True, value=card), gr.update(visible=True), gr.Gallery(selected_index=None), f"Custom: {path}", existing_item_index, trigger_word
|
240 |
-
except Exception as e:
|
241 |
-
gr.Warning(f"Invalid LoRA: either you entered an invalid link, or a non-FLUX LoRA")
|
242 |
-
return gr.update(visible=True, value=f"Invalid LoRA: either you entered an invalid link, a non-FLUX LoRA"), gr.update(visible=True), gr.update(), "", None, ""
|
243 |
-
else:
|
244 |
-
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
245 |
|
246 |
def remove_custom_lora():
|
247 |
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
@@ -287,11 +287,11 @@ with gr.Blocks(theme=gr.themes.Soft(font=font), css=css, delete_cache=(60, 60))
|
|
287 |
elem_id="gallery",
|
288 |
show_share_button=False
|
289 |
)
|
290 |
-
with gr.Group():
|
291 |
-
custom_lora = gr.Textbox(label="Custom LoRA", info="LoRA Hugging Face path", placeholder="nftnik/NFTNIK-FLUX.1-dev-LoRA")
|
292 |
-
gr.Markdown("", elem_id="lora_list")
|
293 |
-
custom_lora_info = gr.HTML(visible=False)
|
294 |
-
custom_lora_button = gr.Button("Remove custom LoRA", visible=False)
|
295 |
with gr.Column():
|
296 |
progress_bar = gr.Markdown(elem_id="progress",visible=False)
|
297 |
result = gr.Image(label="Generated Image")
|
@@ -320,14 +320,14 @@ with gr.Blocks(theme=gr.themes.Soft(font=font), css=css, delete_cache=(60, 60))
|
|
320 |
inputs=[width, height],
|
321 |
outputs=[prompt, selected_info, selected_index, width, height]
|
322 |
)
|
323 |
-
custom_lora.input(
|
324 |
-
add_custom_lora,
|
325 |
-
inputs=[custom_lora],
|
326 |
-
outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, prompt]
|
327 |
)
|
328 |
-
custom_lora_button.click(
|
329 |
-
remove_custom_lora,
|
330 |
-
outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, custom_lora]
|
331 |
)
|
332 |
gr.on(
|
333 |
triggers=[generate_button.click, prompt.submit],
|
|
|
171 |
|
172 |
yield final_image, seed, gr.update(value=progress_bar, visible=False)
|
173 |
|
174 |
+
#def get_huggingface_safetensors(link):
|
175 |
+
# split_link = link.split("/")
|
176 |
+
# if(len(split_link) == 2):
|
177 |
+
# model_card = ModelCard.load(link)
|
178 |
+
# base_model = model_card.data.get("base_model")
|
179 |
+
# print(base_model)
|
180 |
+
# if((base_model != "black-forest-labs/FLUX.1-dev") and (base_model != "black-forest-labs/FLUX.1-schnell")):
|
181 |
+
# raise Exception("Not a FLUX LoRA!")
|
182 |
+
# image_path = model_card.data.get("widget", [{}])[0].get("output", {}).get("url", None)
|
183 |
+
# trigger_word = model_card.data.get("instance_prompt", "")
|
184 |
+
# image_url = f"https://huggingface.co/{link}/resolve/main/{image_path}" if image_path else None
|
185 |
+
# fs = HfFileSystem()
|
186 |
+
# try:
|
187 |
+
# list_of_files = fs.ls(link, detail=False)
|
188 |
+
# for file in list_of_files:
|
189 |
+
# if(file.endswith(".safetensors")):
|
190 |
+
# safetensors_name = file.split("/")[-1]
|
191 |
+
# if (not image_url and file.lower().endswith((".jpg", ".jpeg", ".png", ".webp"))):
|
192 |
+
# image_elements = file.split("/")
|
193 |
+
# image_url = f"https://huggingface.co/{link}/resolve/main/{image_elements[-1]}"
|
194 |
+
# except Exception as e:
|
195 |
+
# print(e)
|
196 |
+
# gr.Warning(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
|
197 |
+
# raise Exception(f"You didn't include a link neither a valid Hugging Face repository with a *.safetensors LoRA")
|
198 |
+
# return split_link[1], link, safetensors_name, trigger_word, image_url
|
199 |
|
200 |
+
#def check_custom_model(link):
|
201 |
+
# if(link.startswith("https://")):
|
202 |
+
# if(link.startswith("https://huggingface.co") or link.startswith("https://www.huggingface.co")):
|
203 |
+
# link_split = link.split("huggingface.co/")
|
204 |
+
# return get_huggingface_safetensors(link_split[1])
|
205 |
+
# else:
|
206 |
+
# return get_huggingface_safetensors(link)
|
207 |
|
208 |
+
#def add_custom_lora(custom_lora):
|
209 |
+
# global loras
|
210 |
+
# if(custom_lora):
|
211 |
+
# try:
|
212 |
+
# title, repo, path, trigger_word, image = check_custom_model(custom_lora)
|
213 |
+
# print(f"Loaded custom LoRA: {repo}")
|
214 |
+
# card = f'''
|
215 |
+
# <div class="custom_lora_card">
|
216 |
+
# <span>Loaded custom LoRA:</span>
|
217 |
+
# <div class="card_internal">
|
218 |
+
# <img src="{image}" />
|
219 |
+
# <div>
|
220 |
+
# <h3>{title}</h3>
|
221 |
+
# <small>{"Using: <code><b>"+trigger_word+"</code></b> as the trigger word" if trigger_word else "No trigger word found. If there's a trigger word, include it in your prompt"}<br></small>
|
222 |
+
# </div>
|
223 |
+
# </div>
|
224 |
+
# </div>
|
225 |
+
# '''
|
226 |
+
# existing_item_index = next((index for (index, item) in enumerate(loras) if item['repo'] == repo), None)
|
227 |
+
# if(not existing_item_index):
|
228 |
+
# new_item = {
|
229 |
+
# "image": image,
|
230 |
+
# "title": title,
|
231 |
+
# "repo": repo,
|
232 |
+
# "weights": path,
|
233 |
+
# "trigger_word": trigger_word
|
234 |
+
# }
|
235 |
+
# print(new_item)
|
236 |
+
# existing_item_index = len(loras)
|
237 |
+
# loras.append(new_item)
|
238 |
+
#
|
239 |
+
# return gr.update(visible=True, value=card), gr.update(visible=True), gr.Gallery(selected_index=None), f"Custom: {path}", existing_item_index, trigger_word
|
240 |
+
# except Exception as e:
|
241 |
+
# gr.Warning(f"Invalid LoRA: either you entered an invalid link, or a non-FLUX LoRA")
|
242 |
+
# return gr.update(visible=True, value=f"Invalid LoRA: either you entered an invalid link, a non-FLUX LoRA"), gr.update(visible=True), gr.update(), "", None, ""
|
243 |
+
# else:
|
244 |
+
# return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
245 |
|
246 |
def remove_custom_lora():
|
247 |
return gr.update(visible=False), gr.update(visible=False), gr.update(), "", None, ""
|
|
|
287 |
elem_id="gallery",
|
288 |
show_share_button=False
|
289 |
)
|
290 |
+
# with gr.Group():
|
291 |
+
# custom_lora = gr.Textbox(label="Custom LoRA", info="LoRA Hugging Face path", placeholder="nftnik/NFTNIK-FLUX.1-dev-LoRA")
|
292 |
+
# gr.Markdown("", elem_id="lora_list")
|
293 |
+
# custom_lora_info = gr.HTML(visible=False)
|
294 |
+
# custom_lora_button = gr.Button("Remove custom LoRA", visible=False)
|
295 |
with gr.Column():
|
296 |
progress_bar = gr.Markdown(elem_id="progress",visible=False)
|
297 |
result = gr.Image(label="Generated Image")
|
|
|
320 |
inputs=[width, height],
|
321 |
outputs=[prompt, selected_info, selected_index, width, height]
|
322 |
)
|
323 |
+
# custom_lora.input(
|
324 |
+
# add_custom_lora,
|
325 |
+
# inputs=[custom_lora],
|
326 |
+
# outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, prompt]
|
327 |
)
|
328 |
+
# custom_lora_button.click(
|
329 |
+
# remove_custom_lora,
|
330 |
+
# outputs=[custom_lora_info, custom_lora_button, gallery, selected_info, selected_index, custom_lora]
|
331 |
)
|
332 |
gr.on(
|
333 |
triggers=[generate_button.click, prompt.submit],
|