Spaces:
Running
on
Zero
Running
on
Zero
Commit
·
b6a8c7c
1
Parent(s):
39eaa3c
Update app.py
Browse files
app.py
CHANGED
|
@@ -10,6 +10,7 @@ import copy
|
|
| 10 |
import json
|
| 11 |
import gc
|
| 12 |
import random
|
|
|
|
| 13 |
with open("sdxl_loras.json", "r") as file:
|
| 14 |
data = json.load(file)
|
| 15 |
sdxl_loras_raw = [
|
|
@@ -24,7 +25,8 @@ with open("sdxl_loras.json", "r") as file:
|
|
| 24 |
"text_embedding_weights": item.get("text_embedding_weights", None),
|
| 25 |
"likes": item.get("likes", 0),
|
| 26 |
"downloads": item.get("downloads", 0),
|
| 27 |
-
"is_nc": item.get("is_nc", False)
|
|
|
|
| 28 |
}
|
| 29 |
for item in data
|
| 30 |
]
|
|
@@ -46,6 +48,11 @@ for item in sdxl_loras_raw:
|
|
| 46 |
"state_dict": state_dict
|
| 47 |
}
|
| 48 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 49 |
vae = AutoencoderKL.from_pretrained(
|
| 50 |
"madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16
|
| 51 |
)
|
|
@@ -60,7 +67,14 @@ pipe.to(device)
|
|
| 60 |
last_lora = ""
|
| 61 |
last_merged = False
|
| 62 |
last_fused = False
|
| 63 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 64 |
lora_repo = sdxl_loras[selected_state.index]["repo"]
|
| 65 |
instance_prompt = sdxl_loras[selected_state.index]["trigger_word"]
|
| 66 |
new_placeholder = "Type a prompt. This LoRA applies for all prompts, no need for a trigger word" if instance_prompt == "" else "Type a prompt to use your selected LoRA"
|
|
@@ -103,6 +117,12 @@ def update_selection(selected_state: gr.SelectData, sdxl_loras):
|
|
| 103 |
- [SD.Next guide](https://github.com/vladmandic/automatic)
|
| 104 |
- [AUTOMATIC1111 guide](https://stable-diffusion-art.com/lora/)
|
| 105 |
'''
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 106 |
return (
|
| 107 |
updated_text,
|
| 108 |
instance_prompt,
|
|
@@ -110,6 +130,7 @@ def update_selection(selected_state: gr.SelectData, sdxl_loras):
|
|
| 110 |
selected_state,
|
| 111 |
use_with_diffusers,
|
| 112 |
use_with_uis,
|
|
|
|
| 113 |
)
|
| 114 |
|
| 115 |
|
|
@@ -140,9 +161,17 @@ def merge_incompatible_lora(full_path_lora, lora_scale):
|
|
| 140 |
del lora_model
|
| 141 |
gc.collect()
|
| 142 |
|
| 143 |
-
def run_lora(prompt, negative, lora_scale, selected_state, sdxl_loras, progress=gr.Progress(track_tqdm=True)):
|
| 144 |
global last_lora, last_merged, last_fused, pipe
|
| 145 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 146 |
if negative == "":
|
| 147 |
negative = None
|
| 148 |
|
|
@@ -212,17 +241,22 @@ def swap_gallery(order, sdxl_loras):
|
|
| 212 |
sorted_gallery = sorted(sdxl_loras, key=lambda x: x.get(order, 0), reverse=True)
|
| 213 |
return [(item["image"], item["title"]) for item in sorted_gallery], sorted_gallery
|
| 214 |
|
|
|
|
|
|
|
| 215 |
|
| 216 |
with gr.Blocks(css="custom.css") as demo:
|
| 217 |
gr_sdxl_loras = gr.State(value=sdxl_loras_raw)
|
|
|
|
| 218 |
title = gr.HTML(
|
| 219 |
"""<h1><img src="https://i.imgur.com/vT48NAO.png" alt="LoRA"> LoRA the Explorer</h1>""",
|
| 220 |
elem_id="title",
|
| 221 |
)
|
| 222 |
selected_state = gr.State()
|
| 223 |
with gr.Row(elem_id="main_app"):
|
| 224 |
-
with gr.
|
| 225 |
order_gallery = gr.Radio(choices=["random", "likes"], value="random", label="Order by", elem_id="order_radio")
|
|
|
|
|
|
|
| 226 |
gallery = gr.Gallery(
|
| 227 |
#value=[(item["image"], item["title"]) for item in sdxl_loras],
|
| 228 |
label="SDXL LoRA Gallery",
|
|
@@ -251,7 +285,6 @@ with gr.Blocks(css="custom.css") as demo:
|
|
| 251 |
with gr.Accordion("Advanced options", open=False):
|
| 252 |
negative = gr.Textbox(label="Negative Prompt")
|
| 253 |
weight = gr.Slider(0, 10, value=0.8, step=0.1, label="LoRA weight")
|
| 254 |
-
|
| 255 |
with gr.Column(elem_id="extra_info"):
|
| 256 |
with gr.Accordion(
|
| 257 |
"Use it with: 🧨 diffusers, ComfyUI, Invoke AI, SD.Next, AUTO1111",
|
|
@@ -265,7 +298,7 @@ with gr.Blocks(css="custom.css") as demo:
|
|
| 265 |
submit_title = gr.Markdown(
|
| 266 |
"### Streamlined submission coming soon! Until then [suggest your LoRA in the community tab](https://huggingface.co/spaces/multimodalart/LoraTheExplorer/discussions) 🤗"
|
| 267 |
)
|
| 268 |
-
with gr.
|
| 269 |
submit_source = gr.Radio(
|
| 270 |
["Hugging Face", "CivitAI"],
|
| 271 |
label="LoRA source",
|
|
@@ -298,7 +331,14 @@ with gr.Blocks(css="custom.css") as demo:
|
|
| 298 |
gallery.select(
|
| 299 |
fn=update_selection,
|
| 300 |
inputs=[gr_sdxl_loras],
|
| 301 |
-
outputs=[prompt_title, prompt, prompt, selected_state, use_diffusers, use_uis],
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 302 |
queue=False,
|
| 303 |
show_progress=False
|
| 304 |
)
|
|
@@ -309,7 +349,7 @@ with gr.Blocks(css="custom.css") as demo:
|
|
| 309 |
show_progress=False
|
| 310 |
).success(
|
| 311 |
fn=run_lora,
|
| 312 |
-
inputs=[prompt, negative, weight, selected_state, gr_sdxl_loras],
|
| 313 |
outputs=[result, share_group],
|
| 314 |
)
|
| 315 |
button.click(
|
|
@@ -319,10 +359,10 @@ with gr.Blocks(css="custom.css") as demo:
|
|
| 319 |
show_progress=False
|
| 320 |
).success(
|
| 321 |
fn=run_lora,
|
| 322 |
-
inputs=[prompt, negative, weight, selected_state, gr_sdxl_loras],
|
| 323 |
outputs=[result, share_group],
|
| 324 |
)
|
| 325 |
-
share_button.click(None, [], [],
|
| 326 |
-
demo.load(fn=shuffle_gallery, inputs=[gr_sdxl_loras], outputs=[gallery, gr_sdxl_loras], queue=False)
|
| 327 |
demo.queue(max_size=20)
|
| 328 |
-
demo.launch()
|
|
|
|
| 10 |
import json
|
| 11 |
import gc
|
| 12 |
import random
|
| 13 |
+
from urllib.parse import quote
|
| 14 |
with open("sdxl_loras.json", "r") as file:
|
| 15 |
data = json.load(file)
|
| 16 |
sdxl_loras_raw = [
|
|
|
|
| 25 |
"text_embedding_weights": item.get("text_embedding_weights", None),
|
| 26 |
"likes": item.get("likes", 0),
|
| 27 |
"downloads": item.get("downloads", 0),
|
| 28 |
+
"is_nc": item.get("is_nc", False),
|
| 29 |
+
"new": item.get("new", False),
|
| 30 |
}
|
| 31 |
for item in data
|
| 32 |
]
|
|
|
|
| 48 |
"state_dict": state_dict
|
| 49 |
}
|
| 50 |
|
| 51 |
+
sdxl_loras_raw_new = [item for item in sdxl_loras_raw if item.get("new") == True]
|
| 52 |
+
|
| 53 |
+
sdxl_loras_raw = [item for item in sdxl_loras_raw if item.get("new") != True]
|
| 54 |
+
|
| 55 |
+
|
| 56 |
vae = AutoencoderKL.from_pretrained(
|
| 57 |
"madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16
|
| 58 |
)
|
|
|
|
| 67 |
last_lora = ""
|
| 68 |
last_merged = False
|
| 69 |
last_fused = False
|
| 70 |
+
js = '''
|
| 71 |
+
var button = document.getElementById('button');
|
| 72 |
+
// Add a click event listener to the button
|
| 73 |
+
button.addEventListener('click', function() {
|
| 74 |
+
element.classList.add('selected');
|
| 75 |
+
});
|
| 76 |
+
'''
|
| 77 |
+
def update_selection(selected_state: gr.SelectData, sdxl_loras, is_new=False):
|
| 78 |
lora_repo = sdxl_loras[selected_state.index]["repo"]
|
| 79 |
instance_prompt = sdxl_loras[selected_state.index]["trigger_word"]
|
| 80 |
new_placeholder = "Type a prompt. This LoRA applies for all prompts, no need for a trigger word" if instance_prompt == "" else "Type a prompt to use your selected LoRA"
|
|
|
|
| 117 |
- [SD.Next guide](https://github.com/vladmandic/automatic)
|
| 118 |
- [AUTOMATIC1111 guide](https://stable-diffusion-art.com/lora/)
|
| 119 |
'''
|
| 120 |
+
if(is_new):
|
| 121 |
+
if(selected_state.index == 0):
|
| 122 |
+
selected_state.index = -9999
|
| 123 |
+
else:
|
| 124 |
+
selected_state.index *= -1
|
| 125 |
+
|
| 126 |
return (
|
| 127 |
updated_text,
|
| 128 |
instance_prompt,
|
|
|
|
| 130 |
selected_state,
|
| 131 |
use_with_diffusers,
|
| 132 |
use_with_uis,
|
| 133 |
+
gr.Gallery(selected_index=None)
|
| 134 |
)
|
| 135 |
|
| 136 |
|
|
|
|
| 161 |
del lora_model
|
| 162 |
gc.collect()
|
| 163 |
|
| 164 |
+
def run_lora(prompt, negative, lora_scale, selected_state, sdxl_loras, sdxl_loras_new, progress=gr.Progress(track_tqdm=True)):
|
| 165 |
global last_lora, last_merged, last_fused, pipe
|
| 166 |
+
print("Index when running ", selected_state.index)
|
| 167 |
+
if(selected_state.index < 0):
|
| 168 |
+
if(selected_state.index == -9999):
|
| 169 |
+
selected_state.index = 0
|
| 170 |
+
else:
|
| 171 |
+
selected_state.index *= -1
|
| 172 |
+
sdxl_loras = sdxl_loras_new
|
| 173 |
+
print("Selected State: ", selected_state.index)
|
| 174 |
+
print(sdxl_loras[selected_state.index]["repo"])
|
| 175 |
if negative == "":
|
| 176 |
negative = None
|
| 177 |
|
|
|
|
| 241 |
sorted_gallery = sorted(sdxl_loras, key=lambda x: x.get(order, 0), reverse=True)
|
| 242 |
return [(item["image"], item["title"]) for item in sorted_gallery], sorted_gallery
|
| 243 |
|
| 244 |
+
def deselect():
|
| 245 |
+
return gr.Gallery(selected_index=None)
|
| 246 |
|
| 247 |
with gr.Blocks(css="custom.css") as demo:
|
| 248 |
gr_sdxl_loras = gr.State(value=sdxl_loras_raw)
|
| 249 |
+
gr_sdxl_loras_new = gr.State(value=sdxl_loras_raw_new)
|
| 250 |
title = gr.HTML(
|
| 251 |
"""<h1><img src="https://i.imgur.com/vT48NAO.png" alt="LoRA"> LoRA the Explorer</h1>""",
|
| 252 |
elem_id="title",
|
| 253 |
)
|
| 254 |
selected_state = gr.State()
|
| 255 |
with gr.Row(elem_id="main_app"):
|
| 256 |
+
with gr.Group(elem_id="gallery_box"):
|
| 257 |
order_gallery = gr.Radio(choices=["random", "likes"], value="random", label="Order by", elem_id="order_radio")
|
| 258 |
+
selected_loras = gr.Gallery(label="Selected LoRAs", height=80, show_share_button=False, visible=False, elem_id="gallery_selected", )
|
| 259 |
+
new_gallery = gr.Gallery(label="New LoRAs", elem_id="gallery_new", columns=3, value=[(item["image"], item["title"]) for item in sdxl_loras_raw_new], allow_preview=False, show_share_button=False)
|
| 260 |
gallery = gr.Gallery(
|
| 261 |
#value=[(item["image"], item["title"]) for item in sdxl_loras],
|
| 262 |
label="SDXL LoRA Gallery",
|
|
|
|
| 285 |
with gr.Accordion("Advanced options", open=False):
|
| 286 |
negative = gr.Textbox(label="Negative Prompt")
|
| 287 |
weight = gr.Slider(0, 10, value=0.8, step=0.1, label="LoRA weight")
|
|
|
|
| 288 |
with gr.Column(elem_id="extra_info"):
|
| 289 |
with gr.Accordion(
|
| 290 |
"Use it with: 🧨 diffusers, ComfyUI, Invoke AI, SD.Next, AUTO1111",
|
|
|
|
| 298 |
submit_title = gr.Markdown(
|
| 299 |
"### Streamlined submission coming soon! Until then [suggest your LoRA in the community tab](https://huggingface.co/spaces/multimodalart/LoraTheExplorer/discussions) 🤗"
|
| 300 |
)
|
| 301 |
+
with gr.Group(elem_id="soon"):
|
| 302 |
submit_source = gr.Radio(
|
| 303 |
["Hugging Face", "CivitAI"],
|
| 304 |
label="LoRA source",
|
|
|
|
| 331 |
gallery.select(
|
| 332 |
fn=update_selection,
|
| 333 |
inputs=[gr_sdxl_loras],
|
| 334 |
+
outputs=[prompt_title, prompt, prompt, selected_state, use_diffusers, use_uis, new_gallery],
|
| 335 |
+
queue=False,
|
| 336 |
+
show_progress=False
|
| 337 |
+
)
|
| 338 |
+
new_gallery.select(
|
| 339 |
+
fn=update_selection,
|
| 340 |
+
inputs=[gr_sdxl_loras_new, gr.State(True)],
|
| 341 |
+
outputs=[prompt_title, prompt, prompt, selected_state, use_diffusers, use_uis, gallery],
|
| 342 |
queue=False,
|
| 343 |
show_progress=False
|
| 344 |
)
|
|
|
|
| 349 |
show_progress=False
|
| 350 |
).success(
|
| 351 |
fn=run_lora,
|
| 352 |
+
inputs=[prompt, negative, weight, selected_state, gr_sdxl_loras, gr_sdxl_loras_new],
|
| 353 |
outputs=[result, share_group],
|
| 354 |
)
|
| 355 |
button.click(
|
|
|
|
| 359 |
show_progress=False
|
| 360 |
).success(
|
| 361 |
fn=run_lora,
|
| 362 |
+
inputs=[prompt, negative, weight, selected_state, gr_sdxl_loras, gr_sdxl_loras_new],
|
| 363 |
outputs=[result, share_group],
|
| 364 |
)
|
| 365 |
+
share_button.click(None, [], [], js=share_js)
|
| 366 |
+
demo.load(fn=shuffle_gallery, inputs=[gr_sdxl_loras], outputs=[gallery, gr_sdxl_loras], queue=False, js=js)
|
| 367 |
demo.queue(max_size=20)
|
| 368 |
+
demo.launch(share=True)
|