forked from d8ahazard/sd_dreambooth_extension
-
Notifications
You must be signed in to change notification settings - Fork 2
/
index.html
419 lines (411 loc) · 29.7 KB
/
index.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
<div class="module" id="moduleDreambooth">
<div class="container-fluid">
<div class="row">
<div class="col-12">
<div class="card shadow">
<div class="card-body text-center justify-between">
<div class="btn-group dbButtons">
<button class="btn btn-top btn-secondary dbSettingBtn" type="button" id="db_load_params">
Load Settings
</button>
<button class="btn btn-top btn-secondary dbSettingBtn" type="button" id="db_save_config">
Save Settings
</button>
<button class="btn btn-top btn-primary dbSettingBtn" type="button" id="db_train">Train
</button>
<button class="btn btn-top btn-secondary dbSettingBtn" type="button" id="db_gen_ckpt">
Generate Ckpt
</button>
<button class="btn btn-top btn-secondary hide dbTrainBtn" type="button"
id="db_gen_ckpt_during"> Save Weights
</button>
<button class="btn btn-top btn-secondary hide dbTrainBtn" type="button"
id="db_train_sample">Generate Samples
</button>
<button class="btn btn-top btn-secondary hide cancelButton dbTrainBtn" type="button"
id="db_cancel">Cancel
</button>
</div>
</div>
</div>
</div>
</div>
<div class="row">
<div class="col-12 col-md-6 col-lg-4" id="dbModelCol">
<div class="card shadow" id="dreamModel">
<div class="card-header">Model</div>
<div class="card-body">
<ul class="nav nav-tabs" id="dbModelTabs" role="tablist">
<li class="nav-item" role="presentation">
<button class="nav-link active" id="db-model-select-tab" data-bs-toggle="tab"
data-bs-target="#db-model-select" type="button" role="tab"
aria-controls="db-model-select"
aria-selected="true">Select
</button>
</li>
<li class="nav-item" role="presentation">
<button class="nav-link" id="db-model-create-tab" data-bs-toggle="tab"
data-bs-target="#db-model-create"
type="button" role="tab" aria-controls="profile" aria-selected="false">Create
</button>
</li>
</ul>
<div class="borderSection" id="myTabContent">
<div class="tab-pane fade show active" id="db-model-select" role="tabpanel"
aria-labelledby="db-model-select">
<div class="container">
<div class="row">
<div class="col-12">
<div id="dreamModelSelect" class="modelSelect" data-model_type="dreambooth"
data-label="Select Model"></div>
</div>
<div class="col-12">
<div id="snapshotSelect" class="modelSelect db-advanced"
data-model_type="dreamboothSnapshot"
data-label="Snapshot to Resume"></div>
</div>
</div>
<div class="row" style="display: none;" id="loraSelect">
<div class="col-12">
<div id="loraModelSelect" class="modelSelect" data-model_type="lora"
data-label="Lora Model"></div>
</div>
</div>
<div class="dbModelInfo">
</div>
</div>
</div>
<div class="tab-pane fade" id="db-model-create" role="tabpanel"
aria-labelledby="db-model-create">
<form>
<div class="form-group">
<label class="form-label" for="db_new_model_name">Name</label>
<input type="text" class="form-control newModelParam"
id="db_new_model_name" data-key="new_model_name">
</div>
<div class="form-group db-advanced">
<div class="form-check form-switch">
<input class="newModelParam form-check-input" type="checkbox" id="is_512"
name="is_512" data-key="is_512" checked>
<label class="form-check-label" for="is_512">512x Base Model</label>
</div>
</div>
<div class="form-group db-advanced">
<div class="form-check form-switch">
<input class="newModelParam form-check-input" type="checkbox"
id="create_from_hub" name="create_from_hub">
<label class="form-check-label" for="create_from_hub">Create from
Hub</label>
</div>
</div>
<div class="form-group db-advanced" style="display: none;" id="hub_row">
<label class="form-label" for="db_new_model_url">Model Path</label>
<input type="text" class="form-control newModelParam"
id="db_new_model_url"
placeholder="runwayml/stable-diffusion-v1-5"
data-key="new_model_url">
<label class="form-label" for="db_new_model_token">HuggingFace Token</label>
<input type="text" class="form-control newModelParam"
id="db_new_model_token" data-key="new_model_token"
value="">
</div>
<div class="form-group" id="local_row">
<div class="modelSelect newModelParam" id="db_new_model"
data-model_type="diffusers"
data-label="Source Checkpoint"
data-key="new_model_src"></div>
</div>
<div class="form-group db-advanced">
<div class="form-check form-switch">
<input class="newModelParam form-check-input" type="checkbox"
id="db_use_shared_src" name="use_shared_src"
data-key="use_shared_src">
<label class="form-check-label" for="db_use_shared_src">Use Shared Base
Model (Lora)</label>
</div>
</div>
<div class="form-group" id="shared_row" style="display: none">
<div class="sharedModelSelect modelSelect"
id="new_model_shared_src"
data-add_class="newModelParam"
data-model_type="diffusers"
data-label="LoRA Shared Diffusers Source"
data-key="new_model_shared_src"></div>
</div>
<div class="form-group db-advanced">
<div class="form-check form-switch">
<input class="newModelParam form-check-input" type="checkbox"
id="db_train_unfrozen" data-key="train_unfrozen"
name="train_unfrozen" checked>
<label class="form-check-label" for="db_train_unfrozen">Unfreeze</label>
</div>
</div>
<div class="form-group text-center">
<button class="btn btn-primary" type="button" id="db_create_model">Create
Model
</button>
</div>
</form>
</div>
</div>
</div>
</div>
</div>
<div class="col-12 col-md-6 col-lg-4">
<div class="card shadow" id="dreamSettings">
<div class="card-header">
Input
</div>
<div class="card-body">
<div class="borderSection">
<div class="row justify-content-between">
<div class="col-auto sectionLabel">Concepts</div>
<div class="col-auto db-advanced" id="conceptControls">
<button type="button" class="btn btn-primary btn-sm" id="db_concept_add">+</button>
<button type="button" class="btn btn-danger btn-sm hide" id="db_concept_remove">-
</button>
</div>
</div>
<div id="advancedConcepts" class="form-control"></div>
</div>
<div class="borderSection">
<div class="sectionLabel">Settings</div>
<div class="db-slider dbInput" id="num_train_epochs" data-max="1000" data-min="1"
data-value="150" data-label="Number of Epochs"></div>
<div class="db-slider dbInput db-advanced" id="save_embedding_every"
data-max="100"
data-min="0" data-step="1"
data-value="0" data-label="Save Weight Frequency"></div>
<div class="db-slider dbInput db-advanced" id="save_preview_every" data-max="100"
data-min="0" data-step="1"
data-value="0" data-label="Save Preview Frequency"></div>
<div class="db-slider dbInput" id="resolution" data-max="1024" data-min="512"
data-step="64"
data-value="768" data-label="Maximum Resolution"></div>
<div class="db-slider dbInput db-advanced" id="train_batch_size" data-max="100" data-min="1"
data-step="1"
data-value="5" data-label="Batch Size"></div>
<div class="db-slider dbInput db-advanced" id="gradient_accumulation_steps" data-max="100"
data-min="1" data-step="1"
data-value="1" data-label="Gradient Accumulation Steps"></div>
</div>
<div class="borderSection accordion db-advanced" id="dbAdvancedAccordion">
<div class="accordion-item">
<div id="dbAdvancedLabel" class="sectionLabel accordion-button collapsed" type="button"
data-bs-toggle="collapse" data-bs-target="#dbAdvancedSettings"
aria-expanded="false" aria-controls="dbAdvancedSettings">Advanced
</div>
<div id="dbAdvancedSettings" class="accordion-collapse collapse"
aria-labelledby="dbAdvancedLabel" data-bs-parent="#dbAdvancedAccordion">
<div class="accordion-body">
<form>
<div class="form-group">
<label class="form-label" for="scheduler">Image Scheduler</label>
<select class="dbInput form-control" id="scheduler" name="scheduler">
</select>
</div>
<div class="form-group">
<label class="form-label" for="mixed_precision">Mixed Precision</label>
<select class="dbInput form-control" id="mixed_precision"
name="mixed_precision">
</select>
</div>
<div class="form-group">
<label class="form-label" for="attention">Attention</label>
<select class="dbInput form-control" id="attention" name="attention">
</select>
</div>
<div class="form-group">
<label class="form-label" for="optimizer">Optimizer</label>
<select class="dbInput form-control" id="optimizer" name="optimizer">
</select>
</div>
<div class="form-group">
<label class="form-label" for="lr_scheduler">Scheduler</label>
<select class="dbInput form-control" id="lr_scheduler"
name="lr_scheduler">
</select>
</div>
<div class="form-group" style="position: relative">
<label class="form-label" for="learning_rate">Learning Rate</label>
<div class="input-group">
<input class="dbInput form-control" type="number" id="learning_rate"
name="learning_rate" value="0.000002">
</div>
<span class="input-group-btn linkBtn db-advanced">
<button class="btn btn-link btn-sm" type="button">
<i class="bx bx-link"></i>
</button>
</span>
<label class="form-label mt-3 db-advanced" for="txt_learning_rate">Learning
Rate
(Tenc)</label>
<div class="input-group">
<input class="dbInput form-control db-advanced" type="number"
id="txt_learning_rate" name="txt_learning_rate"
value="0.000002">
</div>
</div>
<div class="form-group">
<label class="form-label" for="min_learning_rate">Minimum Learning
Rate</label>
<input class="dbInput form-control" type="number" id="min_learning_rate"
name="min_learning_rate" value="0.000001">
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="10000"
data-step="1" id="lr_warmup_steps" data-value="500"
data-label="LR Warmup Steps"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="1"
data-step="0.001" id="weight_decay" data-value="0.01"
data-label="Weight Decay"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="1"
data-step="0.001" id="tenc_weight_decay"
data-value="0.01"
data-label="TENC Weight Decay"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="-1" data-max="1"
data-step="0.01" id="offset_noise" data-value="0"
data-label="Offset Noise"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="1" data-max="12"
data-step="1" id="clip_skip" data-value="1"
data-label="Clip Skip"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="128"
data-step="0.25" id="tenc_grad_clip_norm" data-value="0"
data-label="TENC Gradient Clip Norm"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="10.0"
data-step="0.1" id="min_snr_gamma" data-value="0.0"
data-label="Min SNR Gamma"></div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="use_dream" name="use_dream">
<label class="form-check-label" for="use_dream">Use DREAM</label>
</div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="1.0"
data-step="0.01" id="dream_detail_preservation" data-value="0.5"
data-label="DREAM detail preservation"></div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="freeze_spectral_norm" name="freeze_spectral_norm">
<label class="form-check-label" for="freeze_spectral_norm">Freeze Spectral Norm</label>
</div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="75" data-max="300"
data-step="75" id="max_token_length" data-value="75"
data-label="Max Token length"></div>
</div>
<div class="form-group">
<div class="dbInput db-slider" data-min="0" data-max="1.0"
data-step="0.01" id="stop_text_encoder"
data-value="0.75"
data-label="Text Encoder Percentage"></div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="shuffle_tags" name="shuffle_tags" checked>
<label class="form-check-label" for="shuffle_tags">Shuffle
Tags</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="strict_tokens"
name="strict_tokens" checked>
<label class="form-check-label" for="strict_tokens">Strict
Tokens</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="gradient_checkpointing"
name="gradient_checkpointing">
<label class="form-check-label" for="gradient_checkpointing">Gradient
Checkpointing</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="gradient_set_to_none"
name="gradient_set_to_none" checked>
<label class="form-check-label" for="gradient_set_to_none">Set
Gradients to None</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="freeze_clip_normalization"
name="gradient_checkpointing">
<label class="form-check-label" for="freeze_clip_normalization">Freeze
CLIP Normalization</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="use_ema" name="use_ema"
data-key="use_ema">
<label class="form-check-label" for="use_ema">Use EMA</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="train_unet" name="train_unet"
data-key="train_unet" checked>
<label class="form-check-label" for="train_unet">Train UNET</label>
</div>
</div>
<div class="form-group">
<div class="form-check form-switch">
<input class="dbInput form-check-input" type="checkbox"
id="disable_logging" name="disable_logging"
data-key="disable_logging" checked>
<label class="form-check-label" for="disable_logging">Disable
Logging</label>
</div>
</div>
</form>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="col-12 col-md-6 col-lg-4" id="dbStatusCol">
<div class="card shadow" id="dreamStatus">
<div class="card-header">
Output
</div>
<div class="card-body" id="dreamStatusContainer">
<div class="progressGroup" id="dreamProgress"></div>
<div class="image-container inline-gallery-container" id="dreamGallery"></div>
</div>
</div>
</div>
</div>
</div>
</div>