Model card auto-generated by SimpleTuner
Browse files
README.md
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1 |
+
---
|
2 |
+
license: other
|
3 |
+
base_model: "terminusresearch/flux-booru-v0.2"
|
4 |
+
tags:
|
5 |
+
- flux
|
6 |
+
- flux-diffusers
|
7 |
+
- text-to-image
|
8 |
+
- diffusers
|
9 |
+
- simpletuner
|
10 |
+
- not-for-all-audiences
|
11 |
+
- lora
|
12 |
+
- template:sd-lora
|
13 |
+
- lycoris
|
14 |
+
inference: true
|
15 |
+
widget:
|
16 |
+
- text: 'unconditional (blank prompt)'
|
17 |
+
parameters:
|
18 |
+
negative_prompt: 'blurry, cropped, ugly'
|
19 |
+
output:
|
20 |
+
url: ./assets/image_0_0.png
|
21 |
+
- text: 'Alien planet, strange rock formations, glowing plants, bizarre creatures, surreal atmosphere'
|
22 |
+
parameters:
|
23 |
+
negative_prompt: 'blurry, cropped, ugly'
|
24 |
+
output:
|
25 |
+
url: ./assets/image_1_0.png
|
26 |
+
- text: 'Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere'
|
27 |
+
parameters:
|
28 |
+
negative_prompt: 'blurry, cropped, ugly'
|
29 |
+
output:
|
30 |
+
url: ./assets/image_2_0.png
|
31 |
+
- text: 'Child holding a balloon, happy expression, colorful balloons, sunny day, high detail'
|
32 |
+
parameters:
|
33 |
+
negative_prompt: 'blurry, cropped, ugly'
|
34 |
+
output:
|
35 |
+
url: ./assets/image_3_0.png
|
36 |
+
- text: 'a 4-panel comic strip showing an orange cat saying the words ''HELP'' and ''LASAGNA'''
|
37 |
+
parameters:
|
38 |
+
negative_prompt: 'blurry, cropped, ugly'
|
39 |
+
output:
|
40 |
+
url: ./assets/image_4_0.png
|
41 |
+
- text: 'a hand is holding a comic book with a cover that reads ''The Adventures of Superhero'''
|
42 |
+
parameters:
|
43 |
+
negative_prompt: 'blurry, cropped, ugly'
|
44 |
+
output:
|
45 |
+
url: ./assets/image_5_0.png
|
46 |
+
- text: 'Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail'
|
47 |
+
parameters:
|
48 |
+
negative_prompt: 'blurry, cropped, ugly'
|
49 |
+
output:
|
50 |
+
url: ./assets/image_6_0.png
|
51 |
+
- text: 'Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail'
|
52 |
+
parameters:
|
53 |
+
negative_prompt: 'blurry, cropped, ugly'
|
54 |
+
output:
|
55 |
+
url: ./assets/image_7_0.png
|
56 |
+
- text: 'Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail'
|
57 |
+
parameters:
|
58 |
+
negative_prompt: 'blurry, cropped, ugly'
|
59 |
+
output:
|
60 |
+
url: ./assets/image_8_0.png
|
61 |
+
- text: 'a cybernetic anne of green gables with neural implant and bio mech augmentations'
|
62 |
+
parameters:
|
63 |
+
negative_prompt: 'blurry, cropped, ugly'
|
64 |
+
output:
|
65 |
+
url: ./assets/image_9_0.png
|
66 |
+
- text: 'Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail'
|
67 |
+
parameters:
|
68 |
+
negative_prompt: 'blurry, cropped, ugly'
|
69 |
+
output:
|
70 |
+
url: ./assets/image_10_0.png
|
71 |
+
- text: 'Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures'
|
72 |
+
parameters:
|
73 |
+
negative_prompt: 'blurry, cropped, ugly'
|
74 |
+
output:
|
75 |
+
url: ./assets/image_11_0.png
|
76 |
+
- text: 'Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail'
|
77 |
+
parameters:
|
78 |
+
negative_prompt: 'blurry, cropped, ugly'
|
79 |
+
output:
|
80 |
+
url: ./assets/image_12_0.png
|
81 |
+
- text: 'Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail'
|
82 |
+
parameters:
|
83 |
+
negative_prompt: 'blurry, cropped, ugly'
|
84 |
+
output:
|
85 |
+
url: ./assets/image_13_0.png
|
86 |
+
- text: 'Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution'
|
87 |
+
parameters:
|
88 |
+
negative_prompt: 'blurry, cropped, ugly'
|
89 |
+
output:
|
90 |
+
url: ./assets/image_14_0.png
|
91 |
+
- text: 'Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail'
|
92 |
+
parameters:
|
93 |
+
negative_prompt: 'blurry, cropped, ugly'
|
94 |
+
output:
|
95 |
+
url: ./assets/image_15_0.png
|
96 |
+
- text: 'Majestic dragon soaring through the sky, detailed scales, dynamic pose, fantasy art, high resolution'
|
97 |
+
parameters:
|
98 |
+
negative_prompt: 'blurry, cropped, ugly'
|
99 |
+
output:
|
100 |
+
url: ./assets/image_16_0.png
|
101 |
+
- text: 'Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution'
|
102 |
+
parameters:
|
103 |
+
negative_prompt: 'blurry, cropped, ugly'
|
104 |
+
output:
|
105 |
+
url: ./assets/image_17_0.png
|
106 |
+
- text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus'
|
107 |
+
parameters:
|
108 |
+
negative_prompt: 'blurry, cropped, ugly'
|
109 |
+
output:
|
110 |
+
url: ./assets/image_18_0.png
|
111 |
+
- text: 'Space battle scene, starships fighting, laser beams, explosions, cosmic background'
|
112 |
+
parameters:
|
113 |
+
negative_prompt: 'blurry, cropped, ugly'
|
114 |
+
output:
|
115 |
+
url: ./assets/image_19_0.png
|
116 |
+
- text: 'Abandoned fairground at night, eerie rides, ghostly figures, fog, dark atmosphere, high detail'
|
117 |
+
parameters:
|
118 |
+
negative_prompt: 'blurry, cropped, ugly'
|
119 |
+
output:
|
120 |
+
url: ./assets/image_20_0.png
|
121 |
+
- text: 'Spooky haunted mansion on a hill, dark and eerie, glowing windows, ghostly atmosphere, high detail'
|
122 |
+
parameters:
|
123 |
+
negative_prompt: 'blurry, cropped, ugly'
|
124 |
+
output:
|
125 |
+
url: ./assets/image_21_0.png
|
126 |
+
- text: 'a hardcover physics textbook that is called PHYSICS FOR DUMMIES'
|
127 |
+
parameters:
|
128 |
+
negative_prompt: 'blurry, cropped, ugly'
|
129 |
+
output:
|
130 |
+
url: ./assets/image_22_0.png
|
131 |
+
- text: 'Epic medieval battle, knights in armor, dynamic action, detailed landscape, high resolution'
|
132 |
+
parameters:
|
133 |
+
negative_prompt: 'blurry, cropped, ugly'
|
134 |
+
output:
|
135 |
+
url: ./assets/image_23_0.png
|
136 |
+
- text: 'Bustling medieval market with merchants, knights, and jesters, vibrant colors, detailed'
|
137 |
+
parameters:
|
138 |
+
negative_prompt: 'blurry, cropped, ugly'
|
139 |
+
output:
|
140 |
+
url: ./assets/image_24_0.png
|
141 |
+
- text: 'Cozy medieval tavern, warm firelight, adventurers drinking, detailed interior, rustic atmosphere'
|
142 |
+
parameters:
|
143 |
+
negative_prompt: 'blurry, cropped, ugly'
|
144 |
+
output:
|
145 |
+
url: ./assets/image_25_0.png
|
146 |
+
- text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus'
|
147 |
+
parameters:
|
148 |
+
negative_prompt: 'blurry, cropped, ugly'
|
149 |
+
output:
|
150 |
+
url: ./assets/image_26_0.png
|
151 |
+
- text: 'Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail'
|
152 |
+
parameters:
|
153 |
+
negative_prompt: 'blurry, cropped, ugly'
|
154 |
+
output:
|
155 |
+
url: ./assets/image_27_0.png
|
156 |
+
- text: 'Bright neon sign in a busy city street, ''Open 24 Hours'', bold typography, glowing lights'
|
157 |
+
parameters:
|
158 |
+
negative_prompt: 'blurry, cropped, ugly'
|
159 |
+
output:
|
160 |
+
url: ./assets/image_28_0.png
|
161 |
+
- text: 'Vibrant neon sign, ''Bar'', bold typography, dark background, glowing lights, detailed design'
|
162 |
+
parameters:
|
163 |
+
negative_prompt: 'blurry, cropped, ugly'
|
164 |
+
output:
|
165 |
+
url: ./assets/image_29_0.png
|
166 |
+
- text: 'Pirate ship on the high seas, stormy weather, detailed sails, dramatic waves, photorealistic'
|
167 |
+
parameters:
|
168 |
+
negative_prompt: 'blurry, cropped, ugly'
|
169 |
+
output:
|
170 |
+
url: ./assets/image_30_0.png
|
171 |
+
- text: 'Pirate discovering a treasure chest, detailed gold coins, tropical island, dramatic lighting'
|
172 |
+
parameters:
|
173 |
+
negative_prompt: 'blurry, cropped, ugly'
|
174 |
+
output:
|
175 |
+
url: ./assets/image_31_0.png
|
176 |
+
- text: 'a photograph of a woman experiencing a psychedelic trip. trippy, 8k, uhd, fractal'
|
177 |
+
parameters:
|
178 |
+
negative_prompt: 'blurry, cropped, ugly'
|
179 |
+
output:
|
180 |
+
url: ./assets/image_32_0.png
|
181 |
+
- text: 'Cozy cafe on a rainy day, people sipping coffee, warm lights, reflections on wet pavement, photorealistic'
|
182 |
+
parameters:
|
183 |
+
negative_prompt: 'blurry, cropped, ugly'
|
184 |
+
output:
|
185 |
+
url: ./assets/image_33_0.png
|
186 |
+
- text: '1980s arcade, neon lights, vintage game machines, kids playing, vibrant colors, nostalgic atmosphere'
|
187 |
+
parameters:
|
188 |
+
negative_prompt: 'blurry, cropped, ugly'
|
189 |
+
output:
|
190 |
+
url: ./assets/image_34_0.png
|
191 |
+
- text: '1980s game room with vintage arcade machines, neon lights, vibrant colors, nostalgic feel'
|
192 |
+
parameters:
|
193 |
+
negative_prompt: 'blurry, cropped, ugly'
|
194 |
+
output:
|
195 |
+
url: ./assets/image_35_0.png
|
196 |
+
- text: 'Robot blacksmith forging metal, sparks flying, detailed workshop, futuristic and medieval blend'
|
197 |
+
parameters:
|
198 |
+
negative_prompt: 'blurry, cropped, ugly'
|
199 |
+
output:
|
200 |
+
url: ./assets/image_36_0.png
|
201 |
+
- text: 'Sleek robot performing a dance, futuristic theater, holographic effects, detailed, high resolution'
|
202 |
+
parameters:
|
203 |
+
negative_prompt: 'blurry, cropped, ugly'
|
204 |
+
output:
|
205 |
+
url: ./assets/image_37_0.png
|
206 |
+
- text: 'High-tech factory where robots are assembled, detailed machinery, futuristic setting, high detail'
|
207 |
+
parameters:
|
208 |
+
negative_prompt: 'blurry, cropped, ugly'
|
209 |
+
output:
|
210 |
+
url: ./assets/image_38_0.png
|
211 |
+
- text: 'Garden tended by robots, mechanical plants, colorful flowers, futuristic setting, high detail'
|
212 |
+
parameters:
|
213 |
+
negative_prompt: 'blurry, cropped, ugly'
|
214 |
+
output:
|
215 |
+
url: ./assets/image_39_0.png
|
216 |
+
- text: 'Cute robotic pet, futuristic home, sleek design, detailed features, friendly and animated'
|
217 |
+
parameters:
|
218 |
+
negative_prompt: 'blurry, cropped, ugly'
|
219 |
+
output:
|
220 |
+
url: ./assets/image_40_0.png
|
221 |
+
- text: 'cctv trail camera night time security picture of a wendigo in the woods'
|
222 |
+
parameters:
|
223 |
+
negative_prompt: 'blurry, cropped, ugly'
|
224 |
+
output:
|
225 |
+
url: ./assets/image_41_0.png
|
226 |
+
- text: 'Astronaut exploring an alien planet, detailed landscape, futuristic suit, cosmic background'
|
227 |
+
parameters:
|
228 |
+
negative_prompt: 'blurry, cropped, ugly'
|
229 |
+
output:
|
230 |
+
url: ./assets/image_42_0.png
|
231 |
+
- text: 'Futuristic space station orbiting a distant exoplanet, sleek design, detailed structures, cosmic backdrop'
|
232 |
+
parameters:
|
233 |
+
negative_prompt: 'blurry, cropped, ugly'
|
234 |
+
output:
|
235 |
+
url: ./assets/image_43_0.png
|
236 |
+
- text: 'a person holding a sign that reads ''SOON'''
|
237 |
+
parameters:
|
238 |
+
negative_prompt: 'blurry, cropped, ugly'
|
239 |
+
output:
|
240 |
+
url: ./assets/image_44_0.png
|
241 |
+
- text: 'Steampunk airship in the sky, intricate design, Victorian aesthetics, dynamic scene, high detail'
|
242 |
+
parameters:
|
243 |
+
negative_prompt: 'blurry, cropped, ugly'
|
244 |
+
output:
|
245 |
+
url: ./assets/image_45_0.png
|
246 |
+
- text: 'Steampunk inventor in a workshop, intricate gadgets, Victorian attire, mechanical arm, goggles'
|
247 |
+
parameters:
|
248 |
+
negative_prompt: 'blurry, cropped, ugly'
|
249 |
+
output:
|
250 |
+
url: ./assets/image_46_0.png
|
251 |
+
- text: 'Stormy ocean with towering waves, dramatic skies, detailed water, intense atmosphere, high resolution'
|
252 |
+
parameters:
|
253 |
+
negative_prompt: 'blurry, cropped, ugly'
|
254 |
+
output:
|
255 |
+
url: ./assets/image_47_0.png
|
256 |
+
- text: 'Dramatic stormy sea, lighthouse in the distance, lightning striking, dark clouds, high detail'
|
257 |
+
parameters:
|
258 |
+
negative_prompt: 'blurry, cropped, ugly'
|
259 |
+
output:
|
260 |
+
url: ./assets/image_48_0.png
|
261 |
+
- text: 'Graffiti artist creating a mural, vibrant colors, urban setting, dynamic action, high resolution'
|
262 |
+
parameters:
|
263 |
+
negative_prompt: 'blurry, cropped, ugly'
|
264 |
+
output:
|
265 |
+
url: ./assets/image_49_0.png
|
266 |
+
- text: 'Urban alleyway filled with vibrant graffiti art, tags and murals, realistic textures'
|
267 |
+
parameters:
|
268 |
+
negative_prompt: 'blurry, cropped, ugly'
|
269 |
+
output:
|
270 |
+
url: ./assets/image_50_0.png
|
271 |
+
- text: 'Urban street sign, ''Main Street'', bold typography, realistic textures, weathered look'
|
272 |
+
parameters:
|
273 |
+
negative_prompt: 'blurry, cropped, ugly'
|
274 |
+
output:
|
275 |
+
url: ./assets/image_51_0.png
|
276 |
+
- text: 'Classic car show with vintage vehicles, vibrant colors, nostalgic atmosphere, high detail'
|
277 |
+
parameters:
|
278 |
+
negative_prompt: 'blurry, cropped, ugly'
|
279 |
+
output:
|
280 |
+
url: ./assets/image_52_0.png
|
281 |
+
- text: 'Retro diner sign, ''Joe''s Diner'', classic 1950s design, neon lights, weathered look'
|
282 |
+
parameters:
|
283 |
+
negative_prompt: 'blurry, cropped, ugly'
|
284 |
+
output:
|
285 |
+
url: ./assets/image_53_0.png
|
286 |
+
- text: 'Vintage store sign with elaborate typography, ''Antique Shop'', hand-painted, weathered look'
|
287 |
+
parameters:
|
288 |
+
negative_prompt: 'blurry, cropped, ugly'
|
289 |
+
output:
|
290 |
+
url: ./assets/image_54_0.png
|
291 |
+
- text: 'Detailed Man Portrait'
|
292 |
+
parameters:
|
293 |
+
negative_prompt: 'blurry, cropped, ugly'
|
294 |
+
output:
|
295 |
+
url: ./assets/image_55_0.png
|
296 |
+
- text: 'A highly detailed portrait of a man resembling Beavis, with spiky blonde hair and a Metallica t-shirt, smirking expression, photorealistic, 8k resolution, dramatic lighting, oil painting style'
|
297 |
+
parameters:
|
298 |
+
negative_prompt: 'blurry, cropped, ugly'
|
299 |
+
output:
|
300 |
+
url: ./assets/image_56_0.png
|
301 |
+
- text: 'Elegant Woman Portrait'
|
302 |
+
parameters:
|
303 |
+
negative_prompt: 'blurry, cropped, ugly'
|
304 |
+
output:
|
305 |
+
url: ./assets/image_57_0.png
|
306 |
+
- text: 'A refined portrait of a woman in the Beavis and Butt-head universe, wearing stylish 90s attire, confident gaze, soft lighting, high resolution, intricate details, classic portrait style'
|
307 |
+
parameters:
|
308 |
+
negative_prompt: 'blurry, cropped, ugly'
|
309 |
+
output:
|
310 |
+
url: ./assets/image_58_0.png
|
311 |
+
- text: 'Beavis Character Study'
|
312 |
+
parameters:
|
313 |
+
negative_prompt: 'blurry, cropped, ugly'
|
314 |
+
output:
|
315 |
+
url: ./assets/image_59_0.png
|
316 |
+
- text: 'An in-depth depiction of Beavis, sitting on a couch with a remote control, mischievous grin, detailed background featuring their cluttered living room, ultra-realistic, 4k resolution'
|
317 |
+
parameters:
|
318 |
+
negative_prompt: 'blurry, cropped, ugly'
|
319 |
+
output:
|
320 |
+
url: ./assets/image_60_0.png
|
321 |
+
- text: 'Butt-head Character Study'
|
322 |
+
parameters:
|
323 |
+
negative_prompt: 'blurry, cropped, ugly'
|
324 |
+
output:
|
325 |
+
url: ./assets/image_61_0.png
|
326 |
+
- text: 'A comprehensive illustration of Butt-head, standing with arms crossed, wearing an AC/DC t-shirt, indifferent expression, high detail, photorealistic, 8k resolution, natural lighting'
|
327 |
+
parameters:
|
328 |
+
negative_prompt: 'blurry, cropped, ugly'
|
329 |
+
output:
|
330 |
+
url: ./assets/image_62_0.png
|
331 |
+
- text: 'Beavis and Butt-head Duo'
|
332 |
+
parameters:
|
333 |
+
negative_prompt: 'blurry, cropped, ugly'
|
334 |
+
output:
|
335 |
+
url: ./assets/image_63_0.png
|
336 |
+
- text: 'Beavis and Butt-head sitting together on their iconic couch, laughing hysterically'
|
337 |
+
parameters:
|
338 |
+
negative_prompt: 'blurry, cropped, ugly'
|
339 |
+
output:
|
340 |
+
url: ./assets/image_64_0.png
|
341 |
+
- text: 'Beavis and Butt-head Adventure'
|
342 |
+
parameters:
|
343 |
+
negative_prompt: 'blurry, cropped, ugly'
|
344 |
+
output:
|
345 |
+
url: ./assets/image_65_0.png
|
346 |
+
- text: 'An intricate scene of Beavis and Butt-head exploring a theme park at night, bright lights, roller coasters in the background, laughing and eating nachos, highly detailed, cinematic lighting, 8k resolution'
|
347 |
+
parameters:
|
348 |
+
negative_prompt: 'blurry, cropped, ugly'
|
349 |
+
output:
|
350 |
+
url: ./assets/image_66_0.png
|
351 |
+
- text: 'Daria Morgendorffer Portrait'
|
352 |
+
parameters:
|
353 |
+
negative_prompt: 'blurry, cropped, ugly'
|
354 |
+
output:
|
355 |
+
url: ./assets/image_67_0.png
|
356 |
+
- text: 'A detailed portrait of Daria, standing with a book in hand, wearing her signature glasses and monotone expression, high resolution, minimalist background, artistic style'
|
357 |
+
parameters:
|
358 |
+
negative_prompt: 'blurry, cropped, ugly'
|
359 |
+
output:
|
360 |
+
url: ./assets/image_68_0.png
|
361 |
+
- text: 'Beavis as The Great Cornholio'
|
362 |
+
parameters:
|
363 |
+
negative_prompt: 'blurry, cropped, ugly'
|
364 |
+
output:
|
365 |
+
url: ./assets/image_69_0.png
|
366 |
+
- text: 'Beavis transformed into The Great Cornholio, shirt pulled over his head, wild eyes, chaotic classroom setting, high detail, dynamic lighting, 4k resolution'
|
367 |
+
parameters:
|
368 |
+
negative_prompt: 'blurry, cropped, ugly'
|
369 |
+
output:
|
370 |
+
url: ./assets/image_70_0.png
|
371 |
+
- text: 'Beavis and Butt-head Concert'
|
372 |
+
parameters:
|
373 |
+
negative_prompt: 'blurry, cropped, ugly'
|
374 |
+
output:
|
375 |
+
url: ./assets/image_71_0.png
|
376 |
+
- text: 'Beavis and Butt-head attending a heavy metal concert, headbanging in the crowd, vibrant stage lights, energetic atmosphere, high-definition'
|
377 |
+
parameters:
|
378 |
+
negative_prompt: 'blurry, cropped, ugly'
|
379 |
+
output:
|
380 |
+
url: ./assets/image_72_0.png
|
381 |
+
- text: 'Retro Beavis and Butt-head Poster'
|
382 |
+
parameters:
|
383 |
+
negative_prompt: 'blurry, cropped, ugly'
|
384 |
+
output:
|
385 |
+
url: ./assets/image_73_0.png
|
386 |
+
- text: 'A retro-style poster featuring Beavis and Butt-head in a comedic pose, bold 90s colors, vintage fonts, high detail, artistic illustration, nostalgic aesthetic'
|
387 |
+
parameters:
|
388 |
+
negative_prompt: 'blurry, cropped, ugly'
|
389 |
+
output:
|
390 |
+
url: ./assets/image_74_0.png
|
391 |
+
- text: 'A photo-realistic image of a cat'
|
392 |
+
parameters:
|
393 |
+
negative_prompt: 'blurry, cropped, ugly'
|
394 |
+
output:
|
395 |
+
url: ./assets/image_75_0.png
|
396 |
+
---
|
397 |
+
|
398 |
+
# flux-booru-v0.2
|
399 |
+
|
400 |
+
This is a LyCORIS adapter derived from [terminusresearch/flux-booru-v0.2](https://huggingface.co/terminusresearch/flux-booru-v0.2).
|
401 |
+
|
402 |
+
|
403 |
+
The main validation prompt used during training was:
|
404 |
+
|
405 |
+
|
406 |
+
|
407 |
+
```
|
408 |
+
A photo-realistic image of a cat
|
409 |
+
```
|
410 |
+
|
411 |
+
## Validation settings
|
412 |
+
- CFG: `4.0`
|
413 |
+
- CFG Rescale: `0.0`
|
414 |
+
- Steps: `20`
|
415 |
+
- Sampler: `None`
|
416 |
+
- Seed: `42`
|
417 |
+
- Resolution: `1024x1024`
|
418 |
+
|
419 |
+
Note: The validation settings are not necessarily the same as the [training settings](#training-settings).
|
420 |
+
|
421 |
+
You can find some example images in the following gallery:
|
422 |
+
|
423 |
+
|
424 |
+
<Gallery />
|
425 |
+
|
426 |
+
The text encoder **was not** trained.
|
427 |
+
You may reuse the base model text encoder for inference.
|
428 |
+
|
429 |
+
|
430 |
+
## Training settings
|
431 |
+
|
432 |
+
- Training epochs: 0
|
433 |
+
- Training steps: 500
|
434 |
+
- Learning rate: 0.0001
|
435 |
+
- Max grad norm: 1.0
|
436 |
+
- Effective batch size: 32
|
437 |
+
- Micro-batch size: 4
|
438 |
+
- Gradient accumulation steps: 1
|
439 |
+
- Number of GPUs: 8
|
440 |
+
- Prediction type: flow-matchingNone
|
441 |
+
- Rescaled betas zero SNR: False
|
442 |
+
- Optimizer: adamw_bf16
|
443 |
+
- Precision: Pure BF16
|
444 |
+
- Quantised: No
|
445 |
+
- Xformers: Not used
|
446 |
+
- LyCORIS Config:
|
447 |
+
```json
|
448 |
+
{
|
449 |
+
"algo": "lokr",
|
450 |
+
"multiplier": 1.0,
|
451 |
+
"linear_dim": 10000,
|
452 |
+
"linear_alpha": 1,
|
453 |
+
"factor": 4,
|
454 |
+
"apply_preset": {
|
455 |
+
"target_module": [
|
456 |
+
"FluxTransformer2DModel"
|
457 |
+
],
|
458 |
+
"module_algo_map": {
|
459 |
+
"Attention": {
|
460 |
+
"factor": 4
|
461 |
+
},
|
462 |
+
"FeedForward": {
|
463 |
+
"factor": 2
|
464 |
+
}
|
465 |
+
}
|
466 |
+
}
|
467 |
+
}
|
468 |
+
```
|
469 |
+
|
470 |
+
## Datasets
|
471 |
+
|
472 |
+
### celebrities
|
473 |
+
- Repeats: 0
|
474 |
+
- Total number of images: ~3960
|
475 |
+
- Total number of aspect buckets: 22
|
476 |
+
- Resolution: 1.048576 megapixels
|
477 |
+
- Cropped: False
|
478 |
+
- Crop style: None
|
479 |
+
- Crop aspect: None
|
480 |
+
### comicstrips
|
481 |
+
- Repeats: 0
|
482 |
+
- Total number of images: ~1624
|
483 |
+
- Total number of aspect buckets: 48
|
484 |
+
- Resolution: 1.048576 megapixels
|
485 |
+
- Cropped: False
|
486 |
+
- Crop style: None
|
487 |
+
- Crop aspect: None
|
488 |
+
### movieposters
|
489 |
+
- Repeats: 0
|
490 |
+
- Total number of images: ~3144
|
491 |
+
- Total number of aspect buckets: 19
|
492 |
+
- Resolution: 1.048576 megapixels
|
493 |
+
- Cropped: False
|
494 |
+
- Crop style: None
|
495 |
+
- Crop aspect: None
|
496 |
+
### normalnudes
|
497 |
+
- Repeats: 0
|
498 |
+
- Total number of images: ~1304
|
499 |
+
- Total number of aspect buckets: 22
|
500 |
+
- Resolution: 1.048576 megapixels
|
501 |
+
- Cropped: False
|
502 |
+
- Crop style: None
|
503 |
+
- Crop aspect: None
|
504 |
+
### propagandaposters
|
505 |
+
- Repeats: 0
|
506 |
+
- Total number of images: ~1456
|
507 |
+
- Total number of aspect buckets: 19
|
508 |
+
- Resolution: 1.048576 megapixels
|
509 |
+
- Cropped: False
|
510 |
+
- Crop style: None
|
511 |
+
- Crop aspect: None
|
512 |
+
### guys
|
513 |
+
- Repeats: 100
|
514 |
+
- Total number of images: ~464
|
515 |
+
- Total number of aspect buckets: 19
|
516 |
+
- Resolution: 1.048576 megapixels
|
517 |
+
- Cropped: False
|
518 |
+
- Crop style: None
|
519 |
+
- Crop aspect: None
|
520 |
+
### pixel-art
|
521 |
+
- Repeats: 100
|
522 |
+
- Total number of images: ~1224
|
523 |
+
- Total number of aspect buckets: 30
|
524 |
+
- Resolution: 1.048576 megapixels
|
525 |
+
- Cropped: False
|
526 |
+
- Crop style: None
|
527 |
+
- Crop aspect: None
|
528 |
+
### signs
|
529 |
+
- Repeats: 0
|
530 |
+
- Total number of images: ~448
|
531 |
+
- Total number of aspect buckets: 14
|
532 |
+
- Resolution: 1.048576 megapixels
|
533 |
+
- Cropped: False
|
534 |
+
- Crop style: None
|
535 |
+
- Crop aspect: None
|
536 |
+
### moviecollection
|
537 |
+
- Repeats: 0
|
538 |
+
- Total number of images: ~2016
|
539 |
+
- Total number of aspect buckets: 24
|
540 |
+
- Resolution: 1.048576 megapixels
|
541 |
+
- Cropped: False
|
542 |
+
- Crop style: None
|
543 |
+
- Crop aspect: None
|
544 |
+
### bookcovers
|
545 |
+
- Repeats: 0
|
546 |
+
- Total number of images: ~936
|
547 |
+
- Total number of aspect buckets: 15
|
548 |
+
- Resolution: 1.048576 megapixels
|
549 |
+
- Cropped: False
|
550 |
+
- Crop style: None
|
551 |
+
- Crop aspect: None
|
552 |
+
### nijijourney
|
553 |
+
- Repeats: 0
|
554 |
+
- Total number of images: ~1520
|
555 |
+
- Total number of aspect buckets: 27
|
556 |
+
- Resolution: 1.048576 megapixels
|
557 |
+
- Cropped: False
|
558 |
+
- Crop style: None
|
559 |
+
- Crop aspect: None
|
560 |
+
### experimental
|
561 |
+
- Repeats: 0
|
562 |
+
- Total number of images: ~3152
|
563 |
+
- Total number of aspect buckets: 24
|
564 |
+
- Resolution: 1.048576 megapixels
|
565 |
+
- Cropped: False
|
566 |
+
- Crop style: None
|
567 |
+
- Crop aspect: None
|
568 |
+
### ethnic
|
569 |
+
- Repeats: 0
|
570 |
+
- Total number of images: ~3184
|
571 |
+
- Total number of aspect buckets: 22
|
572 |
+
- Resolution: 1.048576 megapixels
|
573 |
+
- Cropped: False
|
574 |
+
- Crop style: None
|
575 |
+
- Crop aspect: None
|
576 |
+
### sports
|
577 |
+
- Repeats: 0
|
578 |
+
- Total number of images: ~880
|
579 |
+
- Total number of aspect buckets: 17
|
580 |
+
- Resolution: 1.048576 megapixels
|
581 |
+
- Cropped: False
|
582 |
+
- Crop style: None
|
583 |
+
- Crop aspect: None
|
584 |
+
### gay
|
585 |
+
- Repeats: 0
|
586 |
+
- Total number of images: ~1176
|
587 |
+
- Total number of aspect buckets: 21
|
588 |
+
- Resolution: 1.048576 megapixels
|
589 |
+
- Cropped: False
|
590 |
+
- Crop style: None
|
591 |
+
- Crop aspect: None
|
592 |
+
### architecture
|
593 |
+
- Repeats: 0
|
594 |
+
- Total number of images: ~4472
|
595 |
+
- Total number of aspect buckets: 25
|
596 |
+
- Resolution: 1.048576 megapixels
|
597 |
+
- Cropped: False
|
598 |
+
- Crop style: None
|
599 |
+
- Crop aspect: None
|
600 |
+
### shutterstock
|
601 |
+
- Repeats: 0
|
602 |
+
- Total number of images: ~21200
|
603 |
+
- Total number of aspect buckets: 35
|
604 |
+
- Resolution: 1.048576 megapixels
|
605 |
+
- Cropped: False
|
606 |
+
- Crop style: None
|
607 |
+
- Crop aspect: None
|
608 |
+
### cinemamix-1mp
|
609 |
+
- Repeats: 0
|
610 |
+
- Total number of images: ~7440
|
611 |
+
- Total number of aspect buckets: 5
|
612 |
+
- Resolution: 1.048576 megapixels
|
613 |
+
- Cropped: False
|
614 |
+
- Crop style: None
|
615 |
+
- Crop aspect: None
|
616 |
+
### nsfw-1024
|
617 |
+
- Repeats: 100
|
618 |
+
- Total number of images: ~10888
|
619 |
+
- Total number of aspect buckets: 1
|
620 |
+
- Resolution: 1.048576 megapixels
|
621 |
+
- Cropped: False
|
622 |
+
- Crop style: None
|
623 |
+
- Crop aspect: None
|
624 |
+
### anatomy
|
625 |
+
- Repeats: 5
|
626 |
+
- Total number of images: ~16520
|
627 |
+
- Total number of aspect buckets: 24
|
628 |
+
- Resolution: 1.048576 megapixels
|
629 |
+
- Cropped: False
|
630 |
+
- Crop style: None
|
631 |
+
- Crop aspect: None
|
632 |
+
### bg20k-1024
|
633 |
+
- Repeats: 0
|
634 |
+
- Total number of images: ~89480
|
635 |
+
- Total number of aspect buckets: 46
|
636 |
+
- Resolution: 1.048576 megapixels
|
637 |
+
- Cropped: False
|
638 |
+
- Crop style: None
|
639 |
+
- Crop aspect: None
|
640 |
+
### yoga
|
641 |
+
- Repeats: 0
|
642 |
+
- Total number of images: ~3696
|
643 |
+
- Total number of aspect buckets: 20
|
644 |
+
- Resolution: 1.048576 megapixels
|
645 |
+
- Cropped: False
|
646 |
+
- Crop style: None
|
647 |
+
- Crop aspect: None
|
648 |
+
### photo-aesthetics
|
649 |
+
- Repeats: 0
|
650 |
+
- Total number of images: ~33288
|
651 |
+
- Total number of aspect buckets: 30
|
652 |
+
- Resolution: 1.048576 megapixels
|
653 |
+
- Cropped: False
|
654 |
+
- Crop style: None
|
655 |
+
- Crop aspect: None
|
656 |
+
### text-1mp
|
657 |
+
- Repeats: 5
|
658 |
+
- Total number of images: ~13312
|
659 |
+
- Total number of aspect buckets: 28
|
660 |
+
- Resolution: 1.048576 megapixels
|
661 |
+
- Cropped: False
|
662 |
+
- Crop style: None
|
663 |
+
- Crop aspect: None
|
664 |
+
### sfwbooru
|
665 |
+
- Repeats: 0
|
666 |
+
- Total number of images: ~639104
|
667 |
+
- Total number of aspect buckets: 66
|
668 |
+
- Resolution: 1.048576 megapixels
|
669 |
+
- Cropped: False
|
670 |
+
- Crop style: None
|
671 |
+
- Crop aspect: None
|
672 |
+
|
673 |
+
|
674 |
+
## Inference
|
675 |
+
|
676 |
+
|
677 |
+
```python
|
678 |
+
import torch
|
679 |
+
from diffusers import DiffusionPipeline
|
680 |
+
from lycoris import create_lycoris_from_weights
|
681 |
+
|
682 |
+
model_id = 'terminusresearch/flux-booru-v0.2'
|
683 |
+
adapter_id = 'pytorch_lora_weights.safetensors' # you will have to download this manually
|
684 |
+
lora_scale = 1.0
|
685 |
+
wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer)
|
686 |
+
wrapper.merge_to()
|
687 |
+
|
688 |
+
prompt = "A photo-realistic image of a cat"
|
689 |
+
|
690 |
+
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
|
691 |
+
image = pipeline(
|
692 |
+
prompt=prompt,
|
693 |
+
num_inference_steps=20,
|
694 |
+
generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
|
695 |
+
width=1024,
|
696 |
+
height=1024,
|
697 |
+
guidance_scale=4.0,
|
698 |
+
).images[0]
|
699 |
+
image.save("output.png", format="PNG")
|
700 |
+
```
|
701 |
+
|