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Model card auto-generated by SimpleTuner

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1
  ---
2
  license: other
3
- base_model: black-forest-labs/FLUX.1-dev
4
  tags:
5
- - flux
6
- - flux-diffusers
7
- - text-to-image
8
- - diffusers
9
- - simpletuner
10
- - safe-for-work
11
- - lora
12
- - template:sd-lora
13
- - standard
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: >-
22
- In the style of a b3nbr4nd painting, A steaming bowl of ramen with
23
- chopsticks resting on the edge, against a background of concentric orange
24
- and blue circles. The noodles are detailed in a geometric pattern and the
25
- steam creates a rhythmic design.
26
  parameters:
27
- negative_prompt: blurry, cropped, ugly
28
  output:
29
  url: ./assets/image_1_0.png
30
- - text: >-
31
- In the style of a b3nbr4nd painting, A vintage record player with vinyl
32
- spinning, set on a yellow table. The background features an alternating
33
- chevron pattern in purple and green. The turntable's mechanical parts are
34
- rendered in precise geometric shapes.
35
  parameters:
36
- negative_prompt: blurry, cropped, ugly
37
  output:
38
  url: ./assets/image_2_0.png
39
- - text: >-
40
- In the style of a b3nbr4nd painting, A sleeping cat curled up in a modernist
41
- chair, with a background of interlocking hexagons in red and blue. The cat's
42
- fur is stylized into rhythmic curves, matching the geometric environment.
43
  parameters:
44
- negative_prompt: blurry, cropped, ugly
45
  output:
46
  url: ./assets/image_3_0.png
47
- - text: >-
48
- In the style of a b3nbr4nd painting, A classic motorcycle viewed from the
49
- side, against a backdrop of radiating diamond patterns in teal and gold. The
50
- chrome parts reflect abstract shapes, and the wheels create circular motifs
51
- in the composition.
52
  parameters:
53
- negative_prompt: blurry, cropped, ugly
54
  output:
55
  url: ./assets/image_4_0.png
56
- - text: >-
57
- In the style of a b3nbr4nd painting, Portrait of a woman with silver hair
58
- wearing dotted blue glasses and a white lace collar, against a swirling
59
- background of green and yellow patterns. The background features geometric
60
- circles and zigzag designs.
61
  parameters:
62
- negative_prompt: blurry, cropped, ugly
63
  output:
64
  url: ./assets/image_5_0.png
65
- - text: >-
66
- In the style of a b3nbr4nd painting, A storefront sign for 'Golden Palace
67
- Noodles' in both English and Chinese characters, mounted on a tall pole
68
- against a geometric cityscape with blue and tan buildings. A small arrow
69
- points to available parking.
70
  parameters:
71
- negative_prompt: blurry, cropped, ugly
72
  output:
73
  url: ./assets/image_6_0.png
74
- - text: >-
75
- In the style of a b3nbr4nd painting, Dark purple figs sliced in half on a
76
- terra cotta plate, revealing their seeded interiors. The background features
77
- a repeating pattern of blue and yellow squares, with wavy lines creating a
78
- dynamic lower section.
79
  parameters:
80
- negative_prompt: blurry, cropped, ugly
81
  output:
82
  url: ./assets/image_7_0.png
83
- - text: >-
84
- In the style of a b3nbr4nd painting, Two young people wearing matching navy
85
- shirts and light gray face masks, posed against a warm yellow background.
86
- Their curly hair and gentle head tilts create a symmetrical composition.
87
  parameters:
88
- negative_prompt: blurry, cropped, ugly
89
  output:
90
  url: ./assets/image_8_0.png
91
- - text: >-
92
- In the style of a b3nbr4nd painting, A hamster wearing tiny glasses and a
93
- bowtie sitting at a miniature desk with a tiny laptop, against a background
94
- of spiral patterns in teal and orange. Office supplies scaled to
95
- hamster-size are arranged neatly on the desk.
96
  parameters:
97
- negative_prompt: blurry, cropped, ugly
98
  output:
99
  url: ./assets/image_9_0.png
100
- - text: >-
101
- In the style of a b3nbr4nd painting, A bearded man in a plaid shirt and
102
- denim apron carefully sanding a mid-century modern chair, surrounded by
103
- woodworking tools. The background features overlapping triangles in rust and
104
- navy blue colors, with sawdust creating delicate patterns in the air.
105
  parameters:
106
- negative_prompt: blurry, cropped, ugly
107
  output:
108
  url: ./assets/image_10_0.png
109
- - text: >-
110
- In the style of a b3nbr4nd painting, windows, hanging lights, cube shapes,
111
- night sky, interior, glass walls, cityscape view, reflections, indoor
112
- lighting, architectural design, ceiling grid, geometric shapes, open space,
113
- floor reflection, frame structures, exterior environment, horizon, enclosed
114
- glass room, symmetrical arrangement.
115
- output:
116
- url: images/example_1o217307s.png
117
- - text: >-
118
- In the style of a b3nbr4nd painting, A light-skinned, blonde-haired
119
- character with blue-green eyes is partially hidden behind a dark brown
120
- wooden easel, holding a thin paintbrush in their right hand. They are
121
- wearing a dark grey long-sleeved shirt and are positioned in a room with a
122
- window showing greenery outside. Sunlight appears to be coming through the
123
- window, casting a warm light on the scenes
124
- output:
125
- url: images/example_ucr8z54gk.png
126
- - text: >-
127
- In the style of a b3nbr4nd painting, snake, black snakes, desert, cacti,
128
- cactus, prickly pear cactus, yucca plant, orange eye, mountains, purple
129
- mountains, blue sky, green cactus, yellow desert, close-up view, coiled
130
- snake, landscape, arid environment, vegetation, plant, side view, foreground
131
- snake, background mountains
132
- output:
133
- url: images/example_dzflrmjnh.png
134
- - text: >-
135
- In the style of a b3nbr4nd painting, elephant, blue elephant, pink earz,
136
- yellow stars on ears, tusks, LV logo on forehead, standing in water, night
137
- sky, stars, hills in background, orange sun, grassy hills, river, centered
138
- composition, foreground elephant, background hills, detailed ears, yellow
139
- tusks
140
- output:
141
- url: images/example_qcn3jzw0k.png
142
- - text: >-
143
- In the style of a b3nbr4nd painting, Lone cowboy with a neon-accented black
144
- hat, glowing blue trench coat, high-tech revolver, walking through a desert
145
- with holographic cacti, distant monolithic structures, sunset merging with
146
- neon city lights.
147
- output:
148
- url: images/example_gdmyxo62r.png
149
- - text: >-
150
- In the style of a b3nbr4nd painting, Grand hallway lined with glowing
151
- arches, checkerboard floors reflecting celestial patterns, tall crystalline
152
- windows revealing a surreal pink and blue landscape beyond, sense of
153
- infinite depth.
154
- output:
155
- url: images/example_z0ltdvvt2.png
156
- - text: >-
157
- In the style of a b3nbr4nd painting, Enormous coiled serpent with shimmering
158
- obsidian scales, golden eyes, desert dunes stretching infinitely behind,
159
- ancient ruins partially buried in sand, cryptic glowing runes along its
160
- spine, divine protector vibe.
161
- output:
162
- url: images/example_rr77xfv4s.png
163
- - text: >-
164
- In the style of a b3nbr4nd painting, Futuristic city with towering glass
165
- spires, floating walkways, cascading waterfalls from sky bridges, deep
166
- twilight hues, citizens in glowing garments, neon signage in an unknown
167
- language, misty ethereal lighting.
168
- output:
169
- url: images/example_zspcepsdq.png
170
- - text: >-
171
- In the style of a b3nbr4nd painting, Hooded woman with three eyes, one on
172
- forehead glowing white, intricate tattoos on hands, sitting before a pool of
173
- shifting liquid light, ancient walls covered in carved symbols, deep,
174
- resonant mysticism.
175
- output:
176
- url: images/example_f3lzi6acu.png
177
- - text: >-
178
- In the style of a b3nbr4nd painting, Grand temple with floating stained
179
- glass windows that shift and realign, monks kneeling in meditation, luminous
180
- orbs orbiting them, ceiling expanding into a night sky filled with
181
- constellations forming living creatures.
182
- output:
183
- url: images/example_j3hxhqdp3.png
184
- - text: >-
185
- In the style of a b3nbr4nd painting, Arching bridge leading to a glowing
186
- circular portal, clouds parting to reveal an upside-down city in the sky,
187
- robed traveler stepping forward cautiously, vibrant auroras shimmering at
188
- the edges.
189
- output:
190
- url: images/example_p6j5bwso5.png
191
- - text: >-
192
- In the style of a b3nbr4nd painting, Towering domed structure suspended
193
- among the clouds, enormous telescopes extending outward, luminous pathways
194
- leading to observation decks, a planetary system reflected in the massive
195
- glass walls, scholars watching celestial phenomena.
196
- output:
197
- url: images/example_f0y7q6w9w.png
198
- - text: >-
199
- In the style of a b3nbr4nd painting, Towering bookshelves stretching into
200
- the horizon, glowing tomes levitating mid-air, staircases spiraling into
201
- unknown dimensions, a robed figure holding an open book with pages
202
- unraveling into stardust.
203
- output:
204
- url: images/example_dflnkpmzp.png
205
- - text: >-
206
- In the style of a b3nbr4nd painting, Lone traveler in tattered robes riding
207
- a skeletal horse, dust storm swirling around, faint glows of lost souls
208
- flickering in the dunes, cracked earth revealing an ancient, forgotten road.
209
- output:
210
- url: images/example_0fe2ayczq.png
211
- - text: >-
212
- In the style of a b3nbr4nd painting, Enormous clockwork mechanism suspended
213
- in a dark void, gears turning with golden precision, celestial bodies
214
- orbiting in synchronized harmony, lone figure adjusting levers, determining
215
- the fate of time itself.
216
- output:
217
- url: images/example_lb95251sm.png
218
- - text: >-
219
- In the style of a b3nbr4nd painting, A vast hall of glowing manuscripts,
220
- suspended in midair, pages turning on their own, ink shifting and rewriting
221
- itself, golden runes pulsing with ancient intent, a hooded figure walking
222
- the aisles, reading a text that changes as they do.
223
- output:
224
- url: images/example_lkzcxa76f.png
225
- - text: >-
226
- In the style of a b3nbr4nd painting, A being formed of pure language, its
227
- body a lattice of recursive syntax and unspoken thoughts, floating above an
228
- ocean of shifting ink, reality reshaping itself with every phrase it utters.
229
- output:
230
- url: images/example_1hlv18kx3.png
231
- - text: >-
232
- In the style of a b3nbr4nd painting, An antique mirror set in an empty
233
- cathedral, reflecting people who aren’t there, their faces formed from old
234
- photographs and long-lost letters, whispers bleeding through the silver
235
- surface, telling secrets no one remembers.
236
- output:
237
- url: images/example_dn7ec68m4.png
238
- - text: >-
239
- In the style of a b3nbr4nd painting, A vast desert of petrified books, pages
240
- turned to stone, a robed traveler discovering a single glowing word carved
241
- into the sand, its sound vibrating the air, mountains shifting, reality
242
- itself taking a deep breath.
243
- output:
244
- url: images/example_c8u65d1iw.png
245
- - text: >-
246
- In the style of a b3nbr4nd painting, A planetary-sized machine covered in
247
- engraved circuitry, tectonic plates shifting to spell out new realities, a
248
- small group of figures on a floating platform, watching as a new history is
249
- constructed beneath them.
250
- output:
251
- url: images/example_rdek94yoa.png
252
- - text: >-
253
- In the style of a b3nbr4nd painting, A pale figure standing at the edge of
254
- time, whispering equations into the wind, numbers etching themselves into
255
- the fabric of reality, entire civilizations forming and dissolving with each
256
- passing breath.
257
- output:
258
- url: images/example_njle5wzw6.png
259
-
260
  ---
261
 
262
  # Ben-Brand-LoRA
@@ -293,7 +104,7 @@ You may reuse the base model text encoder for inference.
293
  ## Training settings
294
 
295
  - Training epochs: 1
296
- - Training steps: 3000
297
  - Learning rate: 0.0001
298
  - Learning rate schedule: polynomial
299
  - Warmup steps: 100
@@ -320,7 +131,7 @@ You may reuse the base model text encoder for inference.
320
  ### ben-brand-256
321
  - Repeats: 10
322
  - Total number of images: 98
323
- - Total number of aspect buckets: 6
324
  - Resolution: 0.065536 megapixels
325
  - Cropped: False
326
  - Crop style: None
@@ -338,7 +149,7 @@ You may reuse the base model text encoder for inference.
338
  ### ben-brand-512
339
  - Repeats: 10
340
  - Total number of images: 98
341
- - Total number of aspect buckets: 4
342
  - Resolution: 0.262144 megapixels
343
  - Cropped: False
344
  - Crop style: None
@@ -356,7 +167,7 @@ You may reuse the base model text encoder for inference.
356
  ### ben-brand-768
357
  - Repeats: 10
358
  - Total number of images: 98
359
- - Total number of aspect buckets: 3
360
  - Resolution: 0.589824 megapixels
361
  - Cropped: False
362
  - Crop style: None
@@ -374,7 +185,7 @@ You may reuse the base model text encoder for inference.
374
  ### ben-brand-1024
375
  - Repeats: 10
376
  - Total number of images: 98
377
- - Total number of aspect buckets: 2
378
  - Resolution: 1.048576 megapixels
379
  - Cropped: False
380
  - Crop style: None
@@ -392,7 +203,7 @@ You may reuse the base model text encoder for inference.
392
  ### ben-brand-1440
393
  - Repeats: 10
394
  - Total number of images: 98
395
- - Total number of aspect buckets: 8
396
  - Resolution: 2.0736 megapixels
397
  - Cropped: False
398
  - Crop style: None
 
1
  ---
2
  license: other
3
+ base_model: "black-forest-labs/FLUX.1-dev"
4
  tags:
5
+ - flux
6
+ - flux-diffusers
7
+ - text-to-image
8
+ - diffusers
9
+ - simpletuner
10
+ - safe-for-work
11
+ - lora
12
+ - template:sd-lora
13
+ - standard
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: 'In the style of a b3nbr4nd painting, A steaming bowl of ramen with chopsticks resting on the edge, against a background of concentric orange and blue circles. The noodles are detailed in a geometric pattern and the steam creates a rhythmic design.'
 
 
 
 
22
  parameters:
23
+ negative_prompt: 'blurry, cropped, ugly'
24
  output:
25
  url: ./assets/image_1_0.png
26
+ - text: 'In the style of a b3nbr4nd painting, A vintage record player with vinyl spinning, set on a yellow table. The background features an alternating chevron pattern in purple and green. The turntable''s mechanical parts are rendered in precise geometric shapes.'
 
 
 
 
27
  parameters:
28
+ negative_prompt: 'blurry, cropped, ugly'
29
  output:
30
  url: ./assets/image_2_0.png
31
+ - text: 'In the style of a b3nbr4nd painting, A sleeping cat curled up in a modernist chair, with a background of interlocking hexagons in red and blue. The cat''s fur is stylized into rhythmic curves, matching the geometric environment.'
 
 
 
32
  parameters:
33
+ negative_prompt: 'blurry, cropped, ugly'
34
  output:
35
  url: ./assets/image_3_0.png
36
+ - text: 'In the style of a b3nbr4nd painting, A classic motorcycle viewed from the side, against a backdrop of radiating diamond patterns in teal and gold. The chrome parts reflect abstract shapes, and the wheels create circular motifs in the composition.'
 
 
 
 
37
  parameters:
38
+ negative_prompt: 'blurry, cropped, ugly'
39
  output:
40
  url: ./assets/image_4_0.png
41
+ - text: 'In the style of a b3nbr4nd painting, Portrait of a woman with silver hair wearing dotted blue glasses and a white lace collar, against a swirling background of green and yellow patterns. The background features geometric circles and zigzag designs.'
 
 
 
 
42
  parameters:
43
+ negative_prompt: 'blurry, cropped, ugly'
44
  output:
45
  url: ./assets/image_5_0.png
46
+ - text: 'In the style of a b3nbr4nd painting, A storefront sign for ''Golden Palace Noodles'' in both English and Chinese characters, mounted on a tall pole against a geometric cityscape with blue and tan buildings. A small arrow points to available parking.'
 
 
 
 
47
  parameters:
48
+ negative_prompt: 'blurry, cropped, ugly'
49
  output:
50
  url: ./assets/image_6_0.png
51
+ - text: 'In the style of a b3nbr4nd painting, Dark purple figs sliced in half on a terra cotta plate, revealing their seeded interiors. The background features a repeating pattern of blue and yellow squares, with wavy lines creating a dynamic lower section.'
 
 
 
 
52
  parameters:
53
+ negative_prompt: 'blurry, cropped, ugly'
54
  output:
55
  url: ./assets/image_7_0.png
56
+ - text: 'In the style of a b3nbr4nd painting, Two young people wearing matching navy shirts and light gray face masks, posed against a warm yellow background. Their curly hair and gentle head tilts create a symmetrical composition.'
 
 
 
57
  parameters:
58
+ negative_prompt: 'blurry, cropped, ugly'
59
  output:
60
  url: ./assets/image_8_0.png
61
+ - text: 'In the style of a b3nbr4nd painting, A hamster wearing tiny glasses and a bowtie sitting at a miniature desk with a tiny laptop, against a background of spiral patterns in teal and orange. Office supplies scaled to hamster-size are arranged neatly on the desk.'
 
 
 
 
62
  parameters:
63
+ negative_prompt: 'blurry, cropped, ugly'
64
  output:
65
  url: ./assets/image_9_0.png
66
+ - text: 'In the style of a b3nbr4nd painting, A bearded man in a plaid shirt and denim apron carefully sanding a mid-century modern chair, surrounded by woodworking tools. The background features overlapping triangles in rust and navy blue colors, with sawdust creating delicate patterns in the air.'
 
 
 
 
67
  parameters:
68
+ negative_prompt: 'blurry, cropped, ugly'
69
  output:
70
  url: ./assets/image_10_0.png
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
71
  ---
72
 
73
  # Ben-Brand-LoRA
 
104
  ## Training settings
105
 
106
  - Training epochs: 1
107
+ - Training steps: 3500
108
  - Learning rate: 0.0001
109
  - Learning rate schedule: polynomial
110
  - Warmup steps: 100
 
131
  ### ben-brand-256
132
  - Repeats: 10
133
  - Total number of images: 98
134
+ - Total number of aspect buckets: 1
135
  - Resolution: 0.065536 megapixels
136
  - Cropped: False
137
  - Crop style: None
 
149
  ### ben-brand-512
150
  - Repeats: 10
151
  - Total number of images: 98
152
+ - Total number of aspect buckets: 3
153
  - Resolution: 0.262144 megapixels
154
  - Cropped: False
155
  - Crop style: None
 
167
  ### ben-brand-768
168
  - Repeats: 10
169
  - Total number of images: 98
170
+ - Total number of aspect buckets: 6
171
  - Resolution: 0.589824 megapixels
172
  - Cropped: False
173
  - Crop style: None
 
185
  ### ben-brand-1024
186
  - Repeats: 10
187
  - Total number of images: 98
188
+ - Total number of aspect buckets: 7
189
  - Resolution: 1.048576 megapixels
190
  - Cropped: False
191
  - Crop style: None
 
203
  ### ben-brand-1440
204
  - Repeats: 10
205
  - Total number of images: 98
206
+ - Total number of aspect buckets: 4
207
  - Resolution: 2.0736 megapixels
208
  - Cropped: False
209
  - Crop style: None