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Model card auto-generated by SimpleTuner

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@@ -1,115 +1,73 @@
1
  ---
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  license: other
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- base_model: black-forest-labs/FLUX.1-dev
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  tags:
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- - flux
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- - flux-diffusers
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- - text-to-image
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- - diffusers
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- - simpletuner
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- - safe-for-work
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- - lora
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- - template:sd-lora
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- - standard
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  inference: true
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  widget:
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- - text: unconditional (blank prompt)
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_0_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A steaming bowl of ramen with
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- chopsticks resting on the edge, against a background of concentric orange
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- and blue circles. The noodles are detailed in a geometric pattern and the
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- steam creates a rhythmic design.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_1_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A vintage record player with vinyl
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- spinning, set on a yellow table. The background features an alternating
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- chevron pattern in purple and green. The turntable's mechanical parts are
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- rendered in precise geometric shapes.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_2_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A sleeping cat curled up in a modernist
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- chair, with a background of interlocking hexagons in red and blue. The cat's
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- fur is stylized into rhythmic curves, matching the geometric environment.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_3_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A classic motorcycle viewed from the
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- side, against a backdrop of radiating diamond patterns in teal and gold. The
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- chrome parts reflect abstract shapes, and the wheels create circular motifs
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- in the composition.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_4_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, Portrait of a woman with silver hair
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- wearing dotted blue glasses and a white lace collar, against a swirling
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- background of green and yellow patterns. The background features geometric
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- circles and zigzag designs.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_5_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A storefront sign for 'Golden Palace
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- Noodles' in both English and Chinese characters, mounted on a tall pole
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- against a geometric cityscape with blue and tan buildings. A small arrow
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- points to available parking.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_6_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, Dark purple figs sliced in half on a
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- terra cotta plate, revealing their seeded interiors. The background features
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- a repeating pattern of blue and yellow squares, with wavy lines creating a
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- dynamic lower section.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_7_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, Two young people wearing matching navy
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- shirts and light gray face masks, posed against a warm yellow background.
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- Their curly hair and gentle head tilts create a symmetrical composition.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_8_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A hamster wearing tiny glasses and a
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- bowtie sitting at a miniature desk with a tiny laptop, against a background
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- of spiral patterns in teal and orange. Office supplies scaled to
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- hamster-size are arranged neatly on the desk.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_9_0.png
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- - text: >-
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- In the style of a b3nbr4nd painting, A bearded man in a plaid shirt and
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- denim apron carefully sanding a mid-century modern chair, surrounded by
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- woodworking tools. The background features overlapping triangles in rust and
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- navy blue colors, with sawdust creating delicate patterns in the air.
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  parameters:
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- negative_prompt: blurry, cropped, ugly
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  output:
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  url: ./assets/image_10_0.png
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- - text: In the style of a b3nbr4nd painting, wolf of the north
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- output:
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- url: images/example_hue95rjbg.png
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-
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  ---
114
 
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  # Ben-Brand-LoRA
@@ -146,7 +104,7 @@ You may reuse the base model text encoder for inference.
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  ## Training settings
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  - Training epochs: 1
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- - Training steps: 2000
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  - Learning rate: 0.0001
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  - Learning rate schedule: polynomial
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  - Warmup steps: 100
@@ -173,7 +131,7 @@ You may reuse the base model text encoder for inference.
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  ### ben-brand-256
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  - Repeats: 10
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  - Total number of images: 98
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- - Total number of aspect buckets: 1
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  - Resolution: 0.065536 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -191,7 +149,7 @@ You may reuse the base model text encoder for inference.
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  ### ben-brand-512
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  - Repeats: 10
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  - Total number of images: 98
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- - Total number of aspect buckets: 1
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  - Resolution: 0.262144 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -209,7 +167,7 @@ You may reuse the base model text encoder for inference.
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  ### ben-brand-768
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  - Repeats: 10
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  - Total number of images: 98
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- - Total number of aspect buckets: 1
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  - Resolution: 0.589824 megapixels
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  - Cropped: False
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  - Crop style: None
@@ -245,7 +203,7 @@ You may reuse the base model text encoder for inference.
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  ### ben-brand-1440
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  - Repeats: 10
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  - Total number of images: 98
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- - Total number of aspect buckets: 1
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  - Resolution: 2.0736 megapixels
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  - Cropped: False
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  - 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
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+ - template:sd-lora
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+ - standard
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  inference: true
15
  widget:
16
+ - text: 'unconditional (blank prompt)'
17
  parameters:
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+ 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:
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+ negative_prompt: 'blurry, cropped, ugly'
24
  output:
25
  url: ./assets/image_1_0.png
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+ - 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
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+ - 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:
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+ 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
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+ - Training steps: 2500
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
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+ - Total number of aspect buckets: 6
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  - Resolution: 0.065536 megapixels
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  - Cropped: False
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  - Crop style: None
 
149
  ### ben-brand-512
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  - Repeats: 10
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  - Total number of images: 98
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+ - Total number of aspect buckets: 7
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  - Resolution: 0.262144 megapixels
154
  - Cropped: False
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  - Crop style: None
 
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  ### ben-brand-768
168
  - Repeats: 10
169
  - Total number of images: 98
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+ - Total number of aspect buckets: 2
171
  - Resolution: 0.589824 megapixels
172
  - Cropped: False
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  - Crop style: None
 
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  ### ben-brand-1440
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  - Repeats: 10
205
  - Total number of images: 98
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+ - Total number of aspect buckets: 2
207
  - Resolution: 2.0736 megapixels
208
  - Cropped: False
209
  - Crop style: None