Model card auto-generated by SimpleTuner

README.md

@@ -1,191 +1,17 @@
 ---
 license: other
-base_model: black-forest-labs/FLUX.1-dev
+base_model: "black-forest-labs/FLUX.1-dev"
 tags:
-- flux
-- flux-diffusers
-- text-to-image
-- diffusers
-- simpletuner
-- safe-for-work
-- lora
-- template:sd-lora
-- standard
+  - flux
+  - flux-diffusers
+  - text-to-image
+  - diffusers
+  - simpletuner
+  - safe-for-work
+  - lora
+  - template:sd-lora
+  - standard
 inference: true
-widget:
-- text: unconditional (blank prompt)
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_0_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_1_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_2_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_3_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_4_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_5_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_6_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_7_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_8_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_9_0.png
-- 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.
-  parameters:
-    negative_prompt: blurry, cropped, ugly
-  output:
-    url: ./assets/image_10_0.png
-- text: >-
-    In the style of a b3nbr4nd painting, The Fractured Cathedral – Ruined temple
-    standing between timelines, stained glass windows refracting multiple
-    realities, golden gears turning in the vaulted ceiling, priests in robes of
-    shifting colors, a mechanical choir humming in binary, relics of forgotten
-    AI scattered on an altar, static crackling like divine whispers.
-  output:
-    url: images/example_a42xk8qba.png
-- text: >-
-    In the style of a b3nbr4nd painting, The Cartographer of Lost Time – A
-    hunched figure tracing glowing lines across an ancient map, ink shifting as
-    if alive, continents forming and vanishing, thousands of tiny golden orbs
-    orbiting the parchment, the map itself whispering of places that no longer
-    exist, candlelight flickering in unknown patterns.
-  output:
-    url: images/example_0916y8ymq.png
-- text: >-
-    In the style of a b3nbr4nd painting, A steaming outdoor pool carved from
-    volcanic rock, floating lanterns casting rippling golden reflections, pale
-    steam curling upwards into a canopy of sapphire sky, koi fish with silver
-    scales swimming in slow, deliberate circles.
-  output:
-    url: images/example_aych9v4t1.png
-- text: >-
-    In the style of a b3nbr4nd painting, A spiraling staircase covered in deep
-    red velvet, disappearing into a hazy golden glow, framed by walls of dark
-    mahogany, intricate carvings of animals moving subtly when not directly
-    observed.
-  output:
-    url: images/example_xm1y3tb6v.png
-- text: >-
-    In the style of a b3nbr4nd painting, A vast, half-built cathedral where
-    stained-glass windows flicker between scenes, as though buffering reality
-    itself. The stone pillars extend endlessly into the sky, sometimes breaking
-    apart into pixels before reforming. At the altar, a priest made of light
-    raises their hands, their face cycling through a thousand unreadable
-    expressions.
-  output:
-    url: images/example_05vukxmgl.png
-- text: >-
-    In the style of a b3nbr4nd painting, A spiraling stone staircase wrapped
-    around itself, leading both up and down in an endless paradox. Footsteps
-    echo from ahead and behind, but the traveler never sees another person.
-    Hanging lanterns flicker in rhythmic pulses, illuminating carvings of eyes
-    that seem to watch, waiting for the moment someone understands the pattern.
-  output:
-    url: images/example_xizv9nrx2.png
-- text: >-
-    In the style of a b3nbr4nd painting, starry night sky, tall buildings,
-    skyscrapers, windows, connected buildings, walkway, green checkerboard
-    pattern walkway, arched windows, trees with lights, urban landscape,
-    geometric architecture, city night scene, multicolored buildings, modern
-    cityscape, midground walkway, background buildings, illuminated windows,
-    high-rise structures, blue building, city park with lights
-  output:
-    url: images/example_naqqp69cu.png
-- text: >-
-    In the style of a b3nbr4nd painting, blue vases, pink tulips, table with
-    patterned tablecloth, orange mugs, green teapot, posters on wall, red
-    poster, text on red poster, white text, yellow wall, drawers in background,
-    multiple cups, ceramic kettle, lid on kettle, floral mug, window with
-    striped curtains, indoor scene, objects on table, vase in center, tea set
-  output:
-    url: images/example_gfqdxqy36.png
-- text: >-
-    In the style of a b3nbr4nd painting, Towering red clocktower, golden clock
-    hands frozen at midnight, gears visible through glass windows, standing in a
-    misty valley, deep blue sky, orange and pink clouds, warm glowing lanterns
-    on stone pathway, ivy creeping up brick walls, metal staircase leading to a
-    rooftop observatory.
-  output:
-    url: images/example_6507viyod.png
-- text: >-
-    In the style of a b3nbr4nd painting, Armored knight in reflective silver
-    plate, tattered blue cape, standing on a vast frozen lake, sword planted in
-    ice, glowing runes along blade, towering ice formations in background, pale
-    full moon overhead, scattered red leaves on ice surface, distant torches
-    flickering along mountain ridge.
-  output:
-    url: images/example_lso7epi33.png
 
 ---
 
@@ -211,7 +37,7 @@ None
 
 Note: The validation settings are not necessarily the same as the [training settings](#training-settings).
 
-You can find some example images in the following gallery:
+
 
 
 <Gallery />
@@ -222,10 +48,10 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 1
-- Training steps: 3500
-- Learning rate: 0.0001
-  - Learning rate schedule: polynomial
+- Training epochs: 2
+- Training steps: 3750
+- Learning rate: 0.00015
+  - Learning rate schedule: constant
   - Warmup steps: 100
 - Max grad norm: 0.1
 - Effective batch size: 6
@@ -250,7 +76,7 @@ You may reuse the base model text encoder for inference.
 ### ben-brand-256
 - Repeats: 10
 - Total number of images: 98
-- Total number of aspect buckets: 1
+- Total number of aspect buckets: 3
 - Resolution: 0.065536 megapixels
 - Cropped: False
 - Crop style: None
@@ -286,7 +112,7 @@ You may reuse the base model text encoder for inference.
 ### ben-brand-768
 - Repeats: 10
 - Total number of images: 98
-- Total number of aspect buckets: 6
+- Total number of aspect buckets: 3
 - Resolution: 0.589824 megapixels
 - Cropped: False
 - Crop style: None
@@ -304,7 +130,7 @@ You may reuse the base model text encoder for inference.
 ### ben-brand-1024
 - Repeats: 10
 - Total number of images: 98
-- Total number of aspect buckets: 7
+- Total number of aspect buckets: 4
 - Resolution: 1.048576 megapixels
 - Cropped: False
 - Crop style: None
@@ -322,7 +148,7 @@ You may reuse the base model text encoder for inference.
 ### ben-brand-1440
 - Repeats: 10
 - Total number of images: 98
-- Total number of aspect buckets: 4
+- Total number of aspect buckets: 2
 - Resolution: 2.0736 megapixels
 - Cropped: False
 - Crop style: None