Model card auto-generated by SimpleTuner

README.md

@@ -7,8 +7,10 @@ tags:
   - text-to-image
   - diffusers
   - simpletuner
+  - safe-for-work
   - lora
   - template:sd-lora
+  - lycoris
 inference: true
 widget:
 - text: 'unconditional (blank prompt)'
@@ -16,7 +18,7 @@ widget:
     negative_prompt: 'blurry, cropped, ugly'
   output:
     url: ./assets/image_0_0.png
-- text: 'sketch, modern architectural design with a serene pond in the foreground, minimalist style, flat roof structures, greenery integration, soft color palette with greens and light blues, people walking, low angle shot, glass and concrete materials, hand-drawn coloring technique, subtle shading, balanced composition, depth with layering, realistic textures, proportional layout, peaceful and natural ambiance.'
+- text: 'The building exhibits a minimalist architectural approach featuring a stark, white cubic form. Sharp, clean lines define its structure, enhancing a geometric precision. The facade is punctuated by rectangular windows and openings, interspersed asymmetrically. The smooth white stucco finish reflects natural light, creating a play of light and shadow that enhances the purity of its form. Surrounded by a similarly white, flat-roofed wall that delineates the boundary without detracting from the building’s monolithic appearance, the surrounding environment features some neighboring residences with tiled roofs and contemporary designs, but the focus remains on the striking simplicity and modern aesthetics of the cube structure against a clear blue sky.'
   parameters:
     negative_prompt: 'blurry, cropped, ugly'
   output:
@@ -33,7 +35,7 @@ The main validation prompt used during training was:
 
 
 ```
-sketch, modern architectural design with a serene pond in the foreground, minimalist style, flat roof structures, greenery integration, soft color palette with greens and light blues, people walking, low angle shot, glass and concrete materials, hand-drawn coloring technique, subtle shading, balanced composition, depth with layering, realistic textures, proportional layout, peaceful and natural ambiance.
+The building exhibits a minimalist architectural approach featuring a stark, white cubic form. Sharp, clean lines define its structure, enhancing a geometric precision. The facade is punctuated by rectangular windows and openings, interspersed asymmetrically. The smooth white stucco finish reflects natural light, creating a play of light and shadow that enhances the purity of its form. Surrounded by a similarly white, flat-roofed wall that delineates the boundary without detracting from the building’s monolithic appearance, the surrounding environment features some neighboring residences with tiled roofs and contemporary designs, but the focus remains on the striking simplicity and modern aesthetics of the cube structure against a clear blue sky.
 ```
 
 ## Validation settings
@@ -57,8 +59,8 @@ You may reuse the base model text encoder for inference.
 
 ## Training settings
 
-- Training epochs: 151
-- Training steps: 5000
+- Training epochs: 1
+- Training steps: 500
 - Learning rate: 0.0001
 - Effective batch size: 1
   - Micro-batch size: 1
@@ -67,7 +69,7 @@ You may reuse the base model text encoder for inference.
 - Prediction type: flow-matching
 - Rescaled betas zero SNR: False
 - Optimizer: adamw_bf16
-- Precision: bf16
+- Precision: Pure BF16
 - Quantised: No
 - Xformers: Not used
 - LyCORIS Config:
@@ -97,14 +99,14 @@ You may reuse the base model text encoder for inference.
 
 ## Datasets
 
-### sktech_dataset
-- Repeats: 0
-- Total number of images: 33
-- Total number of aspect buckets: 1
-- Resolution: 0.147456 megapixels
-- Cropped: True
-- Crop style: center
-- Crop aspect: square
+### my-dataset-1024
+- Repeats: 1
+- Total number of images: 209
+- Total number of aspect buckets: 13
+- Resolution: 1.048576 megapixels
+- Cropped: False
+- Crop style: None
+- Crop aspect: None
 
 
 ## Inference
@@ -121,7 +123,7 @@ lora_scale = 1.0
 wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer)
 wrapper.merge_to()
 
-prompt = "sketch, modern architectural design with a serene pond in the foreground, minimalist style, flat roof structures, greenery integration, soft color palette with greens and light blues, people walking, low angle shot, glass and concrete materials, hand-drawn coloring technique, subtle shading, balanced composition, depth with layering, realistic textures, proportional layout, peaceful and natural ambiance."
+prompt = "The building exhibits a minimalist architectural approach featuring a stark, white cubic form. Sharp, clean lines define its structure, enhancing a geometric precision. The facade is punctuated by rectangular windows and openings, interspersed asymmetrically. The smooth white stucco finish reflects natural light, creating a play of light and shadow that enhances the purity of its form. Surrounded by a similarly white, flat-roofed wall that delineates the boundary without detracting from the building’s monolithic appearance, the surrounding environment features some neighboring residences with tiled roofs and contemporary designs, but the focus remains on the striking simplicity and modern aesthetics of the cube structure against a clear blue sky."
 
 pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
 image = pipeline(