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1
+ ---
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+ license: other
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+ base_model: "terminusresearch/flux-booru-v0.2"
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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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+ - not-for-all-audiences
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+ - lora
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+ - template:sd-lora
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+ - lycoris
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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: 'Alien planet, strange rock formations, glowing plants, bizarre creatures, surreal atmosphere'
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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: 'Alien marketplace, bizarre creatures, exotic goods, vibrant colors, otherworldly atmosphere'
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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: 'Child holding a balloon, happy expression, colorful balloons, sunny day, high detail'
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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: 'a 4-panel comic strip showing an orange cat saying the words ''HELP'' and ''LASAGNA'''
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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: 'a hand is holding a comic book with a cover that reads ''The Adventures of Superhero'''
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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: 'Underground cave filled with crystals, glowing lights, reflective surfaces, fantasy environment, high detail'
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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: 'Bustling cyberpunk bazaar, vendors, neon signs, advanced tech, crowded, high detail'
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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: 'Cyberpunk hacker in a dark room, neon glow, multiple screens, intense focus, high detail'
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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: 'a cybernetic anne of green gables with neural implant and bio mech augmentations'
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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: 'Post-apocalyptic cityscape, ruined buildings, overgrown vegetation, dark and gritty, high detail'
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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: 'Magical castle in a lush forest, glowing windows, fantasy architecture, high resolution, detailed textures'
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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_11_0.png
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+ - text: 'Ruins of an ancient temple in an enchanted forest, glowing runes, mystical creatures, high detail'
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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_12_0.png
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+ - text: 'Mystical forest, glowing plants, fairies, magical creatures, fantasy art, high detail'
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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_13_0.png
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+ - text: 'Magical garden with glowing flowers, fairies, serene atmosphere, detailed plants, high resolution'
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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_14_0.png
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+ - text: 'Whimsical garden filled with fairies, magical plants, sparkling lights, serene atmosphere, high detail'
92
+ parameters:
93
+ negative_prompt: 'blurry, cropped, ugly'
94
+ output:
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+ url: ./assets/image_15_0.png
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+ - 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:
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+ url: ./assets/image_16_0.png
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+ - text: 'Fantasy world, floating islands in the sky, waterfalls, lush vegetation, detailed landscape, high resolution'
102
+ parameters:
103
+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_17_0.png
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+ - text: 'Futuristic city skyline at night, neon lights, cyberpunk style, high contrast, sharp focus'
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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_18_0.png
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+ - text: 'Space battle scene, starships fighting, laser beams, explosions, cosmic background'
112
+ parameters:
113
+ negative_prompt: 'blurry, cropped, ugly'
114
+ output:
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+ url: ./assets/image_19_0.png
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+ - 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'
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+ output:
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+ url: ./assets/image_22_0.png
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+ - 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
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+ - text: 'Forest with neon-lit trees, glowing plants, bioluminescence, surreal atmosphere, high detail'
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+ parameters:
153
+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_27_0.png
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+ - 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
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+ - text: 'Pirate ship on the high seas, stormy weather, detailed sails, dramatic waves, photorealistic'
167
+ parameters:
168
+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_30_0.png
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+ - text: 'Pirate discovering a treasure chest, detailed gold coins, tropical island, dramatic lighting'
172
+ parameters:
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+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_31_0.png
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+ - 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
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+ - 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'
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+ output:
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+ url: ./assets/image_33_0.png
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+ - text: '1980s arcade, neon lights, vintage game machines, kids playing, vibrant colors, nostalgic atmosphere'
187
+ parameters:
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+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_34_0.png
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+ - text: '1980s game room with vintage arcade machines, neon lights, vibrant colors, nostalgic feel'
192
+ parameters:
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+ negative_prompt: 'blurry, cropped, ugly'
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+ output:
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+ url: ./assets/image_35_0.png
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+ - text: 'Robot blacksmith forging metal, sparks flying, detailed workshop, futuristic and medieval blend'
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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_36_0.png
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+ - text: 'Sleek robot performing a dance, futuristic theater, holographic effects, detailed, high resolution'
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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_37_0.png
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+ - text: 'High-tech factory where robots are assembled, detailed machinery, futuristic setting, high detail'
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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_38_0.png
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+ - text: 'Garden tended by robots, mechanical plants, colorful flowers, futuristic setting, high detail'
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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_39_0.png
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+ - text: 'Cute robotic pet, futuristic home, sleek design, detailed features, friendly and animated'
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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_40_0.png
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+ - text: 'cctv trail camera night time security picture of a wendigo in the woods'
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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_41_0.png
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+ - text: 'Astronaut exploring an alien planet, detailed landscape, futuristic suit, cosmic background'
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+ parameters:
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+ negative_prompt: 'blurry, cropped, ugly'
229
+ output:
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+ 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'
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+ output:
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+ url: ./assets/image_58_0.png
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+ - text: 'Beavis Character Study'
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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_59_0.png
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+ - 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'
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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_60_0.png
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+ - text: 'Butt-head Character Study'
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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_61_0.png
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+ - 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
+