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--- |
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license: creativeml-openrail-m |
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base_model: "black-forest-labs/FLUX.1-dev" |
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tags: |
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- stable-diffusion |
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- stable-diffusion-diffusers |
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- text-to-image |
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- diffusers |
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- simpletuner |
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- lora |
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- not-for-all-audiences |
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- template:sd-lora |
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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: '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_1_1.png |
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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_2_2.png |
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- text: 'a breathtaking naked portrait of a woman, capturing her essence with vibrant colors and expressive features' |
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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 breathtaking naked portrait of a woman, capturing her essence with vibrant colors and expressive features' |
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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_1.png |
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- text: 'a breathtaking naked portrait of a woman, capturing her essence with vibrant colors and expressive features' |
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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_2.png |
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- text: 'a high-quality, detailed photograph of a woman as a sous-chef, immersed in the art of culinary creation' |
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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: 'a high-quality, detailed photograph of a woman as a sous-chef, immersed in the art of culinary creation' |
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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_1.png |
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- text: 'a high-quality, detailed photograph of a woman as a sous-chef, immersed in the art of culinary creation' |
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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_2.png |
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- text: 'a lifelike and intimate naked portrait of a woman exploding into stardust' |
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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: 'a lifelike and intimate naked portrait of a woman exploding into stardust' |
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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_1.png |
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- text: 'a lifelike and intimate naked portrait of a woman exploding into stardust' |
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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_2.png |
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- text: 'a cinematic, visually stunning photo of a naked man, emphasizing his dramatic and captivating presence' |
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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: 'a cinematic, visually stunning photo of a naked man, emphasizing his dramatic and captivating presence' |
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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_1.png |
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- text: 'a cinematic, visually stunning photo of a naked man, emphasizing his dramatic and captivating presence' |
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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_2.png |
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- text: 'an elegant and timeless portrait of a woman, exuding grace and sophistication' |
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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_15_0.png |
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- text: 'an elegant and timeless portrait of a woman, exuding grace and sophistication' |
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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_16_1.png |
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- text: 'an elegant and timeless portrait of a woman, exuding grace and sophistication' |
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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_17_2.png |
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- text: 'a dynamic and adventurous photo of a woman, captured in an exciting, action-filled moment' |
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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: 'a dynamic and adventurous photo of a woman, captured in an exciting, action-filled moment' |
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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_19_1.png |
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- text: 'a dynamic and adventurous photo of a woman, captured in an exciting, action-filled moment' |
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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_20_2.png |
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- text: 'a mysterious and enigmatic portrait of a woman, shrouded in shadows and intrigue' |
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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_21_0.png |
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- text: 'a mysterious and enigmatic portrait of a woman, shrouded in shadows and intrigue' |
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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_22_1.png |
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- text: 'a mysterious and enigmatic portrait of a woman, shrouded in shadows and intrigue' |
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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_23_2.png |
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- text: 'a vintage-style portrait of a woman, evoking the charm and nostalgia of a bygone era' |
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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_24_0.png |
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- text: 'a vintage-style portrait of a woman, evoking the charm and nostalgia of a bygone era' |
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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_25_1.png |
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- text: 'a vintage-style portrait of a woman, evoking the charm and nostalgia of a bygone era' |
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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_26_2.png |
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- text: 'an artistic and abstract representation of a woman, blending creativity with visual storytelling' |
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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_27_0.png |
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- text: 'an artistic and abstract representation of a woman, blending creativity with visual storytelling' |
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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_28_1.png |
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- text: 'an artistic and abstract representation of a woman, blending creativity with visual storytelling' |
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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_29_2.png |
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- text: 'a futuristic and cutting-edge portrayal of a woman, set against a backdrop of advanced technology' |
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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_30_0.png |
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- text: 'a futuristic and cutting-edge portrayal of a woman, set against a backdrop of advanced technology' |
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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_31_1.png |
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- text: 'a futuristic and cutting-edge portrayal of a woman, set against a backdrop of advanced technology' |
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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_32_2.png |
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- text: 'a beautifully crafted portrait of a woman, highlighting her natural beauty and unique features' |
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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_33_0.png |
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- text: 'a beautifully crafted portrait of a woman, highlighting her natural beauty and unique features' |
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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_34_1.png |
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- text: 'a beautifully crafted portrait of a woman, highlighting her natural beauty and unique features' |
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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_35_2.png |
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- text: 'a powerful and striking portrait of a man, capturing his strength and character' |
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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: 'a powerful and striking portrait of a man, capturing his strength and character' |
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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_1.png |
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- text: 'a powerful and striking portrait of a man, capturing his strength and character' |
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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_2.png |
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- text: 'a playful and spirited portrait of a clunky robot, capturing its metallic, shiny innocence' |
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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: 'a playful and spirited portrait of a clunky robot, capturing its metallic, shiny innocence' |
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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_1.png |
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- text: 'a playful and spirited portrait of a clunky robot, capturing its metallic, shiny innocence' |
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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_2.png |
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- text: 'a charming and vibrant portrait of a naked chewbacca full-body photo, emphasizing his hairy personality and joy' |
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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_42_0.png |
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- text: 'a charming and vibrant portrait of a naked chewbacca full-body photo, emphasizing his hairy personality and joy' |
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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_43_1.png |
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- text: 'a charming and vibrant portrait of a naked chewbacca full-body photo, emphasizing his hairy personality and joy' |
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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_44_2.png |
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- text: 'a charming and warm photograph of a man at the beach on a sunny day' |
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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_45_0.png |
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- text: 'a charming and warm photograph of a man at the beach on a sunny day' |
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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_46_1.png |
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- text: 'a charming and warm photograph of a man at the beach on a sunny day' |
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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_47_2.png |
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- text: 'a cute man sitting in a roller coaster car, looking like he is enjoying the day at the theme park' |
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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_48_0.png |
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- text: 'a cute man sitting in a roller coaster car, looking like he is enjoying the day at the theme park' |
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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_49_1.png |
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- text: 'a cute man sitting in a roller coaster car, looking like he is enjoying the day at the theme park' |
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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_50_2.png |
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- text: 'a photograph of a juggalo from insane clown posse standing with his gang of thugs' |
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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_51_0.png |
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- text: 'a photograph of a juggalo from insane clown posse standing with his gang of thugs' |
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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_52_1.png |
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- text: 'a photograph of a juggalo from insane clown posse standing with his gang of thugs' |
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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_53_2.png |
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- text: 'a fully-clothed photograph of an adult woman, in photograph style' |
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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_54_0.png |
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- text: 'a fully-clothed photograph of an adult woman, in photograph style' |
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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_55_1.png |
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- text: 'a fully-clothed photograph of an adult woman, in photograph style' |
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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_56_2.png |
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--- |
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# flux-dreambooth-lora-r128-dev-reddit |
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This is a LoRA derived from [black-forest-labs/FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev). |
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The main validation prompt used during training was: |
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``` |
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a fully-clothed photograph of an adult woman, in photograph style |
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``` |
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## Validation settings |
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- CFG: `3.0` |
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- CFG Rescale: `0.0` |
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- Steps: `20` |
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- Sampler: `None` |
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- Seed: `420420420` |
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- Resolutions: `1024x1024,1280x768,960x1152` |
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Note: The validation settings are not necessarily the same as the [training settings](#training-settings). |
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You can find some example images in the following gallery: |
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<Gallery /> |
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The text encoder **was not** trained. |
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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: 23500 |
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- Learning rate: 4e-05 |
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- Effective batch size: 8 |
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- Micro-batch size: 8 |
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- Gradient accumulation steps: 1 |
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- Number of GPUs: 1 |
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- Prediction type: flow-matching |
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- Rescaled betas zero SNR: False |
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- Optimizer: adamw_bf16 |
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- Precision: bf16 |
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- Quantised: No |
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- Xformers: Not used |
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- LoRA Rank: 128 |
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- LoRA Alpha: 128.0 |
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- LoRA Dropout: 0.1 |
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- LoRA initialisation style: default |
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## Datasets |
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### normalnudes |
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- Repeats: 0 |
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- Total number of images: 1126 |
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- Total number of aspect buckets: 2 |
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- Resolution: 1.0 megapixels |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: random |
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### nsfw-1024 |
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- Repeats: 0 |
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- Total number of images: 10816 |
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- Total number of aspect buckets: 1 |
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- Resolution: 512 px |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: square |
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### shutterstock |
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- Repeats: 0 |
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- Total number of images: 21076 |
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- Total number of aspect buckets: 1 |
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- Resolution: 512 px |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: square |
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### normalnudes-1024 |
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- Repeats: 0 |
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- Total number of images: 1080 |
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- Total number of aspect buckets: 15 |
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- Resolution: 1.048576 megapixels |
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- Cropped: False |
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- Crop style: None |
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- Crop aspect: None |
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### nsfw-1024px |
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- Repeats: 0 |
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- Total number of images: 10816 |
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- Total number of aspect buckets: 14 |
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- Resolution: 1.048576 megapixels |
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- Cropped: False |
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- Crop style: None |
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- Crop aspect: None |
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### shutterstock-1024 |
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- Repeats: 0 |
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- Total number of images: 21055 |
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- Total number of aspect buckets: 28 |
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- Resolution: 1.048576 megapixels |
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- Cropped: False |
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- Crop style: None |
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- Crop aspect: None |
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### julia |
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- Repeats: 0 |
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- Total number of images: 34 |
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- Total number of aspect buckets: 1 |
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- Resolution: 512 px |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: square |
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### riverphoenix |
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- Repeats: 0 |
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- Total number of images: 27 |
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- Total number of aspect buckets: 1 |
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- Resolution: 512 px |
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- Cropped: True |
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- Crop style: random |
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- Crop aspect: square |
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## Inference |
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```python |
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import torch |
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from diffusers import DiffusionPipeline |
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model_id = 'black-forest-labs/FLUX.1-dev' |
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adapter_id = 'ptx0/flux-dreambooth-lora-r128-dev-reddit' |
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pipeline = DiffusionPipeline.from_pretrained(model_id) |
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pipeline.load_lora_weights(adapter_id) |
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prompt = "a fully-clothed photograph of an adult woman, in photograph style" |
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pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu') |
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image = pipeline( |
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prompt=prompt, |
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num_inference_steps=20, |
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generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826), |
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width=1024, |
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height=1024, |
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guidance_scale=3.0, |
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).images[0] |
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image.save("output.png", format="PNG") |
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``` |
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