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DPO (Direct Preference Optimization) LoRA for XL and 1.5 - OpenRail++

RAW photo, a close-up picture of a dog, blue eyes, reflection in it's eyes
RAW photo, a close-up picture of a cat, orange eyes, reflection in it's eyes
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, <lora:MJ52:0.3> <lora:clothing_slider_v19:1> <lora:sd_xl_dpo_lora_v1:1> <lora:zavy-cntrst-sdxl:1> <lora:sinfully_stylish_SDKL:1> Pores, Subtle skin, Authentic Skin, natural detailed skin, face closeup, portrait <lora:FluxDFaeTasticDetails:0.7> <lora:artisketchyfs-v02:0.7> <lora:sameface2:0.7> <lora:ck-painterly-fantasy:0.7> in the style of ckpf <lora:Vibrantly_Dark_style_v.1:0.7> vibrantlydark style
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, huge muscles, twink bodybuilder, huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, (in Otomo Katsuhiro style:1.2), masterpiece, high-quality, A young woman standing in a field of bioluminescent flowers that glow faintly in the night, each flower lights up as she steps closer casting a gentle neon light on her serene expression, captured from an over-the-shoulder view giving the sense of following her into this magical landscape, Style is Soft surrealism with glowing botanical textures, gentle lighting, tranquil and mystical, (elaborate fine details:1.1), (hyperdetailed:1.1), (intricate details:1.0), (Refined details:1.1), (best quality:1.1), (high resolution:1.2), big natural breasts, <lora:FLUX\artilands:0.6> <lora:FLUX\PrismaticPersona:0.7> <lora:FLUX\Anime v1.3:0.6> <lora:FLUX\dreadmirth-art-style:0.5> <lora:FLUX\Anime realistic V1:0.5> <lora:FLUX\Fluorescentizer FLUX A:0.5> <lora:FLUX_anime_Special Ink-drawing mode_merge_24_medium_3_00001_:1> Special Ink-drawing mode, animeniji, 2D flat anime, cartoon-style, intricate linework with expressive contrasts, soft lighting with dynamic highlights, WLOP
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Model Description by Creator

What is DPO?

DPO is Direct Preference Optimization, the name given to the process whereby a diffusion model is finetuned based on human-chosen images. Meihua Dang et. al. have trained Stable Diffusion 1.5 and Stable Diffusion XL using this method and the Pick-a-Pic v2 Dataset, which can be found at https://huggingface.co/datasets/yuvalkirstain/pickapic_v2, and wrote a paper about it at https://huggingface.co/papers/2311.12908.

What does it Do?

The trained DPO models have been observed to produce higher quality images than their untuned counterparts, with a significant emphasis on the adherence of the model to your prompt. These LoRA can bring that prompt adherence to other fine-tuned Stable Diffusion models.

Who Trained This?

These LoRA are based on the works of Meihua Dang (https://huggingface.co/mhdang) at

https://huggingface.co/mhdang/dpo-sdxl-text2image-v1 and https://huggingface.co/mhdang/dpo-sd1.5-text2image-v1, licensed under OpenRail++.

How were these LoRA Made?

They were created using Kohya SS by extracting them from other OpenRail++ licensed checkpoints on CivitAI and HuggingFace.

1.5: https://civitai.com/models/240850/sd15-direct-preference-optimization-dpo extracted from https://huggingface.co/fp16-guy/Stable-Diffusion-v1-5_fp16_cleaned/blob/main/sd_1.5.safetensors.

XL: https://civitai.com/models/238319/sd-xl-dpo-finetune-direct-preference-optimization extracted from https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/sd_xl_base_1.0_0.9vae.safetensors

These are also hosted on HuggingFace at https://huggingface.co/benjamin-paine/sd-dpo-offsets/

Images Generated With This Model

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RAW photo, a close-up picture of a dog, blue eyes, reflection in it's eyes
N/A
Hidden For Public Users
RAW photo, a close-up picture of a dog, blue eyes, reflection in it's eyes
Info
RAW photo, a close-up picture of a cat, orange eyes, reflection in it's eyes
N/A
Hidden For Public Users
RAW photo, a close-up picture of a cat, orange eyes, reflection in it's eyes
Info
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, <lora:MJ52:0.3> <lora:clothing_slider_v19:1> <lora:sd_xl_dpo_lora_v1:1> <lora:zavy-cntrst-sdxl:1> <lora:sinfully_stylish_SDKL:1> Pores, Subtle skin, Authentic Skin, natural detailed skin, face closeup, portrait <lora:FluxDFaeTasticDetails:0.7> <lora:artisketchyfs-v02:0.7> <lora:sameface2:0.7> <lora:ck-painterly-fantasy:0.7> in the style of ckpf <lora:Vibrantly_Dark_style_v.1:0.7> vibrantlydark style
N/A
Hidden For Public Users
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, <lora:MJ52:0.3> <lora:clothing_slider_v19:1> <lora:sd_xl_dpo_lora_v1:1> <lora:zavy-cntrst-sdxl:1> <lora:sinfully_stylish_SDKL:1> Pores, Subtle skin, Authentic Skin, natural detailed skin, face closeup, portrait <lora:FluxDFaeTasticDetails:0.7> <lora:artisketchyfs-v02:0.7> <lora:sameface2:0.7> <lora:ck-painterly-fantasy:0.7> in the style of ckpf <lora:Vibrantly_Dark_style_v.1:0.7> vibrantlydark style
Info
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, huge muscles, twink bodybuilder, huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
N/A
Hidden For Public Users
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, huge muscles, twink bodybuilder, huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
Info
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Train AI to generate stunning photos of yourself in any style or setting
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
N/A
Hidden For Public Users
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
Info
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
N/A
Hidden For Public Users
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
Info
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
N/A
Hidden For Public Users
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), by sligarthetiger, ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
Info
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
N/A
Hidden For Public Users
((SFW)), realistic, photo, eyes, detailed eyes, photorealistic details, volumetric lighting, 3d, 3d \(artwork\), ((hyperrealistic, realistic:1.4)), <lora:Seelreal_muscle_Echo:0.4>, <lora:sd_xl_dpo_lora_v1:0.3> BREAK Solo, canine, cute twunk, bolt, furry, anthro, male, masculine, sharp teeth, pointed ears, white fur, smooth fur, blue eyes, fangs, black lips, full lips, (huge muscles, twink bodybuilder), huge traps, muscular chest, big biceps, wide hips, slim waist, abs, huge perky butt, abs definition, thick thighs, grey jogging pants, pants sagging, shirt, hip slip, black ballcap, backwards facing cap BREAK Detailed background, bathroom, standing, dynamic pose, confident pose, taking a bathroom selfie, head tilt, looking at viewer, smirk
Info
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, (in Otomo Katsuhiro style:1.2), masterpiece, high-quality, A young woman standing in a field of bioluminescent flowers that glow faintly in the night, each flower lights up as she steps closer casting a gentle neon light on her serene expression, captured from an over-the-shoulder view giving the sense of following her into this magical landscape, Style is Soft surrealism with glowing botanical textures, gentle lighting, tranquil and mystical, (elaborate fine details:1.1), (hyperdetailed:1.1), (intricate details:1.0), (Refined details:1.1), (best quality:1.1), (high resolution:1.2), big natural breasts, <lora:FLUX\artilands:0.6> <lora:FLUX\PrismaticPersona:0.7> <lora:FLUX\Anime v1.3:0.6> <lora:FLUX\dreadmirth-art-style:0.5> <lora:FLUX\Anime realistic V1:0.5> <lora:FLUX\Fluorescentizer FLUX A:0.5> <lora:FLUX_anime_Special Ink-drawing mode_merge_24_medium_3_00001_:1> Special Ink-drawing mode, animeniji, 2D flat anime, cartoon-style, intricate linework with expressive contrasts, soft lighting with dynamic highlights, WLOP
N/A
Hidden For Public Users
made of porcellain and gold, cute, humorous, witty, funny, comical, vibrant, (in Otomo Katsuhiro style:1.2), masterpiece, high-quality, A young woman standing in a field of bioluminescent flowers that glow faintly in the night, each flower lights up as she steps closer casting a gentle neon light on her serene expression, captured from an over-the-shoulder view giving the sense of following her into this magical landscape, Style is Soft surrealism with glowing botanical textures, gentle lighting, tranquil and mystical, (elaborate fine details:1.1), (hyperdetailed:1.1), (intricate details:1.0), (Refined details:1.1), (best quality:1.1), (high resolution:1.2), big natural breasts, <lora:FLUX\artilands:0.6> <lora:FLUX\PrismaticPersona:0.7> <lora:FLUX\Anime v1.3:0.6> <lora:FLUX\dreadmirth-art-style:0.5> <lora:FLUX\Anime realistic V1:0.5> <lora:FLUX\Fluorescentizer FLUX A:0.5> <lora:FLUX_anime_Special Ink-drawing mode_merge_24_medium_3_00001_:1> Special Ink-drawing mode, animeniji, 2D flat anime, cartoon-style, intricate linework with expressive contrasts, soft lighting with dynamic highlights, WLOP
Info
RAW photo, a close-up picture of a cat, orange eyes, reflection in it's eyes
N/A
Hidden For Public Users
RAW photo, a close-up picture of a cat, orange eyes, reflection in it's eyes
Info
RAW photo, a close-up picture of a dog, blue eyes, reflection in it's eyes
N/A
Hidden For Public Users
RAW photo, a close-up picture of a dog, blue eyes, reflection in it's eyes
Info
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<lora:zerotwo:1>,1girl, solo, zero_two_\(darling_in_the_franxx\), long_hair, horns, pink_hair, looking_at_viewer, hand_on_hip, smile, hairband, necktie, simple_background, bangs, short_necktie, uniform, white_hairband, grey_background, closed_mouth, straight_hair, aqua_eyes, red_dress, long_sleeves, military_uniform, eyeshadow, orange_necktie, makeup, military, green_eyes, double-breasted
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<lora:zerotwo:1>,1girl, solo, zero_two_\(darling_in_the_franxx\), long_hair, horns, pink_hair, looking_at_viewer, hand_on_hip, smile, hairband, necktie, simple_background, bangs, short_necktie, uniform, white_hairband, grey_background, closed_mouth, straight_hair, aqua_eyes, red_dress, long_sleeves, military_uniform, eyeshadow, orange_necktie, makeup, military, green_eyes, double-breasted
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