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sd_xl_dpo_lora_v1-128dim.safetensors
751 MB · SafeTensor
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About This Model
STABLE DIFFUSION XL 1.0 · LoRAs
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. 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
Creator notes
UPDATE:
1-added LoRA of SD XL DPO, NOT TURBO(usual settings for SD XL with this LoRA)
2-added LoRA of SD 1.5 DPO(usual settings for SD 1.5 with this LoRA, Clip Skip 1 for Real, Clip Skip 2 for Anime)
Turbo version can be used ONLY with NOT-turbo checkpoints, while the not-turbo version can be used with both turbo and not-turbo checkpoints.
LoRA based on sdxl turbo DPO, you can use the TURBO DPO with any stable diffusion xl checkpoint, few seconds = 1 image(3 seconds with a nvidia rtx 3060 12 GB with 1024x768 resolution)
SDXL DPO Turbo Checkpoint:
Turbo LoRA:
Turbo Checkpoint:
Question: What is DPO SDXL?
Answer: DPO SDXL from hugginface,
DPO SD 1.5 from hugginface,
For ComfyUI: use this LoRA with my workflow for sd xl turbo(change the lora_name):
For webui 1111: write in the prompt:
1-Sampling method on webui 1111: LCM(install animatediff extension if you don't see it in sampling list)
2-CFG Scale: from 1 to 2,5
3-Sampling steps: from 4 to 8
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If you want to support me, check out my Patreon:
Follow me on civitai(!!!):
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Deviantart:
Pixiv:
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SHA256
DEABC05005431288CDD1DC0AB6B3FD11BF95B42736C9CE30A32A50841E0E21CC
ModelTrends.ai Model ID
#8405
Flag content
Example renders
Prompts and settings shared by the people who made these renders on Civitai. Pick a render to see how it was made.
Settings
Sampler
LCM
Steps
10
Guidance
1
Seed
2233748223036097300
Size
1344x1728
Clip skip
2
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, scenery, wide shot, science fiction, sci-fi, futuristic, post-apocalyptic sci-fi ruins, massive crumbling alien towers, futuristic architecture in decay, ominous overcast sky, desolate muddy terrain, scattered debris and rubble, advanced tactical soldiers exploring, armored vehicle with orange lights, cinematic moody lighting, foggy dystopian atmosphere, abandoned alien megastructures, high-detail textures, stormy weather, wide-angle view, towering ruins, hostile wasteland, sci-fi exploration scene, wet reflective ground, eerie silence, looming threats, dark ambient tones, futuristic decay, ruined metropolis backdrop
Negative prompt
deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers, drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly, anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch
Settings
Sampler
LCM
Steps
10
Guidance
1
Size
1344x1728
Clip skip
2
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, scenery, wide shot, glowing, girl, full body shot, red theme, laboratory, japanese style, mechanical, night, moody lighting, ying yi, nj (sfgh), color spread, translucent, light, detailed, intricate, beautiful, stunning, highly detail, advanced, romantic, enhanced, vibrant, pure, clear, artistic, appealing, rich deep colors, complex, epic, exquisite, cinematic, fine surreal, cool, polished, pretty, colorful, illuminated, nice, brilliant, creative, cute, illustration, disheveled hair, detailed eyes, perfect composition, moist skin, intricate details
Settings
Sampler
LCM
Steps
10
Guidance
1
Seed
4427396206507222000
Size
1344x1728
Clip skip
2
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, masterwork, detailed, high detail, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, dramatic lighting, scenery, wide shot, science fiction, sci-fi, futuristic, steampunk, steam, victorian, mechanical, fog, vehicle, cannon, intricate, building, glowing, girl, full body shot, white theme, city, trash, night, rim light, mon (monmon2133), nj (sfgh), frank, rich, color, clear, neat, modern, dynamic, appealing, shiny, highly saturated, complex, pleasing, magnificent, luxury, elite
Negative prompt
deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers, drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly, anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch
Settings
Sampler
LCM
Steps
10
Guidance
1
Seed
67516966320250910
Size
1344x1728
Clip skip
2
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, scenery, wide shot, science fiction, sci-fi, futuristic, steampunk, victorian, mechanical, fog, intricate structure, mechanical pipe, building, glowing, girl, full body shot, olive theme, shrine, sunset, strong lighting, zakkizaki, nj (xuqy), relaxed, fantastic, highly detailed, professional fine detail, stunning light, attractive, elegant, beautiful, epic, dramatic, complex, color, fancy background, illuminated, cinematic, elaborate, rich colors, surreal, cute
Negative prompt
deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers, drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly, anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch
Settings
Sampler
LCM
Steps
10
Guidance
1
Size
896x1152
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, (scenery, landscape, wide shot:1.5), outdoors, shrine, holy, scenic, vibrant, highly detailed, artistic, fine detail, perfect composition, sharp focus
Settings
Sampler
LCM
Steps
10
Guidance
1
Size
896x1152
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, girl, looking at viewer, straight hair, forehead, slightly smile, blouse, open collar, pants, relaxed look, cowboy shot, sit on edge of sofa, arm on armrest, lean on armrest of sofa, slight wind
Settings
Sampler
Euler a
Steps
10
Guidance
1
Seed
122291900
Size
832x1216
Clip skip
2
Weight used
1
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, scenery, wide shot, science fiction, sci-fi, futuristic, post-apocalyptic sci-fi ruins, massive crumbling alien towers, futuristic architecture in decay, ominous overcast sky, desolate muddy terrain, scattered debris and rubble, cinematic moody lighting, foggy dystopian atmosphere, abandoned alien megastructures, high-detail textures, stormy weather, wide-angle view, towering ruins, hostile wasteland, sci-fi exploration scene, wet reflective ground, eerie silence, looming threats, dark ambient tones, futuristic decay, ruined metropolis backdrop, SemiNrealism, SemiRrealism, SemiFrealism, IllusP0s, building,ruins,gas station, ruanyi0723,post-apocalypse,overgrown,moss, broken police car, motor vehicle, damaged truck, vignette, letterboxed, horror (theme), night, dark, building, outdoors, photo background, real world location, street, van, railing, road, fence, city, damaged, bridge, overgrown,moss, outdoor, overcast, cloudy, overgrown post apocalyptic street, broken cars, dilapidated houses, houses covered in moss, road is damaged, side view, depth of field, raining, overcast, strong winds, cloudy, muted colors, thunderstorm, debris, particles, dark, heavy rain, dynamic angle, from below, low angle, wide shot,
Negative prompt
deformed, bad anatomy, disfigured, poorly drawn face, mutated, extra limb, ugly, poorly drawn hands, missing limb, floating limbs, disconnected limbs, disconnected head, malformed hands, long neck, mutated hands and fingers, bad hands, missing fingers, cropped, worst quality, low quality, mutation, poorly drawn, huge calf, bad hands, fused hand, missing hand, disappearing arms, disappearing thigh, disappearing calf, disappearing legs, missing fingers, fused fingers, abnormal eye proportion, Abnormal hands, abnormal legs, abnormal feet, abnormal fingers, drawing, painting, crayon, sketch, graphite, impressionist, noisy, blurry, soft, deformed, ugly, anime, cartoon, graphic, text, painting, crayon, graphite, abstract, glitch
Settings
Sampler
LCM
Steps
10
Guidance
1
Size
1344x1728
Prompt
(embedding:IllusP0s:1.3), masterpiece, best quality, newest, absurdres, highres, aesthetic, very aesthetic, great atmosphere, amazing ambience, perfect composition, extremely sharp focus, scenery, medieval europe, fantasy, colorful, blue theme, cowboy shot, from above, wide shot, town, heavy rain, professional
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