Model
.ai
追踪开放 AI 模型
创建者
shiroppo
(Civitai)
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
创作者说明
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 --- If you want to support me, check out my Patreon: Follow me on civitai(!!!): Follow Me on Twitter/X: Deviantart: Pixiv: ---
Civitai 上 2,329 次下载 · 97 个赞
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Ranking badge
Updated Oct 22, 2026
ModelTrends.ai 上的 SDXL DPO Turbo LoRA v1.0 DPO XL not TURBO:Up 0.1% this week
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SDXL DPO Turbo LoRA v1.0 DPO XL not TURBO 热度趋势
热度分数,过去12个月
热度评分
7,812°
本周
▲
0.1%
7,814° 当时,7,812° 现在
本月
▲
0.4%
7,819° 当时,7,812° 现在
过去一年
▲
7.8%
7,877° 当时,7,812° 现在
SDXL DPO Turbo LoRA v1.0 DPO XL not TURBO: 热度分数,过去12个月7,000°7,367°7,733°8,100°8,466°Oct 2025Dec 2025Mar 2026May 2026Aug 2026Oct 20267,812°ModelTrends.ai
7,000°
起点
评分范围是 0° 到 9,999°。低于 7,000° 的部分保留给还没有任何来源报告的模型,这些模型用替代数值填充,保证列表完整。7,000° 是有实际数据的起点:一个有真实数据但几乎没人下载的模型就在这里,后续的度数都是基于它的测量。起点本身不反映模型质量,只有起点以上的度数才区分不同模型。
+1,010°
Civitai 下载量
该版本在Civitai上有2,329次下载。下载是最重要的因素,按对数刻度计数:下载量增加十倍,热度增加300°,所以百万下载的模型不会比千次下载的热度高一千倍。六个下载来源共享该指标,按各自下载量比例分配。
+299°
点赞数
各来源累计点赞数为 97。点赞权重是下载量的一半,按同样的对数比例计算。
−497°
年龄
−497°,因为 SDXL 权重发布于 2023。每个模型继承其权重的年龄:每年扣 150°,最多扣 750°,直到达到上限。没有这个扣减,排行榜前列会被 2022 和 2023 年的检查点占据,因为它们下载量积累了多年。
显示详细分解
本站上的每个数字都可以查证。这个模型的热度评分是 7,812°,这里一步步展示了它是如何组成的,每一步都有累计总分:起点、每个来源增加的度数、模型类型的加成以及权重年龄的扣减。颜色对应上方图表的区间。最后的词汇表解释了所有术语。
  1. 1
    从起点开始。
    为什么是 7,000° 而不是零:评分范围是 0° 到 9,999°,低于 7,000° 的部分保留给还没有任何来源报告的模型,这些模型用替代数值填充,保证列表完整且不会超过有数据的模型。7,000° 是有实际数据的起点。一个有真实数据但几乎没人下载的模型就在这里;后续的度数都是测量值,起点以上有十个十倍下载阶梯,每阶梯增加 300°。起点对所有模型一样,不影响排名;区分模型的是起点以上的度数。
    7,000°
    累计总数
  2. 2
    加上下载量。
    总共2,329个下载等价量,来自Civitai 下载量。下载量增加十倍,热度增加相同的300°,所以大小很重要,但不会让分数失控。
    +1,010°
    8,010°
    累计总数
  3. 3
    加上点赞数。
    97个点赞和竖起大拇指,权重是下载量的一半。
    +299°
    8,309°
    累计总数
  4. 4
    去除年龄。
    SDXL权重发布于2023:每年扣除150°,最多扣除750°,直到达到最大值。
    −497°
    7,812°
    累计总数
  5. =
    热度得分。
    这个模型在本站所有榜单上的排名。没有其他因素会调整它。
    7,812°
术语表:这里用到的术语
热度得分
一个数字,表示模型当前的使用和需求程度,范围从0°到9,999°。本站所有标注为最热门的榜单都按这个分数排序,别无他物。
基准线
所有有真实数据的模型起始于7,000°。分数范围是0°到9,999°;基准线以下的部分保留给无数据的替代模型,这样有数据的模型总是排在无数据模型之上。基准线对所有人相同,不影响排名;超过基准线的度数才是实际测量值。
下载等价量
得分中当作下载计算的所有项目总和:下载本身,每个种子上传者算1,000,每个AI Horde图片和每次生成网站的运行算一个。
对数刻度
以十为单位计数,而不是以一为单位:从1,000到10,000下载增加的热度和从10,000到100,000增加的热度相同。这样可以防止巨头压倒一切。
点赞
来自所有来源的点赞和竖起大拇指,每个点赞在对数刻度上价值半个下载。
采用率
模型当前每天的下载次数,基于两次读数的差值。权重是下载项的四分之一。
测量与估算
测量表示有两个来源的读数,且差异是真实的。估算表示只知道今天的总数,过去的数据是根据模型的生命周期分配的;网站会说明显示的是哪种。
做种者
指那些在线保存权重副本供他人通过种子下载的人,或者提供同样服务的托管镜像。每个做种者相当于1000次下载。
AI Horde
一个志愿者网络,在捐赠的电脑上免费生成图片。它用某个模型生成的图片数量是公开的,每张图片算作一次下载。
生成网站
托管自己模型副本并允许用户生成的站点,比如PixAI、SeaArt和Yodayo。它们的下载计数和Civitai一样,每次生成算一次下载。
OpenRouter 令牌
通过API提供的文本模型,如Claude或GPT,没有权重需要下载,因此其使用量以令牌计量:过去30天内通过OpenRouter(一种许多应用使用的网关)读取和生成的文本片段。每10,000,000个令牌计为一次下载。来源:OpenRouter (openrouter.ai/rankings),CC BY 4.0。
完整模型(检查点)
权重文件本身,是能独立生成的文件。它会获得额外加分,因为附加组件依赖它。
LoRA和嵌入
小型附加文件,用来引导别人的权重朝向某种风格、角色或概念。它们不能单独运行。
家族与权重
模型构建所基于的基础,比如SD 1.5、SDXL、Flux或Wan。每个模型继承其家族权重的发布日期。
年龄
根据家族权重发布多久,扣除的度数:每年150°,最多750°。它保留了那些积累了多年下载量的老模型,防止它们被挤出榜单顶部。
家族加成
对当前网站重点推广的某个家族的LoRA给予的小幅度限制性加分,总是在分数细目中列出。
替代分数
给还没有任何来源报告的模型一个稳定的最低分数,这样榜单才完整。它永远不会高于有数据的模型。
新模型!(宽限期)
不到7天的新模型显示“新模型!”而非分数,且不参与排名。其分数从第一天开始计算,但一天大的模型增长最快,若不等待,周榜#1总是昨天刚发布的模型,而非持续一周的。
趋势
模型在某段时间内的增长与同一时间段内典型模型增长的对比。比典型快表示上升,比典型慢表示下降。
典型模型
目录的中间值:一半有数据的模型增长比它快,一半比它慢。
这个模型的受欢迎程度相对于整个目录的变化:它在每个时间段内下载量、点赞和使用量的增长,和同一时间段内典型模型的增长相比,以及当时的热度分数。高于典型增长表示上升,低于则表示下降。过去的数据是从今天的总数、模型的第一天和测量的下载速度(如果有两次测量)推算出来的;如果模型在某个时间段开始时不存在,则显示为 n/a。
示例作品
以下提示词和参数由在 Civitai 上创作这些作品的人分享。选择一张作品查看它是如何生成的。
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
种子
2233748223036097300
尺寸
1344x1728
Clip skip
2
提示词
(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
负面提示词
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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
尺寸
1344x1728
Clip skip
2
提示词
(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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
种子
4427396206507222000
尺寸
1344x1728
Clip skip
2
提示词
(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
负面提示词
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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
种子
67516966320250910
尺寸
1344x1728
Clip skip
2
提示词
(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
负面提示词
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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
尺寸
896x1152
提示词
(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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
尺寸
896x1152
提示词
(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
Render by Danny_Pockets on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
Euler a
步数
10
引导强度
1
种子
122291900
尺寸
832x1216
Clip skip
2
使用权重
1
提示词
(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,
负面提示词
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
Render by Bone_Of_Moon on
Civitai
·
Prompt on BunchaPrompts
举报
参数
采样器
LCM
步数
10
引导强度
1
尺寸
1344x1728
提示词
(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
本地运行
sd_xl_dpo_lora_v1-128dim.safetensors
751 MB · SafeTensor
下载由 Civitai 提供。部分创建者要求先登录 Civitai。