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    [SDXL] RongHua | 容华 | 国风大模型 - v1.1
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    建了个群方便大家交流:695960980

    Hello everyone, it has been a very long time since the last update. I haven't been completely resting; I still love SD and have been working on training the Ronghua model.

    This time, I am bringing you version 4.5 of Ronghua. Version 4.5 uses the tool available at https://github.com/jiayev/GPT4V-Image-Captioner for GPT4+WD14+ manual caption. The model has been further trained on the basis of Ronghua 4 preview1(an early internal fine-turn version) ,using an RTX 6000 Ada for about 30 days.

    大家好,距离上一次的更新真是过了很长很长的时间,我其实并没有完全停下来休息,我依然热爱SD,一直在做有关容华模型训练的事情。

    这次为大家带来的是容华的4.5版本,4.5版本采用 https://github.com/jiayev/GPT4V-Image-Captioner 工具进行GPT4+WD14+人工打标,模型在容华4 preview1(一个早期的内部训练版本)的基础上继续训练,使用RTX 6000 ada训练了大约30天。

    推荐CFG: 3.5

    Recommend CFG: 3.5

    推荐的负面词:

    Recommend Negative prompt: (worst quality, low quality, normal quality, lowres, low details, oversaturated, undersaturated, overexposed, underexposed, grayscale, bw, bad photo, bad photography, bad art:1.4), (watermark, signature, text font, username, error, logo, words, letters, digits, autograph, trademark, name:1.2), (blur, blurry, grainy), morbid, ugly, asymmetrical, mutated malformed, mutilated, poorly lit, bad shadow, draft, cropped, out of frame, cut off, censored, jpeg artifacts, out of focus, glitch, duplicate, (airbrushed, cartoon, anime, semi-realistic, cgi, render, blender, digital art, manga, amateur:1.3), (3D ,3D Game, 3D Game Scene, 3D Character:1.1), (bad hands, bad anatomy, bad body, bad face, bad teeth, bad arms, bad legs, deformities:1.3)

    Below are some revised and newly added ancient style concepts (limited by personal ability, not all concepts are guaranteed to be accurately caption):

    以下是部分微调/新增的古风概念(个人能力有限,无法保证全部概念打标正确):

    ### Traditional Chinese Musical Instruments

    - Dizi (笛) - A traditional Chinese flute.

    - Xiao (箫) - A Chinese vertical end-blown flute.

    - Pipa (琵琶) - A four-stringed Chinese musical instrument, which comes in various forms like:

    - Gudai Pipa (古代琵琶) - Ancient pipa.

    - Earth Pipa (土琵琶) - A smaller version of pipa.

    - Bent-neck Pipa (曲项琵琶) - Pipa with a curved neck.

    - Guqin (古琴) - A plucked seven-string Chinese musical instrument of the zither family.

    ### Chinese Architectural and Landscape Elements

    - Stone Arch Bridge (石拱桥) - A type of bridge featuring a curved arch structure.

    - Scholar's Rocks (文人石) - Naturally occurring or shaped rocks which are traditionally appreciated by Chinese scholars.

    - Bamboo Raft (竹筏) - A raft made out of bamboo.

    ### Chinese Clothing and Accessories

    - Veiled Hat (帷帽) - A traditional Chinese hat with a veil.

    - Fengguan (凤冠) - A type of Chinese phoenix crown worn by noble women.

    - Jade Bracelet (玉手镯) - A bracelet made from jade, often worn for both decoration and symbolic protection.

    - Zan (簪) - Ornamental hairpins used in traditional Chinese hairstyles.

    - Embroidery Shoes (绣花鞋) - Traditional Chinese shoes decorated with embroidery.

    ### Traditional Chinese Games and Leisure Items

    - Weiqi (围棋) - Known in the West as Go, a strategy board game.

    - Wooden Swing (木制秋千) - A swing made of wood.

    - Rattan Ball (藤球) - A ball made from rattan, used in traditional games.

    ### Traditional Chinese Writing and Art Tools

    - Scroll (卷轴) - A roll of parchment or silk used for painting and writing.

    - Bamboo Scroll (竹卷轴) - A scroll made from bamboo.

    - Bamboo Book (竹书) - An ancient Chinese book made from bamboo.

    - Xuan Paper (宣纸) - A kind of paper originating from Xuanzhou city, used for calligraphy and painting.

    - Silk Curtains with Calligraphy (书法丝帘) - Silk curtains adorned with calligraphic art.

    ### Traditional Chinese Household Items

    - Traditional Fan (传统扇子) - Comes in various forms like:

    - Round Fan (团扇)

    - Folding Fan (折扇)

    - Embroidered Fan (绣扇)

    - Paper Umbrella (纸伞) - A type of umbrella made from paper.

    - Pottery Jug (陶壶) - A jug made from pottery.

    - Ceramic Wine Vessels (陶瓷酒器) - Vessels used for serving and drinking wine.

    - Embroidery Hoop (绣花箍) - A tool used to hold fabric taut while embroidering.

    - Incense Burner (香炉) - A container for burning incense.

    ### Other

    - Imperial Memorial (奏折) - A formal report or statement written to the emperor.

    Additionally, below are some high-frequency tags:

    另外以下是部分高频tags:

    文化服饰 - Cultural attire

    hanfu, gufeng, cultural attire, cultural costume, historical costume, hanfu clothing, embroidered silk robe, embroidered garments, ruqun, tang dynasty style, embroidered robe, ancient chinese attire, traditional makeup, traditional chinese hairpin, phoenix crown, traditional hanfu attire, phoenix coronet, chinese traditional clothing, jewelry, embroidered garment

    场景设置 - Scene setting

    Indoor setting, outdoor setting, bedroom setting, ancient Chinese architecture

    拍摄和视觉效果 - Filming and visual effects

    Soft lighting, vibrant colors, natural light, warm color palette, pastel colors, high-quality, soft focus background, blurred background, bokeh effect, clear image quality, warm lighting, cinematic composition, ambient lighting, sharp focus, depth of field, shallow depth of field, dramatic lighting

    人物特征和表情 - Character features and expressions

    Serene expression, youthful appearance, Asian ethnicity, black hair, side profile, makeup, eye contact, long hair, playful expression, looking at camera, young adult, contemplative, poised posture, elegant posture, seated pose

    幻想和角色扮演 - Fantasy and role-playing

    Fantasy, character portrayal, animal ears, fantasy theme, anime-inspired, cosplay photography, costume play, cat ears, tail

    历史和电影 - History and movies

    Historical drama, xianxia, wuxia, period film, film still

    NFSW:

    cleavage, sexy, suggestive pose, thighhighs, high heels, seductive expression, sensual, large breasts, nipples, panties, sheer fabric, see-through, fishnet stockings, boudoir photography, nude

    =======================

    Big thanks to these friends for the buzz tips support! (Listed in no particular order, up to 2023/10/23): 9812chenditemin561、aibernardbittler714、Anbachi2021、chirenshuomeng、Dklove、dkorbat、firisu、jeffca2525105、jiutaogong、mmcCaterpillar、mr7th、nakaaachin、Radeux、rogerwang、Sini5555、spacemonkeyx01473、TracQuoc、wordsmaster、xibik10354751、yama4343、yi_yu、yuleirem123286、zhixuan08299144​

    ***RongHua 1.0 and 1.1 Not include NSFW content, maybe next version...***

    容华】是一个服装、道具、化妆,都经过特化的国风模型,得益于SDXL庞大的参数量,它兼容多种画风,你可以通过不同的提示词组合画出各种风格化的图像。

    Currently, [Ronghua] has not merged any other models, and the model is based on SDXL Base 1.0, which has been trained for more than 150+ hours. All materials are from the Internet.

    Ronghua still has many problems, welcome everyone to use it and give me suggestions.

    This is the first time I have done ft for a large model.Ronghua’s birth was thanks to the opinions and support of the group friends, especially Neo_cute, who gave me direction and confidence, as well as Redpriest9527, aistha, tonyhs, MengX, Faispirit, LYuyang, Maper_leaf, Kelly_V, kwResearch and many other great works that have improved Ronghua’s artistic level.

    There is also the creator of the paradise, Merjic, and all the brothers and sisters, who make me happy and fulfilled every day.

    ===================================

    第一次做大模型的ft,摸爬滚打跌跌撞撞,容华的诞生得亏群友意见和支持,特别鸣谢Neo_cute,给了我方向和信心,还有Redpriest9527、aistha、tonyhs、 MengX、Faispirit、LYuyang、Maper_leaf、Kelly_V、kwResearch 等等很多大佬的作品提升了容华的艺术水平。

    还有乐园的创建者麦橘大佬,和里面的所有哥哥姐姐们,弟弟妹妹们,让我每天都很快乐充实。

    Description

    • 尝试集中修正一些手部问题

    • 增加模型的真实性

    FAQ

    Comments (45)

    QvQAug 10, 2023· 5 reactions
    CivitAI

    1.1能瑟瑟了吗?

    fok3827
    Author
    Aug 10, 2023

    还是不行噢,那是大工程

    CMMYAug 10, 2023· 1 reaction
    CivitAI

    很不错的大模型,大佬请教几个问题一下,

    1.xl大模型的训练有什么比较推荐的优化器嘛,我发现xl和1.5的大模型训练两者有比较大的差距,

    2.大佬是否对训练集有进行自然语言打标呢,

    3.用ai图做训练集是否会训练出很糟糕的图

    fok3827
    Author
    Aug 10, 2023

    1.我个人是用adafactor优化器,我参考的是 这里的tips

    2.训练集有进行自然语言打标

    3.可以用,但是要用质量足够高的ai图,比如细节正确的和肢体手指清楚的。

    BartholomeusAug 10, 2023
    CivitAI

    大佬样片都是用comfyUI生成的,用A1111咒语貌似目前很难相同的效果。

    fok3827
    Author
    Aug 10, 2023

    SDXL用自然语言会有更好的效果,可以试试用gpt辅助,或者你节选一段经典文学的英语描述,我相信会有惊喜

    fok3827
    Author
    Aug 14, 2023

    已更新一批A1111的例子

    AIImageStudioAug 11, 2023· 1 reaction
    CivitAI

    昨天用这个模型跑了不少图,提一点小建议,一个是大多数时候感觉眼睛有点太大了,有种满满的赵薇既视感,第二个是经常出现大小眼的情况,不知道后面的版本是否可以考虑优化一下?anyway,这是一个国风效果非常棒的模型,感谢作者的辛苦劳动。

    fok3827
    Author
    Aug 11, 2023

    大小眼是1.0还是1.1?

    fok3827
    Author
    Aug 11, 2023

    1.1调整了真实感,眼睛应该有正常一点

    AIImageStudioAug 11, 2023

    @fok3827 感谢!我用的是1.0,1.1还没有试过。今天试下。

    fok3827
    Author
    Aug 11, 2023

    @kanseki 好用要来返图噢

    fenghao1233217781998Aug 12, 2023· 6 reactions
    CivitAI

    这是一个非常有前途的模型,希望加入更多的中国元素,比如男人,服装,中国的各种用品

    lc370572819Aug 14, 2023
    CivitAI

    大佬牛逼!本人只有膜拜的份儿……另外在这里提一个小小的建议:能不能尝试多加入一些中国传统男性和男性汉服,甚至大致符合形制的中国盔甲?

    fok3827
    Author
    Aug 14, 2023

    murong009132Aug 14, 2023
    CivitAI

    很好的模型,但是我在使用的时候它并不友好,出现错误“RuntimeError:张量 a (2048) 的大小必须与非单维 1 处张量 b (768) 的大小匹配” 请问大神我该怎么解决它??

    fok3827
    Author
    Aug 14, 2023

    这是一个SDXL模型,SDXL模型与SD1.5模型并不兼容,请确保你的生产环境支持SDXL模型,或者你可以提供更多的线索让我能帮助你

    heng8755aAug 16, 2023· 1 reaction

    把提示词中的lora模型去掉,不支持旧版本的lora模型

    ktale1824890448883Aug 14, 2023
    CivitAI

    加载不了,不知道为什么

    yzysyjz135Aug 15, 2023

    我也

    aayj96gmailAug 15, 2023· 1 reaction

    SD的版本太低,更新到新版本就可以了

    ZXIXIXILSTAug 30, 2023

    @aayj96gmail 怎么更新噢

    RiseHopperAug 31, 2023

    SD1.52 can be loaded。1.51can not

    aayj96gmailSep 26, 2023

    @ZXIXIXILST 我不是自己部署的,用的秋叶的整合包她的启动器里面是有版本选择的,SD更新到1.6.0以上才能支持SDXL的模型

    jiangyunAug 15, 2023
    CivitAI

    大佬你是怎么画超过1024分辨率的图的呀?

    fok3827
    Author
    Aug 15, 2023

    用hires.fix高清修复

    TianYunAug 17, 2023
    CivitAI

    您好大佬,能不能加个联系方式我微信toto000888,我想跟你交流一下FT时候的优化器、优化器参数、lr的方式、内存等问题

    fok3827
    Author
    Aug 17, 2023

    很抱歉我没有办法用微信和你直接交流,关于FT我大部分知识来自kohya_ss/docs/train_README-zh.md at master · bmaltais/kohya_ss (github.com)kohya_ss/docs/Finetuning/top_level.md at master · bmaltais/kohya_ss (github.com) ,希望能对你有帮助。 另外如果你知道merjic的乐园的话,也欢迎来一起讨论更多。

    TianYunAug 24, 2023

    我想加入merjic的乐园怎么加入大佬

    TimeSurgingAug 20, 2023
    CivitAI

    清晰度有待提高,画面朦胧感太重

    fok3827
    Author
    Aug 20, 2023

    你参考一下例图的参数或者把你的作品发出来一起研究

    ShowevrAug 21, 2023· 1 reaction
    CivitAI

    目前最合我脾胃的模型!可玩性非常高,就是出现侧脸的时候,另外一只在背后的眼睛总是绘制错误,非常遗憾。具体的情况,可以查看我生成的有龙的那张图片。

    fok3827
    Author
    Aug 21, 2023

    我尝试修复,目前的话推荐使用faceeditor或者adetailer这种脸部修复插件

    qoot123Sep 2, 2023

    脫了衣服更好玩。完全徹底的一點都逃不過,這樣的人物應該多支持,是男人的福利

    qoot123Sep 2, 2023

    你出現的錯誤,教你怎麼弄,AI本身就有智慧的自動修正功能,你的stable-diffusion-webu應該是還沒有讓電腦完全的認識50%以上的圖片,AI運算會主動記憶在電腦上,你找(張數)的地方,讓它一次畫出100張,畫完,看看有沒有修正了,沒有時,在畫100張,一直畫到圖片是正確的為止,然後圖片是正確的以後,把正確的圖片,按圖生圖,讓它生出另一張,然後按保存,這樣以後,遇到任何人物就會出現以這張保存的圖為主體。

    TianYunAug 24, 2023
    CivitAI

    作者使用什么卡训练的,多大显存呀

    fok3827
    Author
    Aug 24, 2023

    4090 24G

    ohmypearAug 29, 2023
    CivitAI

    点生成以后就卡住不动了 点中止给我一个未完成的鬼图 是我电脑配置太低了吗 我显卡2060

    loping151Aug 31, 2023

    显存不够,4090也难画动,sdxl太吃显存了

    fok3827
    Author
    Sep 1, 2023

    建议升级webui到1.6试试

    RiseHopperSep 4, 2023

    真的假的?我3060跑起来很顺利,1024成1024的分辨率,20秒就出图了

    kolletSep 5, 2023· 1 reaction

    记得把VAE关了,要不全是噪点

    1753666Sep 29, 2023

    @RiseHopper 说的是开高分辨率修复啊,直出图肯定可以

    yuileung617Aug 29, 2023
    CivitAI

    谢谢作者的分享!很棒的模型。我在使用中碰到两个问题:1、很难画出全身像,传统的full body不管用了。2、提示词使用紫色眼影 purple eyeshadow后整个画面都会变紫色调,例如衣服都是紫色的,但是眼影经常不出紫色。请问这两个问题有上面技巧解决吗?

    fok3827
    Author
    Aug 30, 2023

    难画出全身是一个在sdxl常见的问题,在sdxl你需要以自然语言描述才容易出全身。眼影问题,你可以先试试容华2.0,另外我会试着调查一下原因。

    Checkpoint
    SDXL 1.0

    Details

    Downloads
    4,439
    Platform
    CivitAI
    Platform Status
    Available
    Created
    8/10/2023
    Updated
    4/30/2026
    Deleted
    -

    Files

    SDXLRonghua_v11.safetensors

    Available On (1 platform)

    Same model published on other platforms. May have additional downloads or version variants.