Stable Diffusion 的 LoRA 模型合集

给自己训练过的 LoRA 做个记录。

模型列表

单画风 / 角色系列

Civitai 训练集 触发词 Animagine XL 3.1 Illustrious XL 0.1
Artist Style: 甘城なつき gan_cheng.zip None 1.0 1.0
Artist Style: rurudo rurudo_1.zip None 1.0 1.2
Artist Style: Deyui deyui.zip None 1.0 1.0
Artist Style: ちょみます tyomimas.zip None 1.0 1.0
Artist Style: linhai linhai.zip None 1.0 1.0
Aritst Style: viclim monou viclim-monou.zip None 1.0 1.0
Artist Style: yeurei yeurei.zip None 1.0 1.0
Artist Style: 遠坂あさぎ toosaka_asagi.zip None 1.0 1.1
Artist Style: Noyu Noyu.zip None 1.0 1.0
Artist Style: 胡麻乃りお gomalio_y.zip None 1.0 1.0
Artist Style: 千千結 qian_qian_jie.zip None 1.0 1.0
Artist Style: Sheya Sheya1.zip None 1.0 1.0
Style: Blue Archive Flat Color Blue_Archive_Official_2.zip None 1.1 1.0
Artist Style: sei umehara sei_umehara.zip None 1.0 1.0
Artist Style: rafa rafa.zip None 1.0 1.0
Artist Style: 夢ノ内 yume335.zip None 1.0 1.0
Artist Style: Yunouou10 Yunouou10.zip None 1.0 1.0
Artist Style: Renren Renren.zip None 1.0 1.0
Artist Style: AL光 AL17460600.zip None 1.0 1.0
Artist Style: フルーツラビット fruitsrabbit.zip None 1.0 1.0
Character: 星穹铁道 - 知更鸟 robin_1.zip robin \(honkai: star rail\) 1.0 None
Artist Style: void_0 void_0.zip None 1.0 1.0
Artist Style: 上倉エク ekureea.zip None 1.0 1.0
Artist Style: ノーコピーライトガール nocopyrightgirl_1.zip None 1.0 1.0
Artist Style: 紺屋鴉江 KonYa666.zip None 1.0 1.0
Artist Style: momoimon momoimon.zip None 1.0 1.0
Artist Style: a20 a20.zip None 1.0 1.0
Artist Style: いかり ikari.zip None 1.0 1.0
Artist Style: にんげんまめ ningen_mame.zip None 1.0 1.0
Artist Style: JYT jyt.zip None 1.0 1.0
Artist Style: suzume suzume.zip None 1.0 1.0
Artist Style: DEiEAF deieaf.zip None 1.0 1.0
Artist Style: HK3 hk3.zip None 1.0 1.0
Artist Style: matchach matchach.zip None 1.0 1.1
Artist Style: QuAn quan_1.zip None 1.0 1.0
Artist Style: 藤ちょこ fuzichoco.zip None 1.0 1.0
Artist Style: torino torino.zip None 1.0 1.0
Artist Style: ねぎまぷりん negimapurinn.zip None 1.0 1.0
Artist Style: anon anon.zip None 1.0 1.0
Style: Honkai: Star Rail Official Expression honkai_star_rail_expression_2.zip None 1.0 1.0
Artist Style: LanuBis lanubis_3.zip None 1.1 1.0
Artist Style: wanke wanke.zip None 1.0 1.0
Artist Style: ixy ixy.zip None 1.0 1.0
Artist Style: 萩森じあ jirujiaru826.zip None 1.0 1.0
Artist Style: スコッティ Sco_ttie.zip None 1.0 1.0
Artist Style: 不熬夜乐 2_lplpsg.zip None 1.0 1.0
Character: murasame senren murasame_(senren).zip murasame \(senren\) 1.0 None
Artist Style: みわべさくら sakurapion.zip None 1.0 1.0
Style: pvc pvc.zip None 1.0 1.1
Artist Style: Guo Jiang Mullay guo_jiang_mullay.zip None 1.0 1.0
Artist Style: wlop wlop.zip None 1.0 1.0
Artist Style: ころんびぁ Colon_BR.zip None 1.0 1.0
Artist Style: DaylightAllure DaylightAllure.zip None 1.0 1.0
Artist Style: 香川悠作 kagawayusaku_1.zip None 1.0 1.0
Artist Style: 荻pote ogipote.zip None 1.0 1.0
Artist Style: しらたま❄ shiratama_shiratamaco.zip None 1.0 1.0
Artist Style: 米山舞 yoneyama_mai.zip None 1.0 1.0
Style: Genshin CG Flat Color genshin_cg_flat_color_style.zip None 1.0 1.1
Character: aaaki aaaki.zip aaaki None 1.0
Artist Style: 葉鶏(ばとり) Batory_ken_1.zip None None 1.0
Artist Style: かなめなか Nakkar7_1.zip None None 1.0
Artist Style: シロ9じら siro90414_1.zip None None 1.0
Artist Style: SunFish sunfish.zip None None 1.0
Artist Style: Anmi Anmi.zip None None 1.0
Artist Style: はくあ hakua_aa.zip None None 1.0
Artist Style: WERI WERI.zip None None 1.0
Artist Style: HARURI HARURI.zip None None 1.0
Artist Style: まふゆ mmafu.zip None None 1.0
Artist Style: 神代ぴよ kamishiro_piyo.zip None None 1.0
Artist Style: ほし hoshi_snacherubi.zip None None 1.0
Artist Style: Ssziyu鱼 shanshanziyu.zip None None 1.0
Artist Style: 鬼针草 chen_bin.zip None None 1.0
Artist Style: 適当緑 tekito_midori.zip None None 1.0
Artist Style: alllisso alllisso.zip None None 1.0

多画风系列

训练集使用 make_artist_all_in_one_dataset_from_hf.py 构建。

模型 训练集 触发词 版本
Artists All In One For Animagine XL 3.1 Blue_Archive_Official_2.zip,
deieaf.zip,
deyui.zip,
fruitsrabbit.zip,
fuzichoco.zip,
gomalio_y.zip,
hk3.zip,
ikari.zip,
jyt.zip,
KonYa666.zip,
linhai.zip,
matchach.zip,
momoimon.zip,
gan_cheng.zip,
negimapurinn.zip,
ningen_mame.zip,
nocopyrightgirl_1.zip,
Noyu.zip,
qian_qian_jie.zip,
quan_1.zip,
Renren.zip,
sei_umehara.zip,
Sheya1.zip,
torino.zip,
tyomimas.zip,
viclim-monou.zip,
void_0.zip,
yeurei.zip,
Yunouou10.zip,
AL17460600.zip,
asagi_0398.zip,
ekureea.zip,
rafa.zip,
rurudo.zip,
yume335.zip,
a20.zip,
 style blue archive official,
style deieaf,
style deyui,
style fruitsrabbit,
style fuzichoco,
style gomalio y,
style hk3,
style ikari,
style jyt,
style KonYa666,
style linhai,
style matchach,
style momoimon,
style nachoneko,
style negimapurinn,
style ningen mame,
style nocopyrightgirl,
style Noyu,
style qian qian jie,
style quan,
style Renren,
style sei umehara,
style sheya,
style torino,
style tyomimas,
style viclim monou,
style void,
style yeurei,
style Yunouou10,
style AL17460600,
style asagi,
style ekureea,
style rafa,
style rurudo,
style yume335,
style a20,
 1.0
Artist All In One For NovelAI 1 gan_cheng.zip,
rurudo.zip,
deyui.zip,
tyomimas.zip,
linhai.zip,
viclim-monou.zip,
yeurei.zip,
asagi_0398.zip,
Noyu.zip,
gomalio_y.zip,
qian_qian_jie.zip,
Sheya1.zip,
Blue_Archive_Official_2.zip,
sei_umehara.zip,
rafa.zip,
yume335.zip,
Yunouou10.zip,
Renren.zip,
AL17460600.zip,
fruitsrabbit.zip,
void_0.zip,
ekureea.zip,
nocopyrightgirl_1.zip,
KonYa666.zip,
momoimon.zip,
a20.zip,
ikari.zip,
ningen_mame.zip,
jyt.zip,
suzume.zip,
deieaf.zip,
hk3.zip,
matchach.zip,
quan_1.zip,
fuzichoco.zip,
torino.zip,
negimapurinn.zip,
anon.zip,
honkai_star_rail_expression_2.zip,
lanubis_3.zip,
wanke.zip,
ixy.zip,
jirujiaru826.zip,
Sco_ttie.zip,
2_lplpsg.zip,
sakurapion.zip,
guo_jiang_mullay.zip,
Colon_BR.zip,
DaylightAllure.zip,
kagawayusaku_1.zip,
ogipote.zip,
shiratama_shiratamaco.zip,
yoneyama_mai.zip,
genshin_cg_flat_color_style.zip,
Batory_ken_1.zip,
siro90414_1.zip,
sunfish.zip,
Anmi.zip,
hakua_aa.zip,
WERI.zip		 nachoneko,
rurudo,
deyui,
tyomimas,
linhai,
viclim monou,
yeurei,
asagi0398,
noyu,
gomalio y,
qianqianjie,
sheya,
blue archive official,
sei umehara,
rafa,
yume335,
yunouou10,
renren,
al17460600,
fruitsrabbit,
void0,
ekureea,
nocopyrightgirl,
konya666,
momoimon,
a20,
ikari,
ningen mame,
jyt,
suzume,
deieaf,
hk3,
matchach,
quan,
fuzichoco,
torino,
negimapurinn,
anon,
honkai star rail expression,
lanubis,
wanke,
ixy,
jirujiaru826,
sco ttie,
lplpsg,
sakurapion,
guo jiang mullay,
colon br,
daylightallure,
kagawayusaku,
ogipote,
shiratama shiratamaco,
yoneyama mai,
genshin cg flat color style,
batory ken,
siro90414,
sunfish,
anmi,
hakua aa,
weri		 1.0

训练参数

1.

  • resolution: 1024x1024
  • enable_bucket: true
  • min_bucket_reso: 256
  • max_bucket_reso: 1536
  • bucket_reso_steps: 64
  • max_train_epochs: 40
  • train_batch_size: 12
  • gradient_checkpoint: true
  • network_train_unet_only: true
  • learning_rate: 1.2e-4
  • unet_lr: 1.2e-4
  • lr_scheduler: cosine_with_restarts
  • lr_warmup_steps: 0
  • lr_scheduler_num_cycles: 1
  • optimizer_type: Lionbit
  • network_module: lycoris.kohya
  • network_dim: 100000
  • network_alpha: 100000
  • lycoris_algo: lokr
  • conv_dim: 100000
  • conv_alpha: 100000
  • dropout: 0
  • train_norm: true
  • lokr_factor: 8
  • shuffle_caption: true
  • max_token_length: 255
  • mixed_precision: fp16

训练人物 LoRA 有时候会使用scale_weight_norms: 1，降低过拟合程度。

2.

  • resolution: 1024x1024
  • enable_bucket: true
  • min_bucket_reso: 256
  • max_bucket_reso: 1536
  • bucket_reso_steps: 64
  • max_train_epochs: 40
  • train_batch_size: 12
  • gradient_checkpoint: true
  • network_train_unet_only: true
  • learning_rate: 1.2e-4
  • unet_lr: 1.2e-4
  • lr_scheduler: constant_with_warmup
  • lr_warmup_steps: 100
  • optimizer_type: Lionbit
  • network_module: lycoris.kohya
  • network_dim: 100000
  • network_alpha: 100000
  • lycoris_algo: lokr
  • conv_dim: 100000
  • conv_alpha: 100000
  • dropout: 0
  • train_norm: true
  • lokr_factor: 8
  • shuffle_caption: true
  • max_token_length: 255
  • mixed_precision: fp16
Stable Diffusion 的 LoRA 模型合集
http://licyk.github.io/2024/10/05/my-sd-model-list/
作者
licyk
发布于
2024年10月5日
许可协议