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easy-stable-diffusion-downloader.py
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easy-stable-diffusion-downloader.py
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import os
import shlex
import time
from pathlib import Path
from urllib.parse import urlparse, unquote
from tempfile import TemporaryDirectory
from typing import Union, List, Dict
from IPython.display import display
from ipywidgets import widgets
from google.colab import drive, runtime
# fmt: off
#@title
#@markdown ### <font color="orange">***작업 디렉터리 경로***</font>
#@markdown 모델 파일 등이 영구적으로 보관될 디렉터리 경로
WORKSPACE = 'SD' #@param {type:"string"}
#@markdown ##### <font color="orange">***다운로드가 끝나면 자동으로 코랩 런타임을 종료할지?***</font>
DISCONNECT_RUNTIME = True #@param {type:"boolean"}
# fmt: on
# 인터페이스 요소
dropdowns = widgets.VBox()
output = widgets.Output()
download_button = widgets.Button(
description='다운로드',
disabled=True,
layout={"width": "99%"}
)
display(
widgets.HBox(children=(
widgets.VBox(
children=(dropdowns, download_button),
layout={"margin-right": "1em"}
),
output
)))
# 파일 경로
workspace_dir = Path('drive', 'MyDrive', WORKSPACE)
sd_model_dir = workspace_dir.joinpath('models', 'Stable-diffusion')
sd_embedding_dir = workspace_dir.joinpath('embeddings')
vae_dir = workspace_dir.joinpath('models', 'VAE')
# 구글 드라이브 마운팅
with output:
drive.mount('drive')
sd_model_dir.mkdir(0o777, True, True)
sd_embedding_dir.mkdir(0o777, True, True)
vae_dir.mkdir(0o777, True, True)
class File:
prefix: Path
def __init__(self, url: str, path: os.PathLike = None, *extra_args: List[str]) -> None:
if self.prefix:
if not path:
path = self.prefix
elif type(path) == str:
path = self.prefix.joinpath(path)
self.url = url
self.path = Path(path)
self.extra_args = extra_args
def download(self) -> None:
output.clear_output()
with TemporaryDirectory() as tempdir:
args = shlex.join((
'--continue',
'--always-resume',
'--summary-interval', '3',
'--console-log-level', 'error',
'--max-concurrent-downloads', '16',
'--max-connection-per-server', '16',
'--split', '16',
'--dir', tempdir,
*self.extra_args,
self.url
))
with output:
# aria2 로 파일 받아오기
# fmt: off
!which aria2c || apt install -y aria2
output.clear_output()
print('aria2 를 사용해 파일을 받아옵니다.')
!aria2c {args}
output.clear_output()
print('파일을 성공적으로 받았습니다, 드라이브로 이동합니다.')
print('이 작업은 파일의 크기에 따라 5분 이상 걸릴 수도 있으니 잠시만 기다려주세요.')
if DISCONNECT_RUNTIME:
print('작업이 완료되면 런타임을 자동으로 해제하니 다른 작업을 진행하셔도 좋습니다.')
# 목적지 경로가 디렉터리가 아니라면 그대로 사용하기
filename = str(self.path) if not self.path.is_dir() else self.path.joinpath(
# 아니라면 파일 원격 주소로부터 파일 이름 가져오기
unquote(os.path.basename(urlparse(self.url).path))
)
print(f'경로: {filename}')
!rsync -aP "{tempdir}/$(ls -AU {tempdir} | head -1)" "{filename}"
# fmt: on
class ModelFile(File):
prefix = sd_model_dir
class EmbeddingFile(File):
prefix = sd_embedding_dir
class VaeFile(File):
prefix = vae_dir
# 모델 목록
CONFIG_V2_V = 'https://raw.githubusercontent.com/Stability-AI/stablediffusion/main/configs/stable-diffusion/v2-inference-v.yaml'
files = {
'Stable-Diffusion Checkpoints': {
# 현재 목록의 키 값 정렬해서 보여주기
'$sort': True,
'Stable Diffusion': {
'v2.1': {
'768-v': {
'ema-pruned': {
'safetensors': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors',
'stable-diffusion-v2-1-786-v-ema-pruned.safetensors'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
],
'ckpt': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.ckpt',
'stable-diffusion-v2-1-786-v-ema-pruned.ckpt'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
]
},
'nonema-pruned': {
'safetensors': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-nonema-pruned.safetensors',
'stable-diffusion-v2-1-786-v-nonema-pruned.safetensors'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
],
'ckpt': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-nonema-pruned.ckpt',
'stable-diffusion-v2-1-786-v-nonema-pruned.ckpt'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
],
}
},
'512-base': {
'ema-pruned': {
'safetensors': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors',
'stable-diffusion-v2-1-512-base-ema-pruned.safetensors'),
'ckpt': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.ckpt',
'stable-diffusion-v2-1-512-base-ema-pruned.ckpt'),
},
'nonema-pruned': {
'safetensors': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-nonema-pruned.safetensors',
'stable-diffusion-v2-1-512-base-nonema-pruned.safetensors'),
'ckpt': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-nonema-pruned.ckpt',
'stable-diffusion-v2-1-512-base-nonema-pruned.ckpt'),
},
},
},
'v2.0': {
'768-v-ema': {
'safetensors': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2/resolve/main/768-v-ema.safetensors',
'stable-diffusion-v2-0-786-v-ema.safetensors'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
],
'ckpt': [
ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2/resolve/main/768-v-ema.ckpt',
'stable-diffusion-v2-0-786-v-ema.ckpt'),
ModelFile(
CONFIG_V2_V, 'stable-diffusion-v2-1-786-v-ema-pruned.yaml'),
],
},
'512-base-ema': {
'safetensors': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-base/resolve/main/512-base-ema.safetensors',
'stable-diffusion-v2-0-512-base-ema.safetensors'),
'ckpt': ModelFile(
'https://huggingface.co/stabilityai/stable-diffusion-2-base/resolve/main/512-base-ema.ckpt',
'stable-diffusion-v2-0-512-base-ema.ckpt'),
},
},
'v1.5': {
'pruned-emaonly': {
'ckpt': ModelFile(
'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt',
'stable-diffusion-v1-5-pruned-emaonly.ckpt')
},
'pruned': {
'ckpt': ModelFile(
'https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned.ckpt',
'stable-diffusion-v1-5-pruned.ckpt')
},
},
},
'Dreamlike': {
'photoreal': {
'v2.0': {
'safetensors': ModelFile('https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0/resolve/main/dreamlike-photoreal-2.0.safetensors'),
'ckpt': ModelFile('https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0/resolve/main/dreamlike-photoreal-2.0.ckpt')
},
'v1.0': {
'ckpt': ModelFile('https://huggingface.co/dreamlike-art/dreamlike-photoreal-1.0/resolve/main/dreamlike-photoreal-1.0.ckpt')
},
},
'diffusion': {
'v1.0': {
'safetensors': ModelFile('https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0/resolve/main/dreamlike-diffusion-1.0.safetensors'),
'ckpt': ModelFile('https://huggingface.co/dreamlike-art/dreamlike-diffusion-1.0/resolve/main/dreamlike-diffusion-1.0.ckpt')
},
}
},
'Waifu Diffusion': {
'v1.4': {
'anime': {
'e2': {
'fp16': {
'safetensors': [
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp16.safetensors'),
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp16.yaml')
],
'ckpt': [
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp16.ckpt'),
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp16.yaml')
]
},
'fp32': {
'safetensors': [
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp32.safetensors'),
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp32.yaml')
],
'ckpt': [
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp32.ckpt'),
ModelFile(
'https://huggingface.co/saltacc/wd-1-4-anime/resolve/main/wd-1-4-epoch2-fp32.yaml')
]
},
},
'e1': {
'ckpt': [
ModelFile(
'https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/wd-1-4-anime_e1.ckpt'),
ModelFile(
'https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/wd-1-4-anime_e1.yaml'),
]
},
},
'booru-step-14000-unofficial': {
'safetensors': ModelFile('https://huggingface.co/waifu-diffusion/unofficial-releases/resolve/main/wd14-booru-step-14000-unofficial.safetensors'),
},
},
'v1.3.5': {
'80000-fp32': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/models/wd-1-3-5_80000-fp32.ckpt'),
},
'penultimate-ucg-cont': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/models/wd-1-3-penultimate-ucg-cont.ckpt'),
}
},
'v1.3': {
'fp16': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-3/resolve/main/wd-v1-3-float16.ckpt')
},
'fp32': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-3/resolve/main/wd-v1-3-float32.ckpt')
},
'full': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-3/resolve/main/wd-v1-3-full.ckpt')
},
'full-opt': {
'ckpt': ModelFile('https://huggingface.co/hakurei/waifu-diffusion-v1-3/resolve/main/wd-v1-3-full-opt.ckpt')
},
},
},
'TrinArt': {
'derrida_characters': {
'v2': {
'final': {
'ckpt': ModelFile(
'https://huggingface.co/naclbit/trinart_derrida_characters_v2_stable_diffusion/resolve/main/derrida_final.ckpt',
'trinart_characters_v2_final.ckpt')
},
},
'v1 (19.2m)': {
'ckpt': ModelFile('https://huggingface.co/naclbit/trinart_characters_19.2m_stable_diffusion_v1/resolve/main/trinart_characters_it4_v1.ckpt')
},
},
'v2': {
'115000': {
'ckpt': ModelFile('https://huggingface.co/naclbit/trinart_stable_diffusion_v2/resolve/main/trinart2_step115000.ckpt'),
},
'95000': {
'ckpt': ModelFile('https://huggingface.co/naclbit/trinart_stable_diffusion_v2/resolve/main/trinart2_step95000.ckpt'),
},
'60000': {
'ckpt': ModelFile('https://huggingface.co/naclbit/trinart_stable_diffusion_v2/resolve/main/trinart2_step60000.ckpt'),
},
},
},
'AniReal': {
'v1.0': {
'safetensors': ModelFile('https://huggingface.co/Hosioka/AniReal/resolve/main/AniReal.safetensors')
}
},
'OrangeMixs': {
'AbyssOrangeMix': {
'2': {
'hard': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors'),
},
'nsfw': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_nsfw.safetensors'),
},
'sfw': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_sfw.safetensors'),
'ckpt': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_sfw.ckpt')
}
},
'1': {
'half': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix/AbyssOrangeMix_half.safetensors'),
},
'night': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix/AbyssOrangeMix_Night.safetensors'),
},
'base': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix/AbyssOrangeMix.safetensors'),
'ckpt': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix/AbyssOrangeMix_base.ckpt'),
},
}
},
'EerieOrangeMix': {
'2': {
'half': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix2_half.safetensors'),
},
'night': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix2_night.safetensors'),
},
'base': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix2.safetensors'),
'ckpt': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix2_base.ckpt'),
}
},
'1': {
'half': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix_half.safetensors'),
},
'night': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix_night.safetensors'),
},
'base': {
'safetensors': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix.safetensors'),
'ckpt': ModelFile('https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/EerieOrangeMix/EerieOrangeMix_base.ckpt'),
}
},
},
},
'Anything': {
'v4.5 (unofficial merge)': {
'safetensors': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.5-pruned.safetensors'),
'ckpt': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.5-pruned.ckpt'),
},
'v4.0 (unofficial merge)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned-fp16.ckpt'),
},
'fp32': {
'safetensors': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned-fp32.safetensors'),
'ckpt': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned-fp32.ckpt'),
},
'safetensors': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned.safetensors'),
'ckpt': ModelFile('https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0-pruned.ckpt'),
}
}
},
'Protogen': {
'v8.6 Infinity': {
'ckpt': ModelFile(
'https://huggingface.co/darkstorm2150/Protogen_Infinity_Official_Release/resolve/main/model.ckpt',
'ProtoGen_Infinity.ckpt')
},
'v8.0 Nova (Experimental)': {
'ckpt': ModelFile(
'https://huggingface.co/darkstorm2150/Protogen_Nova_Official_Release/resolve/main/model.ckpt',
'ProtoGen_Nova.ckpt')
},
'v7.4 Eclipse (Advanced)': {
'ckpt': ModelFile(
'https://huggingface.co/darkstorm2150/Protogen_Eclipse_Official_Release/resolve/main/model.ckpt',
'ProtoGen_Eclipse.ckpt')
},
'v5.9 Dragon (RPG themes)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_Dragon_Official_Release/resolve/main/ProtoGen_Dragon-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_Dragon_Official_Release/resolve/main/ProtoGen_Dragon-pruned-fp16.ckpt'),
}
},
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_Dragon_Official_Release/resolve/main/ProtoGen_Dragon.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_Dragon_Official_Release/resolve/main/ProtoGen_Dragon.ckpt'),
},
'v5.8 (Sci-Fi/Anime)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.8_Official_Release/resolve/main/ProtoGen_X5.8-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.8_Official_Release/resolve/main/ProtoGen_X5.8-pruned-fp16.ckpt'),
}
},
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.8_Official_Release/resolve/main/ProtoGen_X5.8.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.8_Official_Release/resolve/main/ProtoGen_X5.8.ckpt'),
},
'v5.3 (Photorealism)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3-pruned-fp16.ckpt'),
}
},
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x5.3_Official_Release/resolve/main/ProtoGen_X5.3.ckpt'),
},
'v3.4 (Photorealism)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x3.4_Official_Release/resolve/main/ProtoGen_X3.4-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x3.4_Official_Release/resolve/main/ProtoGen_X3.4-pruned-fp16.ckpt'),
}
},
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x3.4_Official_Release/resolve/main/ProtoGen_X3.4.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_x3.4_Official_Release/resolve/main/ProtoGen_X3.4.ckpt'),
},
'v2.2 (Anime)': {
'pruned': {
'fp16': {
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_v2.2_Official_Release/resolve/main/Protogen_V2.2-pruned-fp16.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_v2.2_Official_Release/resolve/main/Protogen_V2.2-pruned-fp16.ckpt'),
}
},
'safetensors': ModelFile('https://huggingface.co/darkstorm2150/Protogen_v2.2_Official_Release/resolve/main/Protogen_V2.2.safetensors'),
'ckpt': ModelFile('https://huggingface.co/darkstorm2150/Protogen_v2.2_Official_Release/resolve/main/Protogen_V2.2.ckpt'),
},
},
'7th_Layer': {
'7th_anime': {
'v3.0': {
'A': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_A.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_A.ckpt'),
},
'B': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_B.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_B.ckpt'),
},
'C': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_C.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_C.ckpt'),
},
},
'v2.0': {
'A': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_A.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_A.ckpt'),
},
'B': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_B.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_B.ckpt'),
},
'C': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_C.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_C.ckpt'),
},
'G': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_G.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v2/7th_anime_v2_G.ckpt'),
},
},
'v1.1': {
'safetensors': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v1/7th_anime_v1.1.safetensors'),
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v1/7th_anime_v1.1.ckpt'),
},
},
'abyss_7th_layer': {
'G1': {
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_layer/abyss_7th_layerG1.ckpt'),
},
'ckpt': ModelFile('https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_layer/Abyss_7th_layer.ckpt')
}
}
},
'VAEs': {
'$sort': True,
'Stable Diffusion': {
'vae-ft-mse-840000': {
'pruned': {
'safetensors': VaeFile(
'https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors',
'stable-diffusion-vae-ft-mse-840000-ema-pruned.safetensors'),
'ckpt': VaeFile(
'https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.ckpt',
'stable-diffusion-vae-ft-mse-840000-ema-pruned.ckpt')
}
},
'vae-ft-ema-560000': {
'safetensors': VaeFile(
'https://huggingface.co/stabilityai/sd-vae-ft-ema-original/resolve/main/vae-ft-ema-560000-ema-pruned.safetensors',
'stable-diffusion-vae-ft-ema-560000-ema-pruned.safetensors'),
'ckpt': VaeFile(
'https://huggingface.co/stabilityai/sd-vae-ft-ema-original/resolve/main/vae-ft-ema-560000-ema-pruned.ckpt',
'stable-diffusion-vae-ft-ema-560000-ema-pruned.ckpt'),
}
},
'Waifu Diffusion': {
'v1.4': {
'kl-f8-anime': {
'e2': {
'ckpt': VaeFile('https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt'),
},
'e1': {
'ckpt': VaeFile('https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime.ckpt'),
}
},
},
},
'TrinArt': {
'autoencoder_fix_kl-f8-trinart_characters': {
'ckpt': ModelFile('https://huggingface.co/naclbit/trinart_derrida_characters_v2_stable_diffusion/resolve/main/autoencoder_fix_kl-f8-trinart_characters.ckpt')
}
},
'NovelAI': {
'animevae.pt': VaeFile('https://huggingface.co/gozogo123/anime-vae/resolve/main/animevae.pt')
}
},
'Textual Inversion (embeddings)': {
'$sort': True,
'bad_prompt (negative embedding)': {
'Version 2': EmbeddingFile('https://huggingface.co/datasets/Nerfgun3/bad_prompt/resolve/main/bad_prompt_version2.pt'),
'Version 1': EmbeddingFile('https://huggingface.co/datasets/Nerfgun3/bad_prompt/resolve/main/bad_prompt.pt'),
},
}
}
def global_disable(disabled: bool):
for dropdown in dropdowns.children:
dropdown.disabled = disabled
download_button.disabled = disabled
# 마지막 드롭다운이 하위 드롭다운이라면 버튼 비활성화하기
if not disabled:
dropdown = dropdowns.children[len(dropdowns.children) - 1]
download_button.disabled = isinstance(dropdown, dict)
def on_download(_):
dropdown = dropdowns.children[len(dropdowns.children) - 1]
entry = dropdown.entries[dropdown.value]
global_disable(True)
# 단일 파일 받기
if isinstance(entry, File):
entry.download()
# 다중 파일 받기
elif isinstance(entry, list):
for file in entry:
file.download()
# TODO: 오류 처리
else:
pass
if DISCONNECT_RUNTIME:
print('파일을 성공적으로 옮겼습니다, 이제 런타임을 해제해도 좋습니다.')
# 런타임을 바로 종료해버리면 마지막 출력이 잘림
time.sleep(1)
runtime.unassign()
global_disable(False)
def on_dropdown_change(event):
dropdown: widgets.Dropdown = event['owner']
entries: Union[List, Dict] = dropdown.entries[event['new']]
# 이전 하위 드롭다운 전부 제거하기
dropdowns.children = dropdowns.children[:dropdown.children_index + 1]
if isinstance(entries, dict):
download_button.disabled = True
create_dropdown(entries)
return
# 하위 드롭다운 만들기
download_button.disabled = False
def create_dropdown(entries: Dict) -> widgets.Dropdown:
if '$sort' in entries and entries['$sort'] == True:
entries = {k: entries[k] for k in sorted(entries)}
del entries['$sort']
options = list(entries.keys())
value = options[0]
dropdown = widgets.Dropdown(
options=options,
value=value)
setattr(dropdown, 'children_index', len(dropdowns.children))
setattr(dropdown, 'entries', entries)
dropdowns.children = tuple(list(dropdowns.children) + [dropdown])
dropdown.observe(on_dropdown_change, names='value')
on_dropdown_change({
'owner': dropdown,
'new': value
})
return dropdown
# 첫 엔트리 드롭다운 만들기
create_dropdown(files)
download_button.on_click(on_download)