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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"id": "8cd9b419-e368-4416-9ec8-370de5db7e22",
"metadata": {},
"outputs": [],
"source": [
"# web-uiのインストール ※初回のみ実行\n",
"%cd /notebooks\n",
"!git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui\n",
"%cd /notebooks/stable-diffusion-webui"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "7754e8bf-d149-4e3e-9115-e954639c1a12",
"metadata": {},
"outputs": [],
"source": [
"# googleドライブからファイルダウンロードするのに必要なツールのインストール ※初回のみ実行\n",
"!pip install gdown\n",
"!pip install --upgrade gdown"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "2fe03bfa",
"metadata": {},
"outputs": [],
"source": [
"# install xformers\n",
"# https://rentry.co/paperspace_de_xformers\n",
"from pathlib import Path\n",
"%cd /notebooks/\n",
"! mkdir lora\n",
"\n",
"%cd lora\n",
"! git clone https://github.com/kohya-ss/sd-scripts.git\n",
"! git clone https://github.com/derrian-distro/LoRA_Easy_Training_Scripts.git\n",
"\n",
"%cd /notebooks/lora/sd-scripts\n",
"! cp ~/LoRA_Easy_Training_Scripts/lora_train_command_line.py ./\n",
"! apt install python3.10 python3.10-dev -y\n",
"! pip3.10 install setuptools\n",
"! apt autoremove python3-yaml python3-lxml --purge -y\n",
"! curl https://bootstrap.pypa.io/get-pip.py | python3.10\n",
"! pip3.10 install lxml\n",
"! pip3.10 install -U torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116\n",
"! pip3.10 install `grep 'fairscale==' requirements.txt` --no-build-isolation\n",
"! pip3.10 install gradio==3.16.2 altair==4.2.2 easygui requests timm==0.4.12 \"tensorflow<2.11\" huggingface-hub\n",
"! pip3.10 install -r requirements.txt\n",
"! pip3.10 install -U --pre triton\n",
"! pip3.10 uninstall accelerate -y;pip3.10 install accelerate\n",
"! pip3.10 install -U https://github.com/ninele7/xfromers_builds/releases/download/3393900949/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl\n",
"! sed -i 's/^accelerate.*//g' /notebooks/stable-diffusion-webui/requirements_versions.txt\n",
"d = Path(\"/root/.cache/huggingface/accelerate\")\n",
"if not d.exists():\n",
" d.mkdir(parents=True)\n",
"p = d / Path(\"default_config.yaml\")\n",
"p.write_text(\"\"\"command_file: null\n",
"commands: null\n",
"compute_environment: LOCAL_MACHINE\n",
"deepspeed_config: {}\n",
"distributed_type: 'NO'\n",
"downcast_bf16: 'no'\n",
"dynamo_backend: 'NO'\n",
"fsdp_config: {}\n",
"gpu_ids: all\n",
"machine_rank: 0\n",
"main_process_ip: null\n",
"main_process_port: null\n",
"main_training_function: main\n",
"megatron_lm_config: {}\n",
"mixed_precision: fp16\n",
"num_machines: 1\n",
"num_processes: 1\n",
"rdzv_backend: static\n",
"same_network: true\n",
"tpu_name: null\n",
"tpu_zone: null\n",
"use_cpu: false\"\"\")\n",
"\n",
"! echo FINISHED!\n",
"! date"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "22601392",
"metadata": {},
"outputs": [],
"source": [
"# install extensions\n",
"%cd /notebooks/stable-diffusion-webui/extensions\n",
"!git clone https://github.com/kohya-ss/sd-webui-additional-networks\n",
"!git clone https://github.com/Mikubill/sd-webui-controlnet.git\n",
"!git clone https://github.com/yfszzx/stable-diffusion-webui-images-browser\t\n",
"!git clone https://github.com/toriato/stable-diffusion-webui-wd14-tagger.git\n",
"!git clone https://github.com/toriato/stable-diffusion-webui-daam.git"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "f34e111a-28d7-456e-bb38-c142c781a680",
"metadata": {},
"outputs": [],
"source": [
"# 各モデルのダウンロード ※初回のみ実行\n",
"# ※なにかしらのモデルが入っていないとweb-uiは起動しません\n",
"%cd /notebooks/stable-diffusion-webui/models/Stable-diffusion\n",
"!curl -OL https://huggingface.co/Defpoint/Defmix-v2.0/resolve/main/Defmix-v2.0.safetensors # 2.1GB"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "0eb13e70",
"metadata": {},
"outputs": [],
"source": [
"## download models\n",
"\n",
"### CKPT\n",
"%cd /notebooks/stable-diffusion-webui/models/Stable-diffusion/\n",
"#!curl -OL https://huggingface.co/syaimu/7th_Layer/resolve/main/7th_anime_v3/7th_anime_v3_B.safetensors # \n",
"#!curl -OL https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1.safetensors # 2.13 GB\n",
"#!curl -OL https://huggingface.co/gsdf/Counterfeit-V2.5/resolve/main/Counterfeit-V2.5.safetensors # 7.7 GB\n",
"#!curl -OL https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/ElyOrangeMix/ElyNightOrangeMix.ckpt # 4.27 GB\n",
"#!curl -OL https://huggingface.co/Defpoint/Defmix-v2.0/resolve/main/Defmix-v2.0.safetensors # 2.1GB\n",
"\n",
"### VAE\n",
"%cd /notebooks/stable-diffusion-webui/models/VAE/\n",
"!curl -OL https://huggingface.co/andite/anything-v4.0/resolve/main/anything-v4.0.vae.pt\n",
"\n",
"### EMBEDDING\n",
"%cd /notebooks/stable-diffusion-webui/embeddings/\n",
"#!curl -OL https://huggingface.co/datasets/Nerfgun3/bad_prompt/resolve/main/bad_prompt_version2.pt\n",
"!curl -OL https://huggingface.co/datasets/gsdf/EasyNegative/resolve/main/EasyNegative.safetensors\n",
"#!curl -OL https://huggingface.co/nick-x-hacker/bad-artist/resolve/main/bad-artist.pt\n",
"\n",
"### LoRA\n",
"%cd /notebooks/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora/\n",
"#!curl -OL https://huggingface.co/yui-futao/LoRA-fto/resolve/main/fto-v43.safetensors\n",
"\n",
"### ControlNet\n",
"%cd /notebooks/stable-diffusion-webui/extensions/sd-webui-controlnet/models\n",
"#!curl -OL https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_canny-fp16.safetensors\n",
"#!curl -OL https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_depth-fp16.safetensors\n",
"#!curl -OL https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_normal-fp16.safetensors\n",
"#!curl -OL https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_openpose-fp16.safetensors\n",
"#!curl -OL https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_seg-fp16.safetensors"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5d7a0b98-720c-4d6f-bf51-966114128c63",
"metadata": {},
"outputs": [],
"source": [
"# config.json の復元\n",
"%cd /notebooks/stable-diffusion-webui/\n",
"!curl -OL https://huggingface.co/datasets/yui-futao/notebooks/raw/main/config.json\n",
"!curl -OL https://huggingface.co/datasets/yui-futao/notebooks/raw/main/ui-config.json"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "837b2843",
"metadata": {},
"outputs": [],
"source": [
"!cd; git clone https://github.com/doHub1/dotfiles.git; cd dotfiles; bash install.sh; cd /notebooks/ #DOT\n",
"!cp /usr/share/zoneinfo/Asia/Tokyo /etc/localtime #TZ=JST"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "ca0e037f-4f6d-4122-9b4e-0ce8853e2bf3",
"metadata": {},
"outputs": [],
"source": [
"# web-uiの起動\n",
"# ログイン用のユーザーネームとパスワードは --gradio-auth ユーザーネーム:パスワード となる。書き換え推奨。\n",
"%cd /notebooks/stable-diffusion-webui\n",
"!python launch.py\\\n",
"--gradio-auth <gradio_username>:<gradio_password>\\\n",
"--share\\\n",
"--xformers\\\n",
"--no-half-vae\\\n",
"--skip-version-check\\\n",
"--enable-insecure-extension-access"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a9b447c8",
"metadata": {},
"outputs": [],
"source": [
"!watch -d -n 10 \"ls -lh /notebooks/stable-diffusion-webui/outputs/ |grep 2023 & du -h /notebooks/stable-diffusion-webui/outputs/ |grep 2023\""
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.10"
},
"vscode": {
"interpreter": {
"hash": "3834a203b0427e23345e2285a24ec315196163d8a2ce1fe7c01f4ca5296d844c"
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|