sd_a1111.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "42761764",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true,
    "tags": []
   },
   "source": [
    "# **Paso 1**. Instalación de entorno y Stable Diffusion\n",
    "> **IMPORTANTE (ANTES QUE NADA)**: asegurate de haber hecho una limpieza completa de SageMaker (última celda)<br>\n",
    "> \n",
    "> Hecha la limpieza completa, copiar el código de la celda de abajo, pegar en Terminal y presionar Enter para instalar entorno<br>\n",
    "> **ACLARO**: esta celda se ejecuta solo la primera vez, luego de **Paso 0**<br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ad54f4f6",
   "metadata": {},
   "outputs": [],
   "source": [
    "tput setaf 2 && cd /home/studio-lab-user && KERNEL_NAME=\"Forge_UI\" && PYTHON=\"3.10.6\" && conda create --yes --name \"$KERNEL_NAME\" python=\"$PYTHON\" && conda activate \"$KERNEL_NAME\" && pip install --quiet ipykernel && git clone https://github.com/lllyasviel/stable-diffusion-webui-forge /home/studio-lab-user/stable-diffusion-webui && cd stable-diffusion-webui && pip install -r requirements.txt && pip install xformers && pip install insightface && conda install gstreamer --yes && conda install -q -y aria2 && clear && echo \"Ya puedes regresar al Notebook\" && tput sgr0"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e28a68b4",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true,
    "tags": []
   },
   "source": [
    "# **Paso 2**. Descarga de modelos y extensiones\n",
    "- Esta celda se irá actualizando constantemente para obtener los últimos recursos<br>\n",
    "> **Cómo elegir modelo?**: **False** = no descargar, **True** = descargar<br>\n",
    "> \n",
    "> Ejecutada la celda luego de elegir modelos, esperar hasta que se muestre **\"Modelos y extensiones descargados...\"**<br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d97bf4cd-591d-43d2-b39d-242e69e9c1ec",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "##############\n",
    "#    💫🐻🐴 Stable Diffusion - Descarga de modelos 🐴🐻💫\n",
    "##############\n",
    "\n",
    "sd_extensions = True\n",
    "    # 🛠️ - Extensiones útiles para generación, puedes generar videos también.\n",
    "sd_extensions_reactor = False\n",
    "sd_extensions_deforum = False\n",
    "sd_extensions_plus = False #controlnet + clip interrogator\n",
    "extra_vae = False\n",
    "    # 🎀 - False = 2 VAEs por defecto si está en false, solo para modelos SD1.5.\n",
    "upscalers = False\n",
    "    # ➕ - False = 4x-UltraSharp.\n",
    "sd_lcm = False # Aumenta hasta un 400% la generación de imagenes, Steps = 4-8 CFG Scale = 1.0-2.0\n",
    "\n",
    "##############\n",
    "#    Modelos SDXL 🤖\n",
    "##############\n",
    "\n",
    "    ##############\n",
    "    #    Modelos SDXL 💫 - Extras\n",
    "    ##############\n",
    "    # controlnet\n",
    "sdxl_control = False\n",
    "sdxl_control_qr = False\n",
    "sdxl_control_ipadapter = False\n",
    "    # extra\n",
    "sdxl_lora = False\n",
    "sdxl_lora_extra = False\n",
    "sdxl_lora_text = False\n",
    "sdxl_embeddings = False\n",
    "\n",
    "# ÚLTIMOS XL LIGHTNING/TURBO\n",
    "\n",
    "sdxl_tl_bluePencil = False\n",
    "sdxl_tl_aomixXL = False\n",
    "sdxl_tl_epicRealismXL = False\n",
    "sdxl_tl_autismMixXL = False\n",
    "sdxl_tl_animexlXuebimix = False\n",
    "\n",
    "    #xl light\n",
    "sdxllight_juggernaut = False\n",
    "sdxllight_realvisxl = False\n",
    "\n",
    "    #xl turbo\n",
    "sdxlturbo_ultraspice = False\n",
    "sdxlturbo_rmsdxl = False\n",
    "sdxlturbo_dramshaper = False\n",
    "sdxlturbo_pixel = False # steps 4 cfg 2 sampler DPM++ SDE\n",
    "sdxllcm_realities = False\n",
    "sdxlturbo_redturbo = False\n",
    "sdxlturbo_realvisxl = False\n",
    "sdxlturbo_yamer = False\n",
    "sdxlturbo_yamer_design = False\n",
    "sdxlturbo_superFast = False\n",
    "sdxlturbo_realities = False\n",
    "\n",
    "    ##############\n",
    "    #    Modelos SDXL 🌠 - Checkpoints\n",
    "    ##############\n",
    "\n",
    "sdxl_tamarin = False\n",
    "\n",
    "sdxl_rundiffusion = False\n",
    "\n",
    "sdxl_albedoBase = False\n",
    "    # https://civitai.com/models/140737/albedobase-xl\n",
    "sdxl_cinematic = False\n",
    "    # https://civitai.com/models/188208?modelVersionId=211388\n",
    "sdxl_mini = False\n",
    "    # https://huggingface.co/segmind/SSD-1B\n",
    "sdxl_realisticDigitalGenius = False\n",
    "    # https://civitai.com/models/133118/realistic-digital-genius-sdxl?modelVersionId=187992\n",
    "sdxl_sdxxxl = False\n",
    "    # https://civitai.com/models/167764/sdxxxl?modelVersionId=188681\n",
    "sdxl_realitiesEdge = False\n",
    "    # https://civitai.com/models/129666/realities-edge-xl?modelVersionId=183894\n",
    "sdxl_thinkDiffusion = False\n",
    "    # https://civitai.com/models/169868/thinkdiffusionxl?modelVersionId=190908\n",
    "sdxl_starLight = False # casi SXZ LUMA\n",
    "    # https://civitai.com/models/143043/starlight-xl-animated?modelVersionId=182077\n",
    "sdxl_juggernautXL = False\n",
    "    # https://civitai.com/models/133005/juggernaut-xl\n",
    "sdxl_photostock = False\n",
    "sdxl_bluepencil = False\n",
    "    # https://huggingface.co/lllyasviel/fav_models/tree/main/fav\n",
    "sdxl_devlish = False\n",
    "    # https://civitai.com/models/156061/devlishphotorealism-sdxl\n",
    "sdxl_yamerMix = False\n",
    "    # https://civitai.com/models/84040/sdxl-unstable-diffusers-yamermix\n",
    "sdxl_nightVision = False\n",
    "    # https://civitai.com/models/128607/nightvision-xl-photorealistic-or-portrait-or-photography-or-hyperreal-or-architecture-or-interior-design-no-refiner-needed\n",
    "sdxl_protoHighFidelity = False\n",
    "    # https://civitai.com/models/125703/protovision-xl-high-fidelity-3d-photorealism-anime-hyperrealism-no-refiner-needed\n",
    "sdxl_base_refiner = False\n",
    "    # https://civitai.com/models/101055/sd-xl\n",
    "sdxl_sdxlNijiSpecial = False\n",
    "    # https://civitai.com/models/120765/sdxlnijispecial-edition\n",
    "sdxl_xxmix9realisticsdxl = False\n",
    "    # https://civitai.com/models/124421/xxmix9realisticsdxl\n",
    "sdxl_dynavisionXLAllInOneStylized = False\n",
    "    # https://civitai.com/models/122606/dynavision-xl-all-in-one-stylized-3d-sfw-and-nsfw-output-no-refiner-needed\n",
    "sdxl_counterfeitxl = False\n",
    "    # https://civitai.com/models/118406/counterfeitxl\n",
    "sdxl_sdxlUnstableDiffusers_v7ElectricMind = False\n",
    "    # https://civitai.com/models/84040/sdxl-unstable-diffusers-yamermix\n",
    "sdxl_SDXLRonghua = False\n",
    "    # https://civitai.com/models/125634/sdxl-ronghua-or-or\n",
    "sdxl_copaxTimelessxlSDXL1 = False\n",
    "    # https://civitai.com/models/118111/copax-timelessxl-sdxl10\n",
    "sdxl_sdvn6Realxl_detailface = False\n",
    "    # https://civitai.com/models/118114/sdvn6-realxl\n",
    "sdxl_sdvn7Nijistylexl = False\n",
    "    # https://civitai.com/models/123307/sdvn7-nijistylexl\n",
    "sdxl_protovisionXLHighFidelity3D = False\n",
    "    # https://civitai.com/models/125703/protovision-xl-high-fidelity-3d-photorealism-anime-hyperrealism-no-refiner-needed\n",
    "sdxl_crystalClearXL_ccxl = False\n",
    "    # https://civitai.com/models/122822/crystal-clear-xl\n",
    "sdxl_LahMysteriousSDXL = False\n",
    "    # https://civitai.com/models/118441/lah-mysterious-or-sdxl\n",
    "sdxl_zavychromaxl = False\n",
    "    # https://civitai.com/models/119229/zavychromaxl\n",
    "sdxl_talmendoxlSDXL = False\n",
    "    # https://civitai.com/models/119202/talmendoxl-sdxl-uncensored-full-model\n",
    "sdxl_realvisxlV10 = False\n",
    "    # https://civitai.com/models/139562/realvisxl-v10\n",
    "sdxl_realisticStockPhoto = False\n",
    "    # https://civitai.com/models/139565/realistic-stock-photo\n",
    "sdxl_shikianimexl = False\n",
    "    # https://civitai.com/models/119163/shikianimexl\n",
    "sdxl_samaritan3dCartoon = False\n",
    "    # https://civitai.com/models/81270/samaritan-3d-cartoon\n",
    "sdxl_dreamshaperXL10 = False\n",
    "    # https://civitai.com/models/112902/dreamshaper-xl10\n",
    "sdxl_leosamsHelloworld = False\n",
    "    # https://civitai.com/models/43977/leosams-helloworld-sdxl-model-historical-version-moonfilm-and-moonmix-sd15-model\n",
    "sdxl_atlxl = False\n",
    "    # https://civitai.com/models/120127/altxl\n",
    "sdxl_wyvernmix = False\n",
    "    # https://civitai.com/models/5273?modelVersionId=137252\n",
    "sdxl_ffxl400GBXLCombined = False\n",
    "    # https://civitai.com/models/143613/ffxl400gb-xl-combined-loras?modelVersionId=161462\n",
    "\n",
    "##############\n",
    "#    Modelos SD15 🤖\n",
    "##############\n",
    "\n",
    "    ##############\n",
    "    #    Modelos SD15 💫 - Extras\n",
    "    ##############\n",
    "sd15_lora = False\n",
    "sd15_embeddings = False\n",
    "    #Inversiones textuales\n",
    "sd15_controlnet_v1 = False\n",
    "    #Guía de control por referencia\n",
    "sd15_controlnet_v2 = False\n",
    "\n",
    "    ##############\n",
    "    #    Modelos SD15 🌠 - Checkpoints\n",
    "    ##############\n",
    "    \n",
    "    #⚡️**Fotorealistas**⚡️\n",
    "objective_reality = False\n",
    "chilloutmix = False\n",
    "realistic_vision_v5_1 = False\n",
    "deliberate = False\n",
    "majicmix_realistic = False\n",
    "epic_realism = False\n",
    "epic_photogasm = False\n",
    "cyber_realistic = False\n",
    "xxmix_9_realistic = False\n",
    "icbinp_i_cant_believe_its_not_photography = False\n",
    "fantastic_mix = False\n",
    "absolute_reality = False\n",
    "am_i_real = False\n",
    "photon = False\n",
    "perfect_deliberate = False\n",
    "cyber_realistic_classic = False\n",
    "endless_reality = False\n",
    "\n",
    "    #☄️**Arte digital / Ilustración**☄️\n",
    "sxz_luma = False\n",
    "dream_shaper = False\n",
    "rev_animated = False\n",
    "lyriel = False\n",
    "babes = False\n",
    "never_ending_dream_ned = False\n",
    "liberty = False\n",
    "elldreths_retro_mix = False\n",
    "been_you_lite = False\n",
    "ether_real_mix = False\n",
    "dread_v5 = False\n",
    "majicmix_fantasy = False\n",
    "noosphere = False\n",
    "model_ex = False\n",
    "ghostmix = False\n",
    "counterfeit_v3_0 = False\n",
    "a_zovya_rpg_artist_tools = False\n",
    "been_you = False\n",
    "anything_v5_ink = False\n",
    "\n",
    "    #💥**Arte digital / 2D / Anime**💥\n",
    "cetus_mix = False\n",
    "toonyou = False\n",
    "dark_sushi_mix = False\n",
    "anime = False\n",
    "icomix = False\n",
    "flat_2d_animerge = False\n",
    "arthemy_comics = False\n",
    "checkpoint_yesmix = False\n",
    "the_agenda_mix = False\n",
    "seekyou = False\n",
    "experience = False\n",
    "\n",
    "#🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫🚫\n",
    "#🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻🔻\n",
    "#☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️\n",
    "#                     NO TOCAR CÓDIGO ! ! !                     ☣️\n",
    "#☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️☣️\n",
    "#⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬⏬\n",
    "#🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽🔽\n",
    "import zipfile\n",
    "import os\n",
    "from IPython.display import clear_output\n",
    "path_model = '/home/studio-lab-user/stable-diffusion-webui/models/Stable-diffusion/'\n",
    "path_vae = '/home/studio-lab-user/stable-diffusion-webui/models/VAE/'\n",
    "path_lora = '/home/studio-lab-user/stable-diffusion-webui/models/Lora/'\n",
    "path_hypernetwork = '/home/studio-lab-user/stable-diffusion-webui/models/hypernetworks/'\n",
    "path_upscaler = '/home/studio-lab-user/stable-diffusion-webui/models/ESRGAN/'\n",
    "path_embedding = '/home/studio-lab-user/stable-diffusion-webui/embeddings/'\n",
    "path_control = '/home/studio-lab-user/stable-diffusion-webui/models/ControlNet/'\n",
    "path_extensiones = '/home/studio-lab-user/stable-diffusion-webui/extensions'\n",
    "path_insight = '/home/studio-lab-user/stable-diffusion-webui/models/insightface'\n",
    "path_adetailer = '/home/studio-lab-user/stable-diffusion-webui/models/adetailer'\n",
    "path_animdiffuser = '/home/studio-lab-user/stable-diffusion-webui/extensions/sd-webui-animatediff/model/'\n",
    "path_animdiffuser_l = '/home/studio-lab-user/stable-diffusion-webui/models/Lora/MotionLoRA/'\n",
    "def mostrar_en_div_estilizado(contenido):\n",
    "    from IPython.display import HTML, display\n",
    "    animation_style = \"\"\"@keyframes moveBackground{0%{background-position:0 50%}100%{background-position:100% 50%}}\"\"\"\n",
    "    div_style = \"\"\"background:radial-gradient(circle at 20% 50%,rgba(255,0,0,.4),transparent),radial-gradient(circle at 50% 50%,rgba(0,255,0,.5),transparent),radial-gradient(circle at 80% 50%,rgba(0,0,255,.4),transparent),radial-gradient(circle at 20% 50%,rgba(255,0,0,.4),transparent);background-color:transparent;background-size:400% 400%;animation:moveBackground 60s linear infinite;color:#FFEFDF;padding:15px;border-radius:5px;font-weight:bold;font-family:monospace;box-shadow:0 4px 6px rgba(0,0,0,.5)\"\"\"\n",
    "    display(HTML(f\"<style>{animation_style}</style>\"))\n",
    "    div = f'<div class=\"alert alert-primary\" style=\"{div_style}\">{contenido}</div>'\n",
    "    display(HTML(div))\n",
    "def descargarModelo(url,id, total):\n",
    "\tdestination = url.split(':')[0]\n",
    "\tnombre = url.split(':')[1]\n",
    "\turl = url[url.find(':')+1:]\n",
    "\turl = url[url.find(':')+1:]\n",
    "\tif 'model' in destination:\n",
    "\t\tdestination = path_model\n",
    "\telif 'vae' in destination:\n",
    "\t\tdestination = path_vae\n",
    "\telif 'lora' in destination:\n",
    "\t\tdestination = path_lora\n",
    "\telif 'hypernetwork' in destination:\n",
    "\t\tdestination = path_hypernetwork\n",
    "\telif 'embedd' in destination:\n",
    "\t\tdestination = path_embedding\n",
    "\telif 'control' in destination:\n",
    "\t\tdestination = path_control\n",
    "\telif 'upscaler' in destination:\n",
    "\t\tdestination = path_upscaler\n",
    "\telif 'insight' in destination:\n",
    "\t\tdestination = path_insight\n",
    "\telif 'adetailer' in destination:\n",
    "\t\tdestination = path_adetailer\n",
    "\telif 'animdiffuser_l' in destination:\n",
    "\t\tdestination = path_animdiffuser_l\n",
    "\t\t!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M $url -d $destination -o $nombre\n",
    "\t\treturn\n",
    "\telif 'animdiffuser' in destination:\n",
    "\t\tdestination = path_animdiffuser\n",
    "\tif not os.path.exists(destination):\n",
    "\t\tos.makedirs(destination)\n",
    "\tmostrar_en_div_estilizado(\"<h1>😹 Descargando modelos Paso 2/3.</h1><h3>🔥Descargando modelo: \" + nombre.split('.')[0] + \" (\" + str(id+1) + \" de \" + str(total+1) + \")\" + \"</h3>\")\n",
    "\t!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M $url -d $destination -o $nombre\n",
    "\tclear_output()\n",
    "from IPython.utils.io import capture_output\n",
    "def descargarModelos(modelos):\n",
    "    !rm -r /home/studio-lab-user/.cache\n",
    "    for i, model in enumerate(modelos):    \n",
    "        descargarModelo(model, i, len(modelos))\n",
    "def descargarExtensiones(extensiones):\n",
    "    for i, extension in enumerate(extensiones):\n",
    "        url = extension.split('*')[0]\n",
    "        nombre = url.split('/')[len(url.split('/'))-1]\n",
    "        mostrar_en_div_estilizado(\"<h1>🥰 Descargando extensiones Paso 2/3.</h1><h3>🌟Descargando extensión (\" + str(i+1) + \" de \" + str(len(extensiones)) + \"): \" + nombre + \"</h3>\")\n",
    "        directorio = extension.split('*')[1] + '/' + nombre\n",
    "        print(directorio)\n",
    "        !git clone --depth 1 $url $directorio\n",
    "        if 'wildcard' in url:\n",
    "            !mkdir /home/studio-lab-user/stable-diffusion-webui/extensions/sd-dynamic-prompts/wildcards\n",
    "            !mv -f /home/studio-lab-user/stable-diffusion-webui/extensions/sd-dynamic-prompts/w/stableDiffusion-wildcards/wildcards/* /home/studio-lab-user/stable-diffusion-webui/extensions/sd-dynamic-prompts/wildcards\n",
    "            !rm -rf /home/studio-lab-user/stable-diffusion-webui/extensions/sd-dynamic-prompts/w\n",
    "        clear_output()\n",
    "modelos = []\n",
    "extensiones = []\n",
    "\n",
    "modelos.append('vae:sdxl_vae.safetensors:https://huggingface.co/stabilityai/sdxl-vae/resolve/main/sdxl_vae.safetensors')\n",
    "\n",
    "if sdxl_tl_bluePencil:\n",
    "    modelos.append('model:bluePencilXLLCM_v500Lightning.safetensors:https://civitai.com/api/download/models/369896')\n",
    "if sdxl_tl_aomixXL:\n",
    "    modelos.append('model:atomixXL_v20LightningDPMSDE.safetensors:https://civitai.com/api/download/models/371657')\n",
    "if sdxl_tl_epicRealismXL:\n",
    "    modelos.append('model:epicrealismxl_zeus.safetensors:https://civitai.com/api/download/models/401841')\n",
    "if sdxl_tl_autismMixXL:\n",
    "    modelos.append('model:autismmixSDXL_autismmixLightning.safetensors:https://civitai.com/api/download/models/379259')\n",
    "if sdxl_tl_animexlXuebimix:\n",
    "    modelos.append('model:animexlXuebimix_v60LCM.safetensors:https://civitai.com/api/download/models/259194')\n",
    "\n",
    "if sdxl_tamarin:\n",
    "    modelos.append('model:tamarinXL_v10.safetensors:https://civitai.com/api/download/models/265836')\n",
    "if sdxllight_realvisxl:\n",
    "    modelos.append('model:realvisxlV40_v40LightningBakedvae.safetensors:https://civitai.com/api/download/models/361593')\n",
    "if sdxllight_juggernaut:\n",
    "    modelos.append('model:juggernautXL_v9Rdphoto2Lightning.safetensors:https://civitai.com/api/download/models/357609')\n",
    "if sdxlturbo_ultraspice:\n",
    "    modelos.append('model:ultraspiceXLTURBO_v10.safetensors:https://civitai.com/api/download/models/372600')\n",
    "if sdxlturbo_rmsdxl:\n",
    "    modelos.append('model:rmsdxlHybridTurboXL_orion.safetensors:https://civitai.com/api/download/models/288024')\n",
    "if sdxlturbo_realvisxl:\n",
    "    modelos.append('model:realvisxlV30Turbo_v30TurboBakedvae.safetensors:https://civitai.com/api/download/models/272378')\n",
    "if sdxllcm_realities:\n",
    "    modelos.append('model:RealitiesEdgeXLLCM_USELCMEDITION.safetensors:https://civitai.com/api/download/models/237849')\n",
    "if sdxlturbo_yamer_design:\n",
    "    modelos.append('model:sdxlYAMERSPERFECTDESIGN_v5SpecialGift.safetensors:https://civitai.com/api/download/models/249979')\n",
    "if sdxlturbo_superFast:\n",
    "    modelos.append('model:turbovisionxlSuperFastXLBasedOnNew_tvxlV20Bakedvae.safetensors:https://civitai.com/api/download/models/249989')\n",
    "if sdxlturbo_realities:\n",
    "    modelos.append('model:RealitiesEdgeXLLCM_TURBOXL.safetensors:https://civitai.com/api/download/models/242718')\n",
    "if sdxlturbo_dramshaper:\n",
    "    modelos.append('model:dreamshaperXL_turboDpmppSDE.safetensors:https://civitai.com/api/download/models/351306')\n",
    "if sdxlturbo_redturbo:\n",
    "    modelos.append('model:sdxlTURBOPLUSREDTEAMMODEL_.safetensors:https://civitai.com/api/download/models/255476')\n",
    "if sdxlturbo_pixel:\n",
    "    modelos.append('model:pixelwaveturboExcellent_02.safetensors:https://civitai.com/api/download/models/277460')\n",
    "if sdxlturbo_yamer:\n",
    "    modelos.append('model:sdxlTurboUnstable_v10TURBOEDITION.safetensors:https://civitai.com/api/download/models/247214')\n",
    "    modelos.append('lora:xl_yamer_style-2.0.safetensors:https://civitai.com/api/download/models/173530')\n",
    "if sdxl_rundiffusion:\n",
    "    modelos.append('model:rundiffusionXL_beta.safetensors:https://civitai.com/api/download/models/131579')\n",
    "if sdxl_albedoBase:\n",
    "    modelos.append('model:albedobaseXL_v12.safetensors:https://civitai.com/api/download/models/281176')\n",
    "if sdxl_cinematic:\n",
    "    modelos.append('model:cinevisionxlBySocalguitaristEasily_releaseV150Bakedvae.safetensors:https://civitai.com/api/download/models/211388')\n",
    "if sdxl_mini:\n",
    "    modelos.append('model:sdxl_mini.safetensors:https://huggingface.co/segmind/SSD-1B/resolve/main/SSD-1B-A1111.safetensors')\n",
    "if sdxl_realisticDigitalGenius:\n",
    "    modelos.append('model:realisticDigital_v40.safetensors:https://civitai.com/api/download/models/187992')\n",
    "if sdxl_sdxxxl:\n",
    "    modelos.append('model:sdxxxl_v10.safetensors:https://civitai.com/api/download/models/188681')\n",
    "if sdxl_realitiesEdge:\n",
    "    modelos.append('model:RealitiesEdgeXL_5.safetensors:https://civitai.com/api/download/models/183894')\n",
    "if sdxl_thinkDiffusion:\n",
    "    modelos.append('model:thinkdiffusionxl_v10.safetensors:https://civitai.com/api/download/models/190908')\n",
    "if sdxl_starLight:\n",
    "    modelos.append('model:starlightXLAnimated_v3.safetensors:https://civitai.com/api/download/models/182077')\n",
    "if sdxl_photostock:\n",
    "    modelos.append('model:realisticStockPhoto_v10.safetensors:https://huggingface.co/lllyasviel/fav_models/resolve/main/fav/realisticStockPhoto_v10.safetensors')\n",
    "if sdxl_bluepencil:\n",
    "    modelos.append('model:bluePencilXL_v050.safetensors:https://huggingface.co/lllyasviel/fav_models/resolve/main/fav/bluePencilXL_v050.safetensors')\n",
    "if sdxl_devlish:\n",
    "    modelos.append('model:devlishphotorealism_sdxl14.safetensors:https://civitai.com/api/download/models/185812')\n",
    "if sdxl_yamerMix:\n",
    "    modelos.append('model:sdxlUnstableDiffusers_v8HEAVENSWRATH.safetensors:https://civitai.com/api/download/models/174609')\n",
    "if sdxl_nightVision:\n",
    "    modelos.append('model:nightvisionXLPhotorealisticPortrait_release0770Bakedvae.safetensors:https://civitai.com/api/download/models/201643')\n",
    "if sdxl_protoHighFidelity:\n",
    "    modelos.append('model:protovisionXLHighFidelity3D_release0620Bakedvae.safetensors:https://civitai.com/api/download/models/172397')\n",
    "if sdxl_base_refiner:\n",
    "    modelos.append('model:sdXL_v10VAEFix.safetensors:https://civitai.com/api/download/models/128078')\n",
    "    modelos.append('model:sdXL_v10RefinerVAEFix.safetensors:https://civitai.com/api/download/models/128080')\n",
    "if sdxl_sdxlNijiSpecial:\n",
    "    modelos.append('model:sdxl_sdxlNijiSpecial.safetensors:https://civitai.com/api/download/models/154625')\n",
    "if sdxl_xxmix9realisticsdxl:\n",
    "    modelos.append('model:sdxl_xxmix9realisticsdxl.safetensors:https://civitai.com/api/download/models/163192')\n",
    "if sdxl_dynavisionXLAllInOneStylized:\n",
    "    modelos.append('model:dynavisionXLAllInOneStylized_beta0411Bakedvae.safetensors:https://civitai.com/api/download/models/148259')\n",
    "if sdxl_counterfeitxl:\n",
    "    modelos.append('model:counterfeitxl_v10.safetensors:https://civitai.com/api/download/models/146761')\n",
    "if sdxl_sdxlUnstableDiffusers_v7ElectricMind:\n",
    "    modelos.append('model:sdxlUnstableDiffusers_v7ElectricMind.safetensors:https://civitai.com/api/download/models/164826')\n",
    "if sdxl_SDXLRonghua:\n",
    "    modelos.append('model:SDXLRonghua_v20.safetensors:https://civitai.com/api/download/models/151978')\n",
    "if sdxl_juggernautXL:\n",
    "    modelos.append('model:juggernautXL_v7Rundiffusion.safetensors:https://civitai.com/api/download/models/240840')\n",
    "    modelos.append('lora:JuggerCineXL2.safetensors:https://civitai.com/api/download/models/131991')\n",
    "    modelos.append('embedding:JuggernautNegative-neg.pt:https://civitai.com/api/download/models/86553')\n",
    "if sdxl_copaxTimelessxlSDXL1:\n",
    "    modelos.append('model:copaxTimelessxlSDXL1_v6.safetensors:https://civitai.com/api/download/models/164378')\n",
    "if sdxl_sdvn6Realxl_detailface:\n",
    "    modelos.append('model:sdvn6Realxl_detailface.safetensors:https://civitai.com/api/download/models/134461')\n",
    "if sdxl_sdvn7Nijistylexl:\n",
    "    modelos.append('model:sdvn7Nijistylexl_v1.safetensors:https://civitai.com/api/download/models/155870')\n",
    "if sdxl_protovisionXLHighFidelity3D:\n",
    "    modelos.append('model:protovisionXLHighFidelity3D_beta0520Bakedvae.safetensors:https://civitai.com/api/download/models/144229')\n",
    "if sdxl_crystalClearXL_ccxl:\n",
    "    modelos.append('model:crystalClearXL_ccxl.safetensors:https://civitai.com/api/download/models/133832')\n",
    "if sdxl_LahMysteriousSDXL:\n",
    "    modelos.append('model:LahMysteriousSDXL_v40.safetensors:https://civitai.com/api/download/models/162380')\n",
    "if sdxl_zavychromaxl:\n",
    "    modelos.append('model:zavychromaxl_v20.safetensors:https://civitai.com/api/download/models/167488')\n",
    "if sdxl_talmendoxlSDXL:\n",
    "    modelos.append('model:talmendoxlSDXL_v11Beta.safetensors:https://civitai.com/api/download/models/131960')\n",
    "if sdxl_realvisxlV10:\n",
    "    modelos.append('model:realvisxlV10_v10VAE.safetensors:https://civitai.com/api/download/models/154590')\n",
    "if sdxl_realisticStockPhoto:\n",
    "    modelos.append('model:realisticStockPhoto_v10.safetensors:https://civitai.com/api/download/models/154593')\n",
    "if sdxl_shikianimexl:\n",
    "    modelos.append('model:shikianimexl_v10.safetensors:https://civitai.com/api/download/models/129369')\n",
    "if sdxl_atlxl:\n",
    "\tmodelos.append('model:altxl_v50.safetensors:https://civitai.com/api/download/models/144184')\n",
    "if sdxl_wyvernmix:\n",
    "\tmodelos.append('model:wyvernmix15XL_xlV11.safetensors:https://civitai.com/api/download/models/137252')\n",
    "if sdxl_ffxl400GBXLCombined:\n",
    "\tmodelos.append('model:ffxl400GBXLCombined_v20Pre.safetensors:https://civitai.com/api/download/models/142180')\n",
    "if sdxl_dreamshaperXL10:\n",
    "\tmodelos.append('model:sdxl_dreamshaperXL10.safetensors:https://civitai.com/api/download/models/126688')\n",
    "if sdxl_leosamsHelloworld:\n",
    "    modelos.append('modelo:sdxl_leosamsHelloworld.safetensors:https://civitai.com/api/download/models/150851')\n",
    "if sdxl_samaritan3dCartoon:\n",
    "    modelos.append('model:sdxl_samaritan3dCartoon.safetensors:https://civitai.com/api/download/models/144566')\n",
    "if objective_reality:\n",
    "    modelos.append('model:objective_reality.safetensors:https://civitai.com/api/download/models/142465')\n",
    "if chilloutmix:\n",
    "    modelos.append('model:chilloutmix.safetensors:https://civitai.com/api/download/models/11745')\n",
    "if realistic_vision_v5_1:\n",
    "    modelos.append('model:realistic_vision_v5_1.safetensors:https://civitai.com/api/download/models/130072')\n",
    "if deliberate:\n",
    "    modelos.append('model:deliberate.safetensors:https://civitai.com/api/download/models/15236')\n",
    "if majicmix_realistic:\n",
    "    modelos.append('model:majicmix_realistic.safetensors:https://civitai.com/api/download/models/126470')\n",
    "if epic_realism:\n",
    "    modelos.append('model:epic_realism.safetensors:https://civitai.com/api/download/models/134065')\n",
    "if epic_photogasm:\n",
    "    modelos.append('model:epic_photogasm.safetensors:https://civitai.com/api/download/models/145885')\n",
    "if cyber_realistic:\n",
    "    modelos.append('model:cyber_realistic.safetensors:https://civitai.com/api/download/models/372799')\n",
    "if xxmix_9_realistic:\n",
    "    modelos.append('model:xxmix_9_realistic.safetensors:https://civitai.com/api/download/models/102222')\n",
    "if icbinp_i_cant_believe_its_not_photography:\n",
    "    modelos.append('model:icbinp_i_cant_believe_its_not_photography.safetensors:https://civitai.com/api/download/models/121557')\n",
    "if fantastic_mix:\n",
    "    modelos.append('model:fantastic_mix.safetensors:https://civitai.com/api/download/models/129240')\n",
    "if absolute_reality:\n",
    "    modelos.append('model:absolute_reality.safetensors:https://civitai.com/api/download/models/132760')\n",
    "if am_i_real:\n",
    "    modelos.append('model:am_i_real.safetensors:https://civitai.com/api/download/models/115526')\n",
    "if experience:\n",
    "    modelos.append('model:experience.safetensors:https://civitai.com/api/download/models/137204')\n",
    "if photon:\n",
    "    modelos.append('model:photon.safetensors:https://civitai.com/api/download/models/90072')\n",
    "if perfect_deliberate:\n",
    "    modelos.append('model:perfect_deliberate.safetensors:https://civitai.com/api/download/models/86698')\n",
    "if cyber_realistic_classic:\n",
    "    modelos.append('model:cyber_realistic_classic.safetensors:https://civitai.com/api/download/models/129379')\n",
    "if endless_reality:\n",
    "    modelos.append('model:endless_reality.safetensors:https://civitai.com/api/download/models/111513')\n",
    "if sxz_luma:\n",
    "    modelos.append('model:sxz_luma.safetensors:https://civitai.com/api/download/models/127416')\n",
    "if dream_shaper:\n",
    "    modelos.append('model:dream_shaper.safetensors:https://civitai.com/api/download/models/128713')\n",
    "if rev_animated:\n",
    "    modelos.append('model:rev_animated.safetensors:https://civitai.com/api/download/models/46846')\n",
    "if lyriel:\n",
    "    modelos.append('model:lyriel.safetensors:https://civitai.com/api/download/models/72396')\n",
    "if babes:\n",
    "    modelos.append('model:babes.safetensors:https://civitai.com/api/download/models/61372')\n",
    "if never_ending_dream_ned:\n",
    "    modelos.append('model:never_ending_dream_ned.safetensors:https://civitai.com/api/download/models/64094')\n",
    "if liberty:\n",
    "    modelos.append('model:liberty.safetensors:https://civitai.com/api/download/models/6908')\n",
    "if elldreths_retro_mix:\n",
    "    modelos.append('model:elldreths_retro_mix.safetensors:https://civitai.com/api/download/models/1575')\n",
    "if been_you_lite:\n",
    "    modelos.append('model:been_you_lite.safetensors:https://civitai.com/api/download/models/117019')\n",
    "if ether_real_mix:\n",
    "    modelos.append('model:ether_real_mix.safetensors:https://civitai.com/api/download/models/124104')\n",
    "if dread_v5:\n",
    "    modelos.append('model:dread_v5.safetensors:https://civitai.com/api/download/models/104018')\n",
    "if majicmix_fantasy:\n",
    "    modelos.append('model:majicmix_fantasy.safetensors:https://civitai.com/api/download/models/49055')\n",
    "if noosphere:\n",
    "    modelos.append('model:noosphere.safetensors:https://civitai.com/api/download/models/107675')\n",
    "if model_ex:\n",
    "    modelos.append('model:model_ex.safetensors:https://civitai.com/api/download/models/137783')\n",
    "if ghostmix:\n",
    "    modelos.append('model:ghostmix.safetensors:https://civitai.com/api/download/models/76907')\n",
    "if counterfeit_v3_0:\n",
    "    modelos.append('model:counterfeit_v3_0.safetensors:https://civitai.com/api/download/models/57618')\n",
    "if a_zovya_rpg_artist_tools:\n",
    "    modelos.append('model:a_zovya_rpg_artist_tools.safetensors:https://civitai.com/api/download/models/87886')\n",
    "if been_you:\n",
    "    modelos.append('model:been_you.safetensors:https://civitai.com/api/download/models/85614')\n",
    "if anything_v5_ink:\n",
    "    modelos.append('model:anything_v5_ink.safetensors:https://civitai.com/api/download/models/90854')\n",
    "if cetus_mix:\n",
    "    modelos.append('model:cetus_mix.safetensors:https://civitai.com/api/download/models/105924')\n",
    "if toonyou:\n",
    "    modelos.append('model:toonyou.safetensors:https://civitai.com/api/download/models/125771')\n",
    "if dark_sushi_mix:\n",
    "    modelos.append('model:dark_sushi_mix.safetensors:https://civitai.com/api/download/models/93208')\n",
    "if anime:\n",
    "    modelos.append('model:anime.safetensors:https://civitai.com/api/download/models/116978')\n",
    "if icomix:\n",
    "    modelos.append('model:icomix.safetensors:https://civitai.com/api/download/models/84783')\n",
    "if flat_2d_animerge:\n",
    "    modelos.append('model:flat_2d_animerge.safetensors:https://civitai.com/api/download/models/103436')\n",
    "if arthemy_comics:\n",
    "    modelos.append('model:arthemy_comics.safetensors:https://civitai.com/api/download/models/107847')\n",
    "if checkpoint_yesmix:\n",
    "    modelos.append('model:checkpoint_yesmix.safetensors:https://civitai.com/api/download/models/95214')\n",
    "if the_agenda_mix:\n",
    "    modelos.append('model:the_agenda_mix.safetensors:https://civitai.com/api/download/models/95687')\n",
    "if seekyou:\n",
    "    modelos.append('model:seekyou.safetensors:https://civitai.com/api/download/models/74057')\n",
    "# modelos.append('upscaler:4xUltrasharp.pt:https://civitai.com/api/download/models/125843')\n",
    "modelos.append('adetailer:breasts_seg.pt:https://huggingface.co/mordecaaiiaart/ositoMalvado/resolve/main/breasts_seg.pt')\n",
    "modelos.append('adetailer:Eyes.pt:https://huggingface.co/mordecaaiiaart/ositoMalvado/resolve/main/Eyes.pt')\n",
    "if upscalers:\n",
    "\tmodelos.append('upscaler:4xNMKDSuperscale_4xNMKDSuperscale.pt:https://civitai.com/api/download/models/156841')\n",
    "\tmodelos.append('upscaler:4x_NMKD-Superscale-SP_178000_G.pth:https://huggingface.co/uwg/upscaler/resolve/main/ESRGAN/4x_NMKD-Superscale-SP_178000_G.pth')\n",
    "\tmodelos.append('upscaler:8x_NMKD-Superscale_150000_G.pth:https://huggingface.co/uwg/upscaler/resolve/main/ESRGAN/8x_NMKD-Superscale_150000_G.pth')\n",
    "\tmodelos.append('upscaler:4x-AnimeSharp.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/4x-AnimeSharp.pth')\n",
    "\tmodelos.append('upscaler:4xSmoothRealism.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/|')\n",
    "\tmodelos.append('upscaler:4x_NMKD-Superscale-SP_178000_G.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/4x_NMKD-Superscale-SP_178000_G.pth')\n",
    "\tmodelos.append('upscaler:4x_Nickelback_70000G.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/4x_Nickelback_70000G.pth')\n",
    "\tmodelos.append('upscaler:4x_UltraFArt_v3.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/4x_UltraFArt_v3.pth')\n",
    "\tmodelos.append('upscaler:4x_foolhardy_Remacri.pth:https://huggingface.co/mordecaaiiaart/osmal/resolve/main/4x_foolhardy_Remacri.pth')\n",
    "if extra_vae:\n",
    "\tmodelos.append('vae:blessed2.vae.safetensors:https://huggingface.co/NoCrypt/resources/resolve/main/VAE/blessed2.vae.safetensors')\n",
    "\tmodelos.append('vae:vae-ft-mse-840000-ema-pruned.safetensors:https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors')\n",
    "\tmodelos.append('vae:https://civitai.com/api/download/models/94036')\n",
    "\tmodelos.append('vae:https://civitai.com/api/download/models/83798')\n",
    "\tmodelos.append('vae:https://civitai.com/api/download/models/83141')\n",
    "else:\n",
    "    modelos.append('vae:blessed2.vae.safetensors:https://huggingface.co/NoCrypt/resources/resolve/main/VAE/blessed2.vae.safetensors')\n",
    "    modelos.append('vae:vae-ft-mse-840000-ema-pruned.safetensors:https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors')\n",
    "if sd15_embeddings:\n",
    "    extensiones.append('https://github.com/dreamscapeai/negativekit*' + path_embedding)\n",
    "if sdxl_embeddings:\n",
    "    extensiones.append('https://github.com/ositoMalvado/sdxl_embeddings*/home/studio-lab-user/stable-diffusion-webui/embeddings')\n",
    "if sdxl_lora_extra:\n",
    "\tmodelos.append('lora:epoxy_skull-sdxl.safetensors:https://civitai.com/api/download/models/200136')\n",
    "\tmodelos.append('lora:EnvyActionShotXL01.safetensors:https://civitai.com/api/download/models/241565')\n",
    "\tmodelos.append('lora:crystalz-sdxl.safetensors:https://civitai.com/api/download/models/202887')\n",
    "\tmodelos.append('lora:Da_Vinci-000008.safetensors:https://civitai.com/api/download/models/239192')\n",
    "if sdxl_lora_text:\n",
    "    modelos.append('lora:Harrlogos_v2.0.safetensors:https://civitai.com/api/download/models/214296')\n",
    "if sdxl_lora:\n",
    "    modelos.append('lora:sdxl_photorealistic_slider_v1-0.safetensors:https://civitai.com/api/download/models/126807')\n",
    "    modelos.append('lora:DetailedEyes_V3.safetensors:https://civitai.com/api/download/models/145907')\n",
    "    modelos.append('lora:xl_more_art-full_v1.safetensors:https://civitai.com/api/download/models/152309')\n",
    "    modelos.append('lora:add-detail-xl.safetensors:https://civitai.com/api/download/models/135867')\n",
    "    modelos.append('lora:EasyFix.safetensors:https://civitai.com/api/download/models/166739')\n",
    "    modelos.append('lora:SDXL_FILM_PHOTOGRAPHY_STYLE_BetaV0.4.safetensors:https://huggingface.co/lllyasviel/fav_models/resolve/main/fav/SDXL_FILM_PHOTOGRAPHY_STYLE_BetaV0.4.safetensors')\n",
    "    modelos.append('lora:badhands.safetensors:https://civitai.com/api/download/models/141278')\n",
    "if sd15_lora:\n",
    "    modelos.append('lora:add_detail.safetensors:https://civitai.com/api/download/models/62833')\n",
    "    modelos.append('lora:more_details.safetensors:https://civitai.com/api/download/models/87153')\n",
    "    modelos.append('lora:epi_noiseoffset2.pt:https://civitai.com/api/download/models/16576')\n",
    "    modelos.append('lora:to8contrast-1-5.safetensors:https://civitai.com/api/download/models/10638')\n",
    "if sd15_controlnet_v1:\n",
    "    modelos.append('control:tile_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.safetensors')\n",
    "    modelos.append('control:tile_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile_fp16.yaml')\n",
    "    modelos.append('control:depth_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors')\n",
    "    modelos.append('control:depth_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth_fp16.yaml')\n",
    "    modelos.append('control:canny_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.safetensors')\n",
    "    modelos.append('control:canny_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny_fp16.yaml')\n",
    "    modelos.append('control:lineart_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.safetensors')\n",
    "    modelos.append('control:lineart_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart_fp16.yaml')\n",
    "    modelos.append('control:openpose_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.safetensors')\n",
    "    modelos.append('control:openpose_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose_fp16.yaml')\n",
    "    modelos.append('control:scribble_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.safetensors')\n",
    "    modelos.append('control:scribble_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble_fp16.yaml')\n",
    "    modelos.append('control:ip-adapter-full-face_sd15.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-full-face_sd15.safetensors')\n",
    "    modelos.append('control:ip-adapter-plus-face_sd15.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus-face_sd15.safetensors')\n",
    "    modelos.append('control:ip-adapter-plus_sd15.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter-plus_sd15.safetensors')\n",
    "    modelos.append('control:ip-adapter_sd15.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter_sd15.safetensors')\n",
    "    modelos.append('control:ip-adapter_sd15_light.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter_sd15_light.safetensors')\n",
    "    modelos.append('control:ip-adapter_sd15_vit-G.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/models/ip-adapter_sd15_vit-G.safetensors')\n",
    "if sd15_controlnet_v2:\n",
    "    modelos.append('control:qrcode_monster_v2.yaml:https://huggingface.co/monster-labs/control_v1p_sd15_qrcode_monster/resolve/main/v2/control_v1p_sd15_qrcode_monster_v2.yaml')\n",
    "    modelos.append('control:qrcode_monster_v2.safetensors:https://huggingface.co/monster-labs/control_v1p_sd15_qrcode_monster/resolve/main/v2/control_v1p_sd15_qrcode_monster_v2.safetensors')\n",
    "    modelos.append('control:ip2p_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors')\n",
    "    modelos.append('control:ip2p_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p_fp16.yaml')\n",
    "    modelos.append('control:shuffle_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors')\n",
    "    modelos.append('control:shuffle_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle_fp16.yaml')\n",
    "    modelos.append('control:depth_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_depth_fp16.safetensors')\n",
    "    modelos.append('control:depth_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_depth_fp16.yaml')\n",
    "    modelos.append('control:inpaint_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors')\n",
    "    modelos.append('control:inpaint_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint_fp16.yaml')\n",
    "    modelos.append('control:mlsd_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors')\n",
    "    modelos.append('control:mlsd_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd_fp16.yaml')\n",
    "    modelos.append('control:normalbae_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors')\n",
    "    modelos.append('control:normalbae_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae_fp16.yaml')\n",
    "    modelos.append('control:seg_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.safetensors')\n",
    "    modelos.append('control:seg_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg_fp16.yaml')\n",
    "    modelos.append('control:softedge_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.safetensors')\n",
    "    modelos.append('control:softedge_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge_fp16.yaml')\n",
    "    modelos.append('control:lineart_anime_fp16.safetensors:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors')\n",
    "    modelos.append('control:lineart_anime_fp16.yaml:https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.yaml')\n",
    "if sdxl_control_ipadapter:\n",
    "    modelos.append('control:ip-adapter-plus-face_sdxl_vit-h.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus-face_sdxl_vit-h.safetensors')\n",
    "    # modelos.append('control:ip-adapter-plus_sdxl_vit-h.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter-plus_sdxl_vit-h.safetensors')\n",
    "    # modelos.append('control:ip-adapter_sdxl.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter_sdxl.safetensors')\n",
    "    # modelos.append('control:ip-adapter_sdxl_vit-h.safetensors:https://huggingface.co/h94/IP-Adapter/resolve/main/sdxl_models/ip-adapter_sdxl_vit-h.safetensors')\n",
    "if sdxl_control:\n",
    "    modelos.append('control:t2i-adapter-canny-sdxl-1.0.safetensors:https://huggingface.co/TencentARC/t2i-adapter-canny-sdxl-1.0/resolve/main/diffusion_pytorch_model.safetensors')\n",
    "    modelos.append('control:t2i-adapter-depth-midas-sdxl-1.0.safetensors:https://huggingface.co/TencentARC/t2i-adapter-depth-midas-sdxl-1.0/resolve/main/diffusion_pytorch_model.safetensors')\n",
    "    modelos.append('control:t2i-adapter-openpose-sdxl-1.0.safetensors:https://huggingface.co/TencentARC/t2i-adapter-openpose-sdxl-1.0/resolve/main/diffusion_pytorch_model.safetensors')\n",
    "    modelos.append('control:t2i-adapter-lineart-sdxl-1.0.safetensors:https://huggingface.co/TencentARC/t2i-adapter-lineart-sdxl-1.0/resolve/main/diffusion_pytorch_model.safetensors')\n",
    "if sdxl_control_qr:\n",
    "    modelos.append('control:qrpatternSdxl_v01256512eSdxl.safetensors:https://civitai.com/api/download/models/200289')\n",
    "    modelos.append('control:qrCodeMonsterSDXL_v10.safetensors:https://civitai.com/api/download/models/221829')\n",
    "if sd_extensions:\n",
    "    # extensiones.append('https://github.com/zanllp/sd-webui-infinite-image-browsing*' + path_extensiones)\n",
    "    extensiones.append('https://github.com/Bing-su/adetailer*' + path_extensiones)\n",
    "    extensiones.append('https://github.com/pharmapsychotic/clip-interrogator-ext*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/Coyote-A/ultimate-upscale-for-automatic1111*' + path_extensiones)\n",
    "    extensiones.append('https://github.com/DominikDoom/a1111-sd-webui-tagcomplete*' + path_extensiones)\n",
    "    extensiones.append('https://github.com/thomasasfk/sd-webui-aspect-ratio-helper*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/uwidev/sd_extension-prompt_formatter*' + path_extensiones)\n",
    "    extensiones.append('https://github.com/adieyal/sd-dynamic-prompts*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/ositoMalvado/stableDiffusion-wildcards*' + path_extensiones + '/sd-dynamic-prompts/w')\n",
    "    # extensiones.append('https://github.com/ArtVentureX/sd-webui-agent-scheduler*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/twri/sdxl_prompt_styler*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/ahgsql/StyleSelectorXL*' + path_extensiones)\n",
    "    # extensiones.append('https://github.com/Mikubill/sd-webui-controlnet*' + path_extensiones)\n",
    "    if sd_extensions_reactor:\n",
    "        extensiones.append('https://github.com/Gourieff/sd-webui-reactor*' + path_extensiones)\n",
    "        modelos.append('insight:inswapper_128.onnx:https://huggingface.co/ezioruan/inswapper_128.onnx/resolve/main/inswapper_128.onnx')\n",
    "    if sd_lcm:\n",
    "        extensiones.append('https://github.com/Mikubill/sd-webui-controlnet*' + path_extensiones)\n",
    "        extensiones.append('https://github.com/continue-revolution/sd-webui-animatediff*' + path_extensiones)\n",
    "        modelos.append('lora:lcm-lora-sdxl.safetensors:https://huggingface.co/latent-consistency/lcm-lora-sdxl/resolve/main/pytorch_lora_weights.safetensors')\n",
    "        modelos.append('lora:lcm-lora-sdv1-5.safetensors:https://huggingface.co/latent-consistency/lcm-lora-sdv1-5/resolve/main/pytorch_lora_weights.safetensors')\n",
    "    if sd_extensions_deforum:\n",
    "        extensiones.append('https://github.com/Mikubill/sd-webui-controlnet*' + path_extensiones)\n",
    "        extensiones.append('https://github.com/deforum-art/sd-webui-deforum*' + path_extensiones)\n",
    "        extensiones.append('https://github.com/continue-revolution/sd-webui-animatediff*' + path_extensiones)\n",
    "        modelos.append('animdiffuser_l:v2_lora_PanLeft.ckpt:https://civitai.com/api/download/models/171346')\n",
    "        modelos.append('animdiffuser_l:v2_lora_PanRight.ckpt:https://civitai.com/api/download/models/171348')\n",
    "        modelos.append('animdiffuser_l:v2_lora_RollingAnticlockwise.ckpt:https://civitai.com/api/download/models/171356')\n",
    "        modelos.append('animdiffuser_l:v2_lora_RollingClockwise.ckpt:https://civitai.com/api/download/models/171357')\n",
    "        modelos.append('animdiffuser_l:v2_lora_TiltDown.ckpt:https://civitai.com/api/download/models/171349')\n",
    "        modelos.append('animdiffuser_l:v2_lora_TiltUp.ckpt:https://civitai.com/api/download/models/171351')\n",
    "        modelos.append('animdiffuser_l:v2_lora_ZoomIn.ckpt:https://civitai.com/api/download/models/171354')\n",
    "        modelos.append('animdiffuser_l:v2_lora_ZoomOut.ckpt:https://civitai.com/api/download/models/171355')\n",
    "    if sd_extensions_plus:\n",
    "        extensiones.append('https://github.com/Mikubill/sd-webui-controlnet*' + path_extensiones)\n",
    "        extensiones.append('https://github.com/pharmapsychotic/clip-interrogator-ext*' + path_extensiones)\n",
    "descargarModelos(modelos)\n",
    "descargarExtensiones(extensiones)\n",
    "clear_output()\n",
    "if sd_lcm:\n",
    "    with capture_output() as c:\n",
    "        !curl -Lo \"/home/studio-lab-user/stable-diffusion-webui/sd.zip\" \"https://huggingface.co/mordecaaiiaart/ositoMalvado/resolve/main/OSITO%20LCM.zip\"\n",
    "        with zipfile.ZipFile(\"/home/studio-lab-user/stable-diffusion-webui/sd.zip\", 'r') as zip_ref:\n",
    "            zip_ref.extractall(path=\"/home/studio-lab-user/stable-diffusion-webui\")\n",
    "        !rm -rf /home/studio-lab-user/sd.zip\n",
    "        del c\n",
    "clear_output()\n",
    "if sd_extensions:\n",
    "    mostrar_en_div_estilizado(\"<h1>🥰 Descargando extra Paso 2/3.</h1><h3>🌟Descargando modelos wildcards</h3>\")\n",
    "    with capture_output() as c:\n",
    "        %cd /home/studio-lab-user/stable-diffusion-webui/extensions\n",
    "        if sd_extensions_deforum:\n",
    "            !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://civitai.com/api/download/models/159987 -d $path_animdiffuser -o mm_sd_v15_v2.ckpt\n",
    "    del c\n",
    "clear_output()\n",
    "mostrar_en_div_estilizado(f\"<h1>👽 Modelos y extensiones descargados! Ya puedes iniciar Stable Diffusion en la siguiente celda!</h1>\")\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "047f6c6b",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true,
    "tags": []
   },
   "source": [
    "# **Paso 3**. Ejecutar Stable Diffusion\n",
    "> **IMPORTANTE (ANTES DE EJECUTAR)**: asegúrate de tener tu token en el siguiente link <a href=\"https://zrok.io\">zrok.io</a><br>\n",
    "> Ejecutar el código de abajo para crear cuenta en ZROK\n",
    "```\n",
    "conda activate Forge_UI && cd /tmp && wget -O zrok_0.4.23_linux_amd64.tar.gz https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz && mkdir -p /tmp/zrok && tar -xf ./zrok_0.4.23_linux_amd64.tar.gz -C /tmp/zrok --overwrite && rm -rf /tmp/zrok/bin && mkdir -p /tmp/zrok/bin && cp /tmp/zrok/zrok /tmp/zrok/bin && export PATH=\"/tmp/zrok/bin:$PATH\" && zrok version && cd .. && clear && zrok invite\n",
    "```\n",
    "\n",
    "> Ya reemplazado **TU-TOKEN** por el token obtenido en <a href=\"https://zrok.io\">zrok.io</a> podrás iniciar Stable Diffusion<br>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4e97bf7e-7bfa-4b64-b317-4014535cd3d9",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# CONSEGUÍ TU TOKEN EN https://zrok.io/\n",
    "ZROK_TOKEN = \"TU-TOKEN\"\n",
    "\n",
    "#######################################\n",
    "# NO EDITAR DESDE ACÁ PARA ABAJO\n",
    "from IPython.utils.io import capture_output\n",
    "with capture_output() as c:\n",
    "    %cd ~/stable-diffusion-webui\n",
    "    del c\n",
    "from multiprocessing import Process\n",
    "def run_command1():\n",
    "    with capture_output() as c:\n",
    "        %cd /tmp\n",
    "        !wget https://github.com/openziti/zrok/releases/download/v0.4.23/zrok_0.4.23_linux_amd64.tar.gz\n",
    "        !mkdir /tmp/zrok\n",
    "        !tar -xf ./zrok*linux*.tar.gz -C /tmp/zrok\n",
    "        !mkdir -p /tmp/zrok/bin && install /tmp/zrok/zrok /tmp/zrok/bin\n",
    "        import os\n",
    "        os.environ['PATH'] = \"/tmp/zrok/bin:\" + os.environ['PATH']\n",
    "        !zrok version\n",
    "        import os\n",
    "        os.environ['PATH'] = \"/tmp/zrok/bin:\" + os.environ['PATH']\n",
    "        !zrok disable\n",
    "        !zrok enable $ZROK_TOKEN\n",
    "    del c\n",
    "    !zrok share public http://localhost:7860 --headless\n",
    "def run_command2():\n",
    "    !python launch.py --listen --xformers --no-half-vae --enable-insecure-extension-access --theme dark --gradio-queue\n",
    "\n",
    "if __name__ == '__main__':\n",
    "    p1 = Process(target=run_command1)\n",
    "    p2 = Process(target=run_command2)\n",
    "    p1.start()\n",
    "    p2.start()\n",
    "    p1.join()\n",
    "    p2.join()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75296c5e",
   "metadata": {
    "jp-MarkdownHeadingCollapsed": true,
    "tags": []
   },
   "source": [
    "# **Paso 0**. Preparar el entorno completo para una instalación limpia\n",
    "> **IMPORTANTE**: solo ejecutar por primera vez esta celda. Esperara hasta que termine y luego reiniciar el entorno completo para continuar desde el **Paso 1**"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9aaf7fde-13c0-459a-adae-d9f262f3e680",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Limpiar y remover todos los env, cache y archivos\n",
    "!rm -r /home/studio-lab-user/.cache\n",
    "!rm -r /home/studio-lab-user/.conda\n",
    "!conda remove -n \"env_name\" --all\n",
    "!rm -rf /home/studio-lab-user/*\n",
    "import subprocess\n",
    "output = subprocess.check_output([\"conda\", \"env\", \"list\"]).decode(\"utf-8\")\n",
    "lines = output.strip().split('\\n')\n",
    "for line in lines:\n",
    "    parts = line.split()\n",
    "    if len(parts) >= 2:\n",
    "        env_name = parts[0]\n",
    "        env_path = parts[1]\n",
    "        if env_name != \"base\":\n",
    "            subprocess.run([\"conda\", \"activate\", \"base\"])\n",
    "            subprocess.run([\"conda\", \"env\", \"remove\", \"--name\", env_name])\n",
    "            print(f\"Entorno Conda '{env_name}' eliminado.\")\n",
    "print(f\"REINICIA EL ENTORNO DE SAGEMAKER POR COMPLETO!\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Forge_UI:Python",
   "language": "python",
   "name": "conda-env-Forge_UI-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}