Upload Neko_sd.ipynb

Neko_sd.ipynb

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+{
+  "cells": [
+    {
+      "cell_type": "code",
+      "source": [
+        "#Fetch the .zip file of the UI\n",
+        "#Note that extensions are attached within this .zip file\n",
+        "#A full list of extensions used can be found under sd/extensions/Extensions download URLs.txt\n",
+        "%cd /content\n",
+        "!curl -Lo sd.zip https://huggingface.co/Nekos4Lyfe/sd-kit/resolve/main/sd.zip\n",
+        "!unzip sd.zip \n",
+        "!rm sd.zip  #remove .zip file"
+      ],
+      "metadata": {
+        "id": "V1X7OSaLJuHa"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Download some basic ControlNET models \n",
+        "!curl -Lo /content/sd/extensions/controlnet/models/control_v11p_sd15_canny.safetensors https://huggingface.co/nolanaatama/models/resolve/main/control_v11p_sd15_canny_fp16.safetensors\n",
+        "!curl -Lo /content/sd/extensions/controlnet/models/t2iadapter_canny_sd14v1.pth https://huggingface.co/nolanaatama/models/resolve/main/t2iadapter_canny_sd14v1.pth\n",
+        "!curl -Lo /content/sd/extensions/controlnet/models/control_v11p_sd15_lineart.safetensors https://huggingface.co/nolanaatama/models/resolve/main/control_v11p_sd15_lineart_fp16.safetensors\n",
+        "!curl -Lo /content/sd/extensions/controlnet/models/control_v11p_sd15s2_lineart_anime.safetensors https://huggingface.co/nolanaatama/models/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors\n"
+      ],
+      "metadata": {
+        "id": "3ab7ebbQIP-v"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#from google.colab import drive\n",
+        "#drive.mount('/content/drive')\n",
+        "\n",
+        "#Choose a model to store on Drive as backup. Here are some examples\n",
+        "#!curl -Lo /content/drive/MyDrive/models/mistoon.safetensors https://civitai.com/api/download/models/28861\n",
+        "#!curl -Lo /content/drive/MyDrive/models/ghostmix.safetensors https://civitai.com/api/download/models/64503\n",
+        "#!curl -Lo /content/drive/MyDrive/models/darkside.safetensors https://civitai.com/api/download/models/63193\n",
+        "#!curl -Lo /content/drive/MyDrive/models/lyriel.safetensors https://civitai.com/api/download/models/72396\n",
+        "#!curl -Lo /content/drive/MyDrive/models/beenyou.safetensors https://civitai.com/api/download/models/64889\n",
+        "#!curl -Lo /content/drive/MyDrive/models/analogmadness.safetensors https://civitai.com/api/download/models/56498\n",
+        "\n",
+        "#Store VAE on your drive for easy access in the future \n",
+        "#!curl -Lo /content/drive/MyDrive/VAE/mse840000.vae.pt https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.ckpt #<--Commonly used VAE For photoreal models\n",
+        "#!curl -Lo /content/drive/MyDrive/VAE/kl-f8-anime2.vae.pt https://civitai.com/api/download/models/28569 #<--Commonly used VAE For anime models\n",
+        "\n",
+        "#Add a preloaded model from your Google drive (recommended as civitai is slow/offline sometimes)\n",
+        "#import shutil\n",
+        "#shutil.copy(\"/content/drive/MyDrive/models/analogmadness.safetensors\", \n",
+        "#            \"/content/sd/models/Stable-diffusion/analogmadness.safetensors\")\n",
+        "\n",
+        "#Add VAE to model\n",
+        "#shutil.copy(\"/content/drive/MyDrive/VAE/mse840000.vae.pt\", \n",
+        "#            \"/content/sd/models/Stable-diffusion/analogmadness.vae.pt\")"
+      ],
+      "metadata": {
+        "id": "pFkOt218iAKp"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#--------------Add a model from civitai (some examples provided):-------------------------------#\n",
+        "#Baked VAE (No external VAE required)\n",
+        "!curl -Lo /content/sd/models/Stable-diffusion/azovya-rpg.safetensors https://civitai.com/api/download/models/87886 #<---baked VAE\n",
+        "\n",
+        "#Photoreal models\n",
+        "#!curl -Lo /content/sd/models/Stable-diffusion/analogmadness.safetensors https://civitai.com/api/download/models/56498\n",
+        "\n",
+        "#Anime models\n",
+        "#!curl -Lo /content/sd/models/Stable-diffusion/mistoon.safetensors https://civitai.com/api/download/models/28861\n",
+        "#!curl -Lo /content/sd/models/Stable-diffusion/beenyou.safetensors https://civitai.com/api/download/models/85614\n",
+        "\n",
+        "#model from Google Drive\n",
+        "#import shutil\n",
+        "#shutil.copy(\"/content/drive/MyDrive/models/analogmadness.safetensors\", \n",
+        " #           \"/content/sd/models/Stable-diffusion/analogmadness.safetensors\")\n",
+        "\n",
+        "#---------------Add VAE stored on drive to model:-----------------------#\n",
+        "\n",
+        "#Add VAE for anime models:\n",
+        "#import shutil\n",
+        "#shutil.copy(\"/content/drive/MyDrive/VAE/kl-f8-anime2.vae.pt\", \n",
+        "#            \"/content/sd/models/Stable-diffusion/mistoon.vae.pt\")\n",
+        "\n",
+        "#Add VAE for photoreal models:\n",
+        "#import shutil\n",
+        "#shutil.copy(\"/content/drive/MyDrive/VAE/mse840000.vae.pt\", \n",
+        "#            \"/content/sd/models/Stable-diffusion/analogmadness.vae.pt\")\n"
+      ],
+      "metadata": {
+        "id": "TtUGrBEN7AsN"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Install dependencies\n",
+        "!pip install --upgrade fastapi==0.90.1\n",
+        "!pip install -q torch==2.0.0+cu118 torchvision==0.15.1+cu118 torchaudio==2.0.1+cu118 torchtext==0.15.1 torchdata==0.6.0 --extra-index-url https://download.pytorch.org/whl/cu118 -U\n",
+        "!pip install -q xformers==0.0.18 triton==2.0.0 -U\n",
+        "\n",
+        "#run the webui once \n",
+        "#Three blue links will appear to the UI\n",
+        "#(This cell will run indefinetely until you press the square shaped \"Stop\" button <---)\n",
+        "#\n",
+        "%cd /content/sd\n",
+        "!COMMANDLINE_ARGS=\"--share --disable-safe-unpickle --no-half-vae --xformers --enable-insecure-extension --gradio-queue --remotemoe --disable-console-progressbars\" REQS_FILE=\"requirements.txt\" python launch.py\n",
+        "# If remotemoe failed to start, change '--remotemoe' to '--cloudflared' on the COMMANDLINE_ARGS line above to use cloudflare tunnel"
+      ],
+      "metadata": {
+        "id": "XFottHPM31pS"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Add some embeddings after running the UI\n",
+        "%cd /content\n",
+        "!curl -Lo embeddings.zip https://huggingface.co/Nekos4Lyfe/sd-kit/resolve/main/embeddings.zip \n",
+        "!unzip /content/embeddings.zip #Create new temporary embeddings folder with content\n",
+        "\n",
+        "!mv embeddings/* /content/sd/embeddings #Add content to UI embedding folder\n",
+        "import shutil\n",
+        "shutil.rmtree(\"embeddings\") #Remove temporary folder\n",
+        "!rm embeddings.zip  #remove .zip file\n",
+        "\n",
+        "#How to use:  \n",
+        "# For example , write \"no_Sketch\" in the negative prompt to activate no_Sketch.pt\n",
+        "# or write angry512 in the positive prompt to activate angry512.pt"
+      ],
+      "metadata": {
+        "id": "P3MTYF8fmVDY"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "id": "b7FqKKN4tE3m"
+      },
+      "outputs": [],
+      "source": [
+        "#Add some LoRa:s after running the UI \n",
+        "#Here the LoRa trigger words are the same as the LoRa .safetensor names\n",
+        "!curl -Lo /content/sd/models/Lora/epinoise.safetensors https://civitai.com/api/download/models/16576\n",
+        "!curl -Lo /content/sd/models/Lora/dieselpunkai.safetensors  https://civitai.com/api/download/models/27755\n",
+        "!curl -Lo /content/sd/models/Lora/hipoly.safetensors  https://civitai.com/api/download/models/44566\n",
+        "!curl -Lo /content/sd/models/Lora/1990s\\(style\\).safetensors  https://civitai.com/api/download/models/54221\n",
+        "!curl -Lo /content/sd/models/Lora/kids_illustration.safetensors  https://civitai.com/api/download/models/67980\n",
+        "!curl -Lo /content/sd/models/Lora/\\(illumination\\).safetensors  https://civitai.com/api/download/models/42981\n",
+        "!curl -Lo /content/sd/models/Lora/kusanagi_motoko.safetensors https://civitai.com/api/download/models/7692\n",
+        "!curl -Lo /content/sd/models/Lora/WH40K_ork.safetensors  https://civitai.com/api/download/models/63475\n",
+        "!curl -Lo /content/sd/models/Lora/MSHN.safetensors  https://civitai.com/api/download/models/62552\n",
+        "!curl -Lo /content/sd/models/Lora/blame.safetensors  https://civitai.com/api/download/models/55412\n",
+        "!curl -Lo /content/sd/models/Lora/WH40K_Imperial_Guardsman.safetensors  https://civitai.com/api/download/models/56778\n",
+        "!curl -Lo /content/sd/models/Lora/WH40K_Commissar.safetensors  https://civitai.com/api/download/models/56414\n",
+        "!curl -Lo /content/sd/models/Lora/scared_expression.safetensors  https://civitai.com/api/download/models/49924\n",
+        "!curl -Lo /content/sd/models/Lora/graphic_novel.safetensors  https://civitai.com/api/download/models/39455\n",
+        "!curl -Lo /content/sd/models/Lora/>_<-@_@-=_=-X-X-._.-JITOME-:I.safetensors  https://civitai.com/api/download/models/30666\n",
+        "!curl -Lo /content/sd/models/Lora/emotion.safetensors  https://civitai.com/api/download/models/14177\n",
+        "!curl -Lo /content/sd/models/Lora/adepta_sororitas.safetensors  https://civitai.com/api/download/models/12730\n",
+        "!curl -Lo /content/sd/models/Lora/gmod.safetensors  https://civitai.com/api/download/models/5988\n",
+        "\n",
+        "#How to use: \n",
+        "# For example , write  <lora:epinoise:1> epinoise in the prompt to activate the Lora epinoise.safetensors"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Add some Wildcards after running the UI \n",
+        "#These are not my own but fetched from here: https://www.sdcompendium.com/doku.php?id=start\n",
+        "#(using the dynamic prompts extension baked into sd.zip)\n",
+        "%cd /content\n",
+        "!curl -Lo wildcards.zip https://huggingface.co/Nekos4Lyfe/sd-kit/resolve/main/wildcards.zip \n",
+        "!unzip /content/wildcards.zip #Create new temporary embeddings folder with content\n",
+        "\n",
+        "!mv wildcards/* /content/sd/extensions/sd-dynamic-prompts/wildcards #Add content to UI embedding folder\n",
+        "import shutil\n",
+        "shutil.rmtree(\"wildcards\") #Remove temporary folder\n",
+        "!rm wildcards.zip  #remove .zip file\n",
+        "\n",
+        "#How to use: \n",
+        "# refer to sd-dynamic-prompts guide available on github"
+      ],
+      "metadata": {
+        "id": "3hPt2WCNEy9f"
+      },
+      "execution_count": null,
+      "outputs": []
+    },
+    {
+      "cell_type": "code",
+      "source": [
+        "#Run the UI again with the LoRa and embeddings\n",
+        "#To access the LoRa and embeddings, click one of the buttons beneath the big \"Generate!\" button. \n",
+        "#It's the button beneath \"Generate!\" right in the middle with some orange on it.  \n",
+        "#Scroll up to find the UI links\n",
+        "%cd /content/sd\n",
+        "!COMMANDLINE_ARGS=\"--share --disable-safe-unpickle --no-half-vae --xformers --enable-insecure-extension --gradio-queue --remotemoe --disable-console-progressbars\" REQS_FILE=\"requirements.txt\" python launch.py\n",
+        "# If remotemoe failed to start, change '--remotemoe' to '--cloudflared' on the COMMANDLINE_ARGS line above to use cloudflare tunnel"
+      ],
+      "metadata": {
+        "id": "2jdGVvT19hk2"
+      },
+      "execution_count": null,
+      "outputs": []
+    }
+  ],
+  "metadata": {
+    "colab": {
+      "provenance": [],
+      "gpuType": "T4"
+    },
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    },
+    "accelerator": "GPU"
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}