StableDiffusion_WebUI.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pkVBV5Vc1DaN",
        "outputId": "c6fb12db-faba-40f1-a563-3b94774198ad"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Cloning into 'stable-diffusion-webui'...\n",
            "remote: Enumerating objects: 34549, done.\u001b[K\n",
            "remote: Counting objects: 100% (6/6), done.\u001b[K\n",
            "remote: Compressing objects: 100% (6/6), done.\u001b[K\n",
            "remote: Total 34549 (delta 0), reused 4 (delta 0), pack-reused 34543 (from 1)\u001b[K\n",
            "Receiving objects: 100% (34549/34549), 35.27 MiB | 22.27 MiB/s, done.\n",
            "Resolving deltas: 100% (24154/24154), done.\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 13,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "aavbjdDbF3Vx",
        "outputId": "ae0f683c-b301-4a1e-845f-dd9725cae0b3"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Collecting xformers\n",
            "  Downloading xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl.metadata (1.0 kB)\n",
            "Requirement already satisfied: numpy in /usr/local/lib/python3.10/dist-packages (from xformers) (1.26.2)\n",
            "Requirement already satisfied: torch==2.4.1 in /usr/local/lib/python3.10/dist-packages (from xformers) (2.4.1+cu121)\n",
            "Requirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (3.16.1)\n",
            "Requirement already satisfied: typing-extensions>=4.8.0 in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (4.12.2)\n",
            "Requirement already satisfied: sympy in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (1.13.3)\n",
            "Requirement already satisfied: networkx in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (3.3)\n",
            "Requirement already satisfied: jinja2 in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (3.1.4)\n",
            "Requirement already satisfied: fsspec in /usr/local/lib/python3.10/dist-packages (from torch==2.4.1->xformers) (2024.6.1)\n",
            "Requirement already satisfied: MarkupSafe>=2.0 in /usr/local/lib/python3.10/dist-packages (from jinja2->torch==2.4.1->xformers) (2.1.5)\n",
            "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.10/dist-packages (from sympy->torch==2.4.1->xformers) (1.3.0)\n",
            "Downloading xformers-0.0.28.post1-cp310-cp310-manylinux_2_28_x86_64.whl (16.7 MB)\n",
            "\u001b[2K   \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m16.7/16.7 MB\u001b[0m \u001b[31m73.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25hInstalling collected packages: xformers\n",
            "Successfully installed xformers-0.0.28.post1\n"
          ]
        }
      ],
      "source": [
        "!pip install xformers"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 17,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "l0T6mQiE8bsS",
        "outputId": "9930f8b9-519c-449c-b8f1-9b823911e656"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Python 3.10.12 (main, Sep 11 2024, 15:47:36) [GCC 11.4.0]\n",
            "Version: v1.10.1\n",
            "Commit hash: 82a973c04367123ae98bd9abdf80d9eda9b910e2\n",
            "Launching Web UI with arguments: --share\n",
            "2024-09-30 18:09:25.382773: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
            "2024-09-30 18:09:25.411939: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
            "2024-09-30 18:09:25.418970: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
            "2024-09-30 18:09:26.811479: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
            "No module 'xformers'. Proceeding without it.\n",
            "Loading weights [6ce0161689] from /content/stable-diffusion-webui/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors\n",
            "Running on local URL:  http://127.0.0.1:7860\n",
            "Creating model from config: /content/stable-diffusion-webui/configs/v1-inference.yaml\n",
            "/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py:1150: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n",
            "  warnings.warn(\n",
            "Running on public URL: https://27f91567066b78980b.gradio.live\n",
            "\n",
            "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n",
            "Startup time: 14.6s (prepare environment: 1.9s, import torch: 5.2s, import gradio: 1.2s, setup paths: 3.1s, initialize shared: 0.2s, other imports: 0.7s, load scripts: 0.5s, create ui: 0.5s, gradio launch: 1.1s).\n",
            "Applying attention optimization: Doggettx... done.\n",
            "Model loaded in 6.8s (load weights from disk: 0.7s, create model: 0.4s, apply weights to model: 4.4s, apply half(): 0.2s, load textual inversion embeddings: 0.8s, calculate empty prompt: 0.2s).\n",
            "Interrupted with signal 2 in <frame at 0x5a0f3446ba50, file '/usr/lib/python3.10/threading.py', line 324, code wait>\n"
          ]
        }
      ],
      "source": [
        "!cd stable-diffusion-webui && python launch.py --share"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "T4",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}