{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "VBDPqhYnyBL1" }, "source": [ "Check GPU" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "woQCdVO8x-Kt", "outputId": "0f763aa5-6804-49b6-906f-10d25b7232a6" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Tue Dec 13 10:42:12 2022 \n", "+-----------------------------------------------------------------------------+\n", "| NVIDIA-SMI 460.32.03 Driver Version: 460.32.03 CUDA Version: 11.2 |\n", "|-------------------------------+----------------------+----------------------+\n", "| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC |\n", "| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. |\n", "| | | MIG M. |\n", "|===============================+======================+======================|\n", "| 0 Tesla T4 Off | 00000000:00:04.0 Off | 0 |\n", "| N/A 41C P0 27W / 70W | 0MiB / 15109MiB | 0% Default |\n", "| | | N/A |\n", "+-------------------------------+----------------------+----------------------+\n", " \n", "+-----------------------------------------------------------------------------+\n", "| Processes: |\n", "| GPU GI CI PID Type Process name GPU Memory |\n", "| ID ID Usage |\n", "|=============================================================================|\n", "| No running processes found |\n", "+-----------------------------------------------------------------------------+\n" ] } ], "source": [ "!nvidia-smi" ] }, { "cell_type": "markdown", "metadata": { "id": "OHCtG9MT0jLq" }, "source": [ "Clone webui repository and download the model." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ZzRNMT42Gw_p", "outputId": "02c590cf-fe64-4064-a665-e4f6d593d472" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "/content\n", "Cloning into 'stable-diffusion-webui'...\n", "remote: Enumerating objects: 12197, done.\u001b[K\n", "remote: Total 12197 (delta 0), reused 0 (delta 0), pack-reused 12197\u001b[K\n", "Receiving objects: 100% (12197/12197), 24.19 MiB | 34.45 MiB/s, done.\n", "Resolving deltas: 100% (8527/8527), done.\n", "/content/stable-diffusion-webui\n", "Already up to date.\n", "/content/stable-diffusion-webui/models/Stable-diffusion\n", "The following package was automatically installed and is no longer required:\n", " libnvidia-common-460\n", "Use 'apt autoremove' to remove it.\n", "The following additional packages will be installed:\n", " libc-ares2\n", "The following NEW packages will be installed:\n", " aria2 libc-ares2\n", "0 upgraded, 2 newly installed, 0 to remove and 20 not upgraded.\n", "Need to get 1,274 kB of archives.\n", "After this operation, 4,912 kB of additional disk space will be used.\n", "Selecting previously unselected package libc-ares2:amd64.\n", "(Reading database ... 124013 files and directories currently installed.)\n", "Preparing to unpack .../libc-ares2_1.14.0-1ubuntu0.1_amd64.deb ...\n", "Unpacking libc-ares2:amd64 (1.14.0-1ubuntu0.1) ...\n", "Selecting previously unselected package aria2.\n", "Preparing to unpack .../aria2_1.33.1-1_amd64.deb ...\n", "Unpacking aria2 (1.33.1-1) ...\n", "Setting up libc-ares2:amd64 (1.14.0-1ubuntu0.1) ...\n", "Setting up aria2 (1.33.1-1) ...\n", "Processing triggers for man-db (2.8.3-2ubuntu0.1) ...\n", "Processing triggers for libc-bin (2.27-3ubuntu1.6) ...\n", "\n", "12/13 10:42:41 [\u001b[1;32mNOTICE\u001b[0m] Downloading 1 item(s)\n", "\n", "12/13 10:42:41 [\u001b[1;32mNOTICE\u001b[0m] CUID#7 - 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Redirecting to https://cdn-lfs.huggingface.co/repos/40/41/40418d044776cc2780b724441c96c6a448662e1426ea6350a8cb9119d5bbc358/57ca9c40280a8fd1fd58e844c41fdbac1b08099df5777e4062bb6fb46c1b6374?response-content-disposition=attachment%3B%20filename%3D%22ACertainModel-half.ckpt%22&Expires=1671182169&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9jZG4tbGZzLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzQwLzQxLzQwNDE4ZDA0NDc3NmNjMjc4MGI3MjQ0NDFjOTZjNmE0NDg2NjJlMTQyNmVhNjM1MGE4Y2I5MTE5ZDViYmMzNTgvNTdjYTljNDAyODBhOGZkMWZkNThlODQ0YzQxZmRiYWMxYjA4MDk5ZGY1Nzc3ZTQwNjJiYjZmYjQ2YzFiNjM3ND9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPWF0dGFjaG1lbnQlM0IlMjBmaWxlbmFtZSUzRCUyMkFDZXJ0YWluTW9kZWwtaGFsZi5ja3B0JTIyIiwiQ29uZGl0aW9uIjp7IkRhdGVMZXNzVGhhbiI6eyJBV1M6RXBvY2hUaW1lIjoxNjcxMTgyMTY5fX19XX0_&Signature=MDq4trmuoU4p88QdqA9VS9E6st8d8etutZjgc4Ig3jNXLfl-yecOCyeRy0f75krBmZ0Mz5Q4KuQz3iSXwMt85MmdtUrK3sYRljz3Qq9GEpyExFYkd-IPfF1l8LYUsQ5yoIBgMNWYUJPMHGV3pmGtkpSrHk6N~z-wgfsPqvw3E~jd~vF-hb1ZnxGNie41~mOh~wqnvnn-FKcHuucBpcebXd0WQDGZ6U2Ze8Mpl8u6CFYJg1a-3m23xmfQD1JB2eKvAbGZyEMe1BqqBo9gmYb6ig-40rrYSwOYmNHMCGAMK3exZz75BEcST76kl0BHXtkmyxhHzEK3T3c03z-lh59G-g__&Key-Pair-Id=KVTP0A1DKRTAX\n", "\u001b[0m\n", "12/13 10:42:51 [\u001b[1;32mNOTICE\u001b[0m] Download complete: /content/stable-diffusion-webui/models/Stable-diffusion/ACertainModel-half.ckpt\n", "\n", "Download Results:\n", "gid |stat|avg speed |path/URI\n", "======+====+===========+=======================================================\n", "142cc0|\u001b[1;32mOK\u001b[0m | 220MiB/s|/content/stable-diffusion-webui/models/Stable-diffusion/ACertainModel-half.ckpt\n", "\n", "Status Legend:\n", "(OK):download completed.\n", "/content\n", "\n", "12/13 10:42:51 [\u001b[1;32mNOTICE\u001b[0m] Downloading 1 item(s)\n", "\n", "12/13 10:42:51 [\u001b[1;32mNOTICE\u001b[0m] CUID#7 - 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Redirecting to https://cdn-lfs.huggingface.co/repos/40/41/40418d044776cc2780b724441c96c6a448662e1426ea6350a8cb9119d5bbc358/f921fb3f29891d2a77a6571e56b8b5052420d2884129517a333c60b1b4816cdf?response-content-disposition=attachment%3B%20filename%3D%22animevae.pt%22&Expires=1671176913&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9jZG4tbGZzLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzQwLzQxLzQwNDE4ZDA0NDc3NmNjMjc4MGI3MjQ0NDFjOTZjNmE0NDg2NjJlMTQyNmVhNjM1MGE4Y2I5MTE5ZDViYmMzNTgvZjkyMWZiM2YyOTg5MWQyYTc3YTY1NzFlNTZiOGI1MDUyNDIwZDI4ODQxMjk1MTdhMzMzYzYwYjFiNDgxNmNkZj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPWF0dGFjaG1lbnQlM0IlMjBmaWxlbmFtZSUzRCUyMmFuaW1ldmFlLnB0JTIyIiwiQ29uZGl0aW9uIjp7IkRhdGVMZXNzVGhhbiI6eyJBV1M6RXBvY2hUaW1lIjoxNjcxMTc2OTEzfX19XX0_&Signature=wOu9GOBrqXHvg~Vi5G4iG4MNQkspMwis-jVXRdvoJJtG3ryh~WbYfFAIjG5GOP~hzQGqATzURWHApdsYFRDbFXNw1BRmuPymy-RXHjB5AD~81wgBDGE1Pp9gyWpF2UD8BGVlEzCi4hEDk6NHB6LcmsEHu8dYaEuIXgQNNj6lU6hhUhHgdh2S~JJ9BOTwkOQ-vsxODayqSUiAUa8~UAcg6Njmjf8C2TOkLrusv98y9yU0zfOTuMIZ-SXHuT6HgBN~OWnRzOj95MI1SAWEQ0g7XF33YvhS5~4rBmIub4W9V~O-O3bFTYTgmPfRrPNLhTUfe8jcwzDUgb9XqCSN6GVK-A__&Key-Pair-Id=KVTP0A1DKRTAX\n", "\n", "12/13 10:42:52 [\u001b[1;32mNOTICE\u001b[0m] CUID#20 - Redirecting to https://cdn-lfs.huggingface.co/repos/40/41/40418d044776cc2780b724441c96c6a448662e1426ea6350a8cb9119d5bbc358/f921fb3f29891d2a77a6571e56b8b5052420d2884129517a333c60b1b4816cdf?response-content-disposition=attachment%3B%20filename%3D%22animevae.pt%22&Expires=1671180531&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9jZG4tbGZzLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzQwLzQxLzQwNDE4ZDA0NDc3NmNjMjc4MGI3MjQ0NDFjOTZjNmE0NDg2NjJlMTQyNmVhNjM1MGE4Y2I5MTE5ZDViYmMzNTgvZjkyMWZiM2YyOTg5MWQyYTc3YTY1NzFlNTZiOGI1MDUyNDIwZDI4ODQxMjk1MTdhMzMzYzYwYjFiNDgxNmNkZj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPWF0dGFjaG1lbnQlM0IlMjBmaWxlbmFtZSUzRCUyMmFuaW1ldmFlLnB0JTIyIiwiQ29uZGl0aW9uIjp7IkRhdGVMZXNzVGhhbiI6eyJBV1M6RXBvY2hUaW1lIjoxNjcxMTgwNTMxfX19XX0_&Signature=erW1HAKjUwMaAaBIjCguOLbdGDNLqzR6-~gqBHOedfXPg0XBv97TjmyjUaYv-66a-VAuuRb6UHHwKXZ-Nn4Hr1rCHwPLABIw593~pyfQZV5LdwAErWdIXTuSeJ11L8bNI4bxuz84oLtsj0T1GARhztgBwgPTUdXDCt4qOtc5ArAwYO5-8kg6YhbNAka6tHoQFKyBv5OXA8YDPWnsUVmMs4sTEtAbLST-28P51n6gIayOz07TY5KCxVVYcYbDDA7YSYMD9NUrW7ni3lKOXDth-lVyhYSbcAqj1arCk9IutLb0-7WV915vLnck-zDCCyqg~wCdahNbMPh-yWLrwofYfg__&Key-Pair-Id=KVTP0A1DKRTAX\n", "\n", "12/13 10:42:52 [\u001b[1;32mNOTICE\u001b[0m] CUID#21 - Redirecting to https://cdn-lfs.huggingface.co/repos/40/41/40418d044776cc2780b724441c96c6a448662e1426ea6350a8cb9119d5bbc358/f921fb3f29891d2a77a6571e56b8b5052420d2884129517a333c60b1b4816cdf?response-content-disposition=attachment%3B%20filename%3D%22animevae.pt%22&Expires=1671180654&Policy=eyJTdGF0ZW1lbnQiOlt7IlJlc291cmNlIjoiaHR0cHM6Ly9jZG4tbGZzLmh1Z2dpbmdmYWNlLmNvL3JlcG9zLzQwLzQxLzQwNDE4ZDA0NDc3NmNjMjc4MGI3MjQ0NDFjOTZjNmE0NDg2NjJlMTQyNmVhNjM1MGE4Y2I5MTE5ZDViYmMzNTgvZjkyMWZiM2YyOTg5MWQyYTc3YTY1NzFlNTZiOGI1MDUyNDIwZDI4ODQxMjk1MTdhMzMzYzYwYjFiNDgxNmNkZj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPWF0dGFjaG1lbnQlM0IlMjBmaWxlbmFtZSUzRCUyMmFuaW1ldmFlLnB0JTIyIiwiQ29uZGl0aW9uIjp7IkRhdGVMZXNzVGhhbiI6eyJBV1M6RXBvY2hUaW1lIjoxNjcxMTgwNjU0fX19XX0_&Signature=nAQsnysmvXA4VaKLsYamVvQ4U-mSSeS4abiQDSZVaXEt14k-PqRXGkLWf-MUK42xOq5i77m0DTHwu2TssowBgLHLL~R7gr2L4mHyKe8k7goYBVovLwcRsDkZT2gVCtwbmE9ygG206XRawEg6DcBux8jx4kc6T76LvhhrJ72LSWC~jW4JWzqDg02d27xq54~5FzYpPAI7mgFpa6RQqpLmaMmw9IElDesHHvrZXvzVDs9~h3EEe3Pk7iK1Ex3v-0gizyeUlGbG2rBGuizi~2f0gJ4B1BUP2lsSPEKmKfYFO-eEdBEhcf9OvkxzdtWTt1wQrxqaImn-YMFEArJnG1NIvg__&Key-Pair-Id=KVTP0A1DKRTAX\n", "\u001b[0m\n", "12/13 10:42:55 [\u001b[1;32mNOTICE\u001b[0m] Download complete: /content/animevae.pt\n", "\n", "Download Results:\n", "gid |stat|avg speed |path/URI\n", "======+====+===========+=======================================================\n", "3aceaa|\u001b[1;32mOK\u001b[0m | 243MiB/s|/content/animevae.pt\n", "\n", "Status Legend:\n", "(OK):download completed.\n" ] } ], "source": [ "%cd /content\n", "!git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui\n", "%cd stable-diffusion-webui\n", "!git pull\n", "!mkdir -p /content/stable-diffusion-webui/models/Stable-diffusion\n", "%cd /content/stable-diffusion-webui/models/Stable-diffusion/\n", "!apt install -y -qq aria2\n", "!aria2c --summary-interval=10 -x 16 -s 16 --allow-overwrite=true -Z https://huggingface.co/JosephusCheung/ACertainModel/resolve/main/ACertainModel-half.ckpt\n", "%cd /content\n", "!aria2c --summary-interval=10 -x 16 -s 16 --allow-overwrite=true -Z https://huggingface.co/JosephusCheung/ACertainModel/resolve/main/animevae.pt" ] }, { "cell_type": "markdown", "metadata": { "id": "xt8lbdmC04ox" }, "source": [ "Launch web ui. You will get a link to nnn.gradio.app, follow it.\n", "\n", "Commandline arguments are:\n", " - `--share` - create online gradio.app link\n", " - `--gradio-debug` - print outputs to console\n", " - `--gradio-auth me:qwerty` - add authentication to gradio: username me, password qwerty" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "colab": { "background_save": true, "base_uri": "https://localhost:8080/" }, "id": "R-xAdMA5wxXd", "outputId": "a0816834-0be8-457c-8381-06c64c3b4de6" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "/content/stable-diffusion-webui\n", "\u001b[K |████████████████████████████████| 2.1 MB 4.9 MB/s \n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m191.5/191.5 kB\u001b[0m \u001b[31m1.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m172.5/172.5 kB\u001b[0m \u001b[31m21.9 MB/s\u001b[0m eta 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It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n", "\u001b[0mLooking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", "Collecting xformers==0.0.15.dev0+189828c.d20221207\n", " Downloading https://github.com/camenduru/stable-diffusion-webui-colab/releases/download/0.0.15/xformers-0.0.15.dev0+189828c.d20221207-cp38-cp38-linux_x86_64.whl (102.9 MB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m102.9/102.9 MB\u001b[0m \u001b[31m10.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hRequirement already satisfied: torch>=1.12 in /usr/local/lib/python3.8/dist-packages (from xformers==0.0.15.dev0+189828c.d20221207) (1.13.0+cu116)\n", "Requirement already satisfied: numpy in /usr/local/lib/python3.8/dist-packages (from xformers==0.0.15.dev0+189828c.d20221207) (1.21.6)\n", "Collecting pyre-extensions==0.0.23\n", " Downloading pyre_extensions-0.0.23-py3-none-any.whl (11 kB)\n", "Collecting typing-inspect\n", " Downloading typing_inspect-0.8.0-py3-none-any.whl (8.7 kB)\n", "Requirement already satisfied: typing-extensions in /usr/local/lib/python3.8/dist-packages (from pyre-extensions==0.0.23->xformers==0.0.15.dev0+189828c.d20221207) (4.4.0)\n", "Collecting mypy-extensions>=0.3.0\n", " Downloading mypy_extensions-0.4.3-py2.py3-none-any.whl (4.5 kB)\n", "Installing collected packages: mypy-extensions, typing-inspect, pyre-extensions, xformers\n", "Successfully installed mypy-extensions-0.4.3 pyre-extensions-0.0.23 typing-inspect-0.8.0 xformers-0.0.15.dev0+189828c.d20221207\n", "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n", "\u001b[0mPython 3.8.16 (default, Dec 7 2022, 01:12:13) \n", "[GCC 7.5.0]\n", "Commit hash: 685f9631b56ff8bd43bce24ff5ce0f9a0e9af490\n", "Installing clip\n", "Installing open_clip\n", "Cloning Stable Diffusion into repositories/stable-diffusion-stability-ai...\n", "Cloning Taming Transformers into repositories/taming-transformers...\n", "Cloning K-diffusion into repositories/k-diffusion...\n", "Cloning CodeFormer into repositories/CodeFormer...\n", "Cloning BLIP into repositories/BLIP...\n", "Installing requirements for CodeFormer\n", "Installing requirements for Web UI\n", "Launching Web UI with arguments: --xformers --share --gradio-debug --vae-path /content/animevae.pt\n", "LatentDiffusion: Running in eps-prediction mode\n", "DiffusionWrapper has 859.52 M params.\n", "Downloading: 100% 939k/939k [00:00<00:00, 8.29MB/s]\n", "Downloading: 100% 512k/512k [00:00<00:00, 6.66MB/s]\n", "Downloading: 100% 389/389 [00:00<00:00, 470kB/s]\n", "Downloading: 100% 905/905 [00:00<00:00, 1.30MB/s]\n", "Downloading: 100% 4.41k/4.41k [00:00<00:00, 5.81MB/s]\n", "Downloading: 100% 1.59G/1.59G [00:21<00:00, 80.5MB/s]\n", "Loading weights [abaf1da6] from /content/stable-diffusion-webui/models/Stable-diffusion/ACertainModel-half.ckpt\n", "Loading VAE weights from: /content/animevae.pt\n", "Applying xformers cross attention optimization.\n", "Model loaded.\n", "Loaded a total of 0 textual inversion embeddings.\n", "Embeddings: \n", "Running on local URL: http://127.0.0.1:7860\n", "Running on public URL: https://fced497be66d12da.gradio.app\n", "\n", "This share link expires in 72 hours. For free permanent hosting and GPU upgrades (NEW!), check out Spaces: https://huggingface.co/spaces\n" ] } ], "source": [ "%cd /content/stable-diffusion-webui\n", "\n", "# hacks to load model in colab\n", "!sed -i 's/map_location=\"cpu\"/map_location=\"cuda\"/g' /content/stable-diffusion-webui/modules/sd_models.py\n", "\n", "!pip install -U -qq pip\n", "!pip install -qq -r requirements.txt\n", "!pip install -qq -U --pre triton\n", "!pip install -qq pytorch_lightning==1.7.7\n", "!pip install https://github.com/camenduru/stable-diffusion-webui-colab/releases/download/0.0.15/xformers-0.0.15.dev0+189828c.d20221207-cp38-cp38-linux_x86_64.whl\n", "!echo \"\" > /tmp/requirements_empty.txt\n", "!COMMANDLINE_ARGS=\"--xformers --share --gradio-debug --vae-path /content/animevae.pt\" REQS_FILE=\"/tmp/requirements_empty.txt\" python launch.py" ] }, { "cell_type": "markdown", "metadata": { "id": "T3957x2AY7iP" }, "source": [ "commands for ***after*** you have gotten done with a session\n", "============================================================================" ] }, { "cell_type": "markdown", "metadata": { "id": "aCtJffM2ZE06" }, "source": [ "Zip images for downloading on local drive (click the folder icon on the left, the one below {x})" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "TmRqNyiAZCHu" }, "outputs": [], "source": [ "!zip -r /content/stable-diffusion-webui /content/stable-diffusion-webui/outputs " ] }, { "cell_type": "markdown", "metadata": { "id": "tcslU-S2ZNr9" }, "source": [ "Save images to Google Drive **Warning: this will cause google to scan your drive, so if you intend to use this and worry about that kind of stuff, probablly just set this up on a clean account that's just for this colab**" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "-N0lnu-TZOTW" }, "outputs": [], "source": [ "from google.colab import drive # type: ignore\n", "\n", "try:\n", " drive_path = \"/content/drive\"\n", " drive.mount(drive_path,force_remount=False)\n", "except:\n", " print(\"...error mounting drive or with drive path variables\")\n", "\n", "!cp -r \"/content/stable-diffusion-webui/outputs\" \"/content/drive/MyDrive\"" ] } ], "metadata": { "accelerator": "GPU", "colab": { "provenance": [] }, "gpuClass": "premium", "kernelspec": { "display_name": "Python 3", "name": "python3" }, "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 0 }