Update StableDiffusionUI_Voldemort_paperspace.ipynb
Check for .git folder, xformers no-deps, uninstall torch before launch.py, fix model downloader debug error
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@ -144,7 +144,9 @@
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"tags": []
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},
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"source": [
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"## Clone the WebUI repository"
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"## Clone the WebUI repository\n",
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"\n",
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"If you get an error that says something like \"fatal: destination path already exists and is not an empty directory\", the `.git` folder is missing. Please delete `repo_storage_dir/stable-diffusion-webui` and reinstall."
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]
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},
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{
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@ -174,7 +176,7 @@
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"repo_storage_dir = Path(repo_storage_dir)\n",
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"stable_diffusion_webui_path = repo_storage_dir / 'stable-diffusion-webui'\n",
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"\n",
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"if not stable_diffusion_webui_path.exists():\n",
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"if not (stable_diffusion_webui_path / '.git').exists():\n",
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" !mkdir -p \"{stable_diffusion_webui_path}\"\n",
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" !git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui \"{stable_diffusion_webui_path}\"\n",
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"else:\n",
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@ -249,6 +251,9 @@
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"\n",
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"import os\n",
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"\n",
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"# Uninstall PyTorch so the WebUI can install the version it wants\n",
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"!pip uninstall -y torch torchvision torchaudio\n",
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"\n",
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"# Import launch.py which will automatically run the install script but not launch the WebUI.\n",
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"import launch\n",
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"launch.prepare_environment()\n",
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@ -261,12 +266,7 @@
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" # https://github.com/KichangKim/DeepDanbooru/releases\n",
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" !pip install \"git+https://github.com/KichangKim/DeepDanbooru.git@v3-20211112-sgd-e28#egg=deepdanbooru[tensorflow]\" # $(curl --silent \"https://api.github.com/KichangKim/DeepDanbooru/releases/latest\" | grep '\"tag_name\":' | sed -E 's/.*\"([^\"]+)\".*/\\1/')#egg=deepdanbooru[tensorflow]\" # tensorflow==2.10.0 tensorflow-io==0.27.0 flatbuffers==1.12\n",
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"\n",
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"# latent-diffusion is a requirement but launch.py isn't downloading it so we'll do it manually.\n",
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"# TODO: can this be removed?\n",
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"# if not os.path.exists(f'{repo_storage_dir}/stable-diffusion-webui/repositories/latent-diffusion'):\n",
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"# !git clone https://github.com/crowsonkb/k-diffusion.git \"{repo_storage_dir}/stable-diffusion-webui/repositories/k-diffusion\"\n",
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"# !git clone https://github.com/Hafiidz/latent-diffusion.git \"{repo_storage_dir}/stable-diffusion-webui/repositories/latent-diffusion\"\n",
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"\n",
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"# We need to install xformers first so that the WebUI installer can install the correct version of PyTorch afterwards\n",
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"if activate_xformers:\n",
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" print('Installing xformers...')\n",
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" import subprocess\n",
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@ -310,7 +310,9 @@
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" print('GPU not matched to xformers binary so a one-size-fits-all binary was installed. If you have any issues, please build xformers using the Tools block below.')\n",
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" xformers_whl = download_release('https://raw.githubusercontent.com/Cyberes/xformers-compiled/main/various/xformers-0.0.14.dev0-cp37-cp37m-linux_x86_64.whl')\n",
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" if xformers_whl:\n",
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" !pip install --force-reinstall \"{xformers_whl}\"\n",
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" # We're going to install xformers without installing any of its dependencies since they should already be installed.\n",
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" # If you have any issues then replacing --no-dependencies with --force-reinstall\n",
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" !pip install --no-dependencies \"{xformers_whl}\"\n",
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" if delete_whl:\n",
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" !rm -rf \"{xformers_whl}\"\n",
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"\n",
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@ -1142,7 +1144,7 @@
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"queue = '--gradio-queue' if gradio_queue else ''\n",
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"\n",
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"# Launch args go below:\n",
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"!python webui.py {x_arg} {dd_arg} {mvram_arg} {pickled} {port} {auth} {theme} {queue} # --gradio-debug"
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"!python webui.py {x_arg} {dd_arg} {mvram_arg} {pickled} {port} {auth} {theme} {queue}"
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]
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},
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{
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@ -1260,6 +1262,7 @@
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{
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"cell_type": "markdown",
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"metadata": {
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"jp-MarkdownHeadingCollapsed": true,
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"tags": []
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},
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"source": [
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@ -1376,7 +1379,7 @@
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" # clean exit here\n",
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"elif web_match:\n",
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" # Always do the web match last\n",
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" with requests.get(web_match, allow_redirects=True, stream=True, headers={'User-Agent': user_agent}) as r:\n",
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" with requests.get(web_match[0], allow_redirects=True, stream=True, headers={'User-Agent': user_agent}) as r:\n",
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" # Uing GET since some servers respond differently to HEAD.\n",
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" # Using `with` so we can close the connection and not download the entire file.\n",
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" response = r\n",
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@ -1578,7 +1581,7 @@
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"LATEST_TAG=$(git describe --tags `git rev-list --tags --max-count=1`)\n",
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"echo \"Building version: $LATEST_TAG\"\n",
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"\n",
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"XFORMERS_DISABLE_FLASH_ATTN=1 NVCC_FLAGS=\"--use_fast_math -DXFORMERS_MEM_EFF_ATTENTION_DISABLE_BACKWARD\" MAX_JOBS=$(nproc) pip wheel --wheel-dir=\"$TMP\" \"git+https://github.com/facebookresearch/xformers.git@$LATEST_TAG#egg=xformers\"\n",
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"XFORMERS_DISABLE_FLASH_ATTN=1 NVCC_FLAGS=\"--use_fast_math -DXFORMERS_MEM_EFF_ATTENTION_DISABLE_BACKWARD\" MAX_JOBS=$(nproc) pip wheel --no-dependencies --wheel-dir=\"$TMP\" \"git+https://github.com/facebookresearch/xformers.git@$LATEST_TAG#egg=xformers\"\n",
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"if [[ $? -eq 0 ]]; then\n",
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" echo -e \"Finished!\\nMoving .whl to /notebooks/\"\n",
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" cp \"$TMP\"/xformers-* /notebooks/\n",
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@ -1734,7 +1737,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.16"
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"version": "3.9.13"
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}
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},
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"nbformat": 4,
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