Update setup_webui_yui.ipynb

setup_webui_yui.ipynb

@@ -25,6 +25,69 @@
     "!pip install --upgrade gdown"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2fe03bfa",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# install xformers\n",
+    "# https://rentry.co/paperspace_de_xformers\n",
+    "from pathlib import Path\n",
+    "%cd /notebooks/\n",
+    "! mkdir lora\n",
+    "\n",
+    "%cd lora\n",
+    "! git clone https://github.com/kohya-ss/sd-scripts.git\n",
+    "! git clone https://github.com/derrian-distro/LoRA_Easy_Training_Scripts.git\n",
+    "\n",
+    "%cd /notebooks/lora/sd-scripts\n",
+    "! cp ~/LoRA_Easy_Training_Scripts/lora_train_command_line.py ./\n",
+    "! apt install python3.10 python3.10-dev -y\n",
+    "! pip3.10 install setuptools\n",
+    "! apt autoremove python3-yaml python3-lxml --purge -y\n",
+    "! curl https://bootstrap.pypa.io/get-pip.py | python3.10\n",
+    "! pip3.10 install lxml\n",
+    "! pip3.10 install -U torch==1.12.1+cu116 torchvision==0.13.1+cu116 --extra-index-url https://download.pytorch.org/whl/cu116\n",
+    "! pip3.10 install `grep 'fairscale==' requirements.txt` --no-build-isolation\n",
+    "! pip3.10 install gradio==3.16.2 altair==4.2.2 easygui requests timm==0.4.12 \"tensorflow<2.11\" huggingface-hub\n",
+    "! pip3.10 install -r requirements.txt\n",
+    "! pip3.10 install -U --pre triton\n",
+    "! pip3.10 uninstall accelerate -y;pip3.10 install accelerate\n",
+    "! pip3.10 install -U https://github.com/ninele7/xfromers_builds/releases/download/3393900949/xformers-0.0.14.dev0-cp310-cp310-linux_x86_64.whl\n",
+    "! sed -i 's/^accelerate.*//g' /notebooks/stable-diffusion-webui/requirements_versions.txt\n",
+    "d = Path(\"/root/.cache/huggingface/accelerate\")\n",
+    "if not d.exists():\n",
+    "    d.mkdir(parents=True)\n",
+    "p = d / Path(\"default_config.yaml\")\n",
+    "p.write_text(\"\"\"command_file: null\n",
+    "commands: null\n",
+    "compute_environment: LOCAL_MACHINE\n",
+    "deepspeed_config: {}\n",
+    "distributed_type: 'NO'\n",
+    "downcast_bf16: 'no'\n",
+    "dynamo_backend: 'NO'\n",
+    "fsdp_config: {}\n",
+    "gpu_ids: all\n",
+    "machine_rank: 0\n",
+    "main_process_ip: null\n",
+    "main_process_port: null\n",
+    "main_training_function: main\n",
+    "megatron_lm_config: {}\n",
+    "mixed_precision: fp16\n",
+    "num_machines: 1\n",
+    "num_processes: 1\n",
+    "rdzv_backend: static\n",
+    "same_network: true\n",
+    "tpu_name: null\n",
+    "tpu_zone: null\n",
+    "use_cpu: false\"\"\")\n",
+    "\n",
+    "! echo FINISHED!\n",
+    "! date"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -131,6 +194,7 @@
     "!python launch.py\\\n",
     "--gradio-auth <gradio_username>:<gradio_password>\\\n",
     "--share\\\n",
+    "--xformers\\\n",
     "--no-half-vae\\\n",
     "--skip-version-check\\\n",
     "--enable-insecure-extension-access"