PIA_colab.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github"
      },
      "source": [
        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/PIA-colab/blob/main/PIA_colab.ipynb)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VjYy0F2gZIPR"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "!git clone -b dev https://github.com/camenduru/PIA\n",
        "%cd /content/PIA\n",
        "!pip install -q diffusers einops omegaconf gradio accelerate\n",
        "!pip install -q https://download.pytorch.org/whl/cu121/xformers-0.0.22.post7-cp310-cp310-manylinux2014_x86_64.whl\n",
        "\n",
        "!apt -y install -qq aria2\n",
        "BaseModelUrl = \"https://huggingface.co/runwayml/stable-diffusion-v1-5\"\n",
        "BaseModelDir = \"/content/PIA/models/StableDiffusion\"\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/model_index.json -d {BaseModelDir} -o model_index.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/vae/diffusion_pytorch_model.bin -d {BaseModelDir}/vae -o diffusion_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/vae/diffusion_pytorch_model.safetensors -d {BaseModelDir}/vae -o diffusion_pytorch_model.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/vae/config.json -d {BaseModelDir}/vae -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/unet/diffusion_pytorch_model.bin -d {BaseModelDir}/unet -o diffusion_pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/unet/diffusion_pytorch_model.safetensors -d {BaseModelDir}/unet -o diffusion_pytorch_model.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/unet/config.json -d {BaseModelDir}/unet -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/vocab.json -d {BaseModelDir}/tokenizer -o vocab.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/tokenizer_config.json -d {BaseModelDir}/tokenizer -o tokenizer_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/special_tokens_map.json -d {BaseModelDir}/tokenizer -o special_tokens_map.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/tokenizer/merges.txt -d {BaseModelDir}/tokenizer -o merges.txt\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/text_encoder/pytorch_model.bin -d {BaseModelDir}/text_encoder -o pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/text_encoder/model.safetensors -d {BaseModelDir}/text_encoder -o model.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/text_encoder/config.json -d {BaseModelDir}/text_encoder -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/scheduler/scheduler_config.json -d {BaseModelDir}/scheduler -o scheduler_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/safety_checker/pytorch_model.bin -d {BaseModelDir}/safety_checker -o pytorch_model.bin\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/resolve/main/safety_checker/model.safetensors -d {BaseModelDir}/safety_checker -o model.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/safety_checker/config.json -d {BaseModelDir}/safety_checker -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {BaseModelUrl}/raw/main/feature_extractor/preprocessor_config.json -d {BaseModelDir}/feature_extractor -o preprocessor_config.json\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/pia/resolve/main/pia.ckpt -d /content/PIA/models/PIA -o pia.ckpt\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/pia/resolve/main/majicmixRealistic_v5.safetensors.safetensors -d /content/PIA/models/DreamBooth_LoRA -o majicmixRealistic_v5.safetensors.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/pia/resolve/main/rcnzCartoon3d_v10.safetensors -d /content/PIA/models/DreamBooth_LoRA -o rcnzCartoon3d_v10.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/pia/resolve/main/realisticVisionV51_v51VAE.safetensors -d /content/PIA/models/DreamBooth_LoRA -o realisticVisionV51_v51VAE.safetensors\n",
        "\n",
        "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/AnimateDiff/resolve/main/mm_sd_v14.ckpt -d /content/PIA/models/Motion_Module -o mm_sd_v14.ckpt\n",
        "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/AnimateDiff/resolve/main/mm_sd_v15.ckpt -d /content/PIA/models/Motion_Module -o mm_sd_v15.ckpt\n",
        "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/AnimateDiff/resolve/main/mm_sd_v15_v2.ckpt -d /content/PIA/models/Motion_Module -o mm_sd_v15_v2.ckpt\n",
        "# !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/camenduru/AnimateDiff/resolve/main/realisticVisionV20_v20.safetensors -d /content/PIA/models/DreamBooth_LoRA -o realisticVisionV20_v20.safetensors\n",
        "\n",
        "!python app.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
}