potat1_base_text_encoder_text_to_video_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/text-to-video-synthesis-colab/blob/main/potat1_base_text_encoder_text_to_video_colab.ipynb)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "n2ibl97e2yM4"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "!pip install -q torch==1.13.1+cu116 torchvision==0.14.1+cu116 torchaudio==0.13.1 torchtext==0.14.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu116 -U\n",
        "!pip install diffusers==0.19.0 transformers accelerate imageio[ffmpeg] -U einops omegaconf decord xformers==0.0.16 safetensors\n",
        "!git clone -b dev https://github.com/camenduru/Text-To-Video-Finetuning\n",
        "!git clone https://huggingface.co/vdo/potat1-50000-base-text-encoder"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "cqo7g4p2_V78"
      },
      "outputs": [],
      "source": [
        "%cd /content/Text-To-Video-Finetuning\n",
        "# while True:\n",
        "prompt = \"waterfall\" #@param {type:\"string\"}\n",
        "negative = \"text, watermark, copyright, blurry, low resolution, blur, low quality\" #@param {type:\"string\"}\n",
        "prompt = f\"\\\"{prompt}\\\"\"\n",
        "negative = f\"\\\"{negative}\\\"\"\n",
        "num_steps = 25 #@param {type:\"raw\"}\n",
        "guidance_scale = 23 #@param {type:\"raw\"}\n",
        "fps = 24 #@param {type:\"raw\"}\n",
        "num_frames = 10 #@param {type:\"raw\"}\n",
        "!python inference.py -m \"/content/potat1-50000-base-text-encoder\" -p {prompt} -n {negative} -W 1024 -H 576 -o /content/outputs -d cuda -x -s {num_steps} -g {guidance_scale} -f {fps} -T {num_frames}"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": []
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
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  "nbformat": 4,
  "nbformat_minor": 0
}