prithivMLmods commited on
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add notebook [.ipynb]

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  1. ipynb/Quick_Demo.ipynb +228 -0
ipynb/Quick_Demo.ipynb ADDED
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+ {
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+ "nbformat": 4,
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+ "nbformat_minor": 0,
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+ "metadata": {
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+ "colab": {
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+ "provenance": []
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+ },
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+ "kernelspec": {
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+ "name": "python3",
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+ "display_name": "Python 3"
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+ },
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+ "language_info": {
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+ "name": "python"
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+ }
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+ },
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+ "cells": [
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+ {
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+ "cell_type": "markdown",
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+ "source": [
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+ "# **Z Image Turbo LoRA DLC**\n",
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+ "\n",
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+ " A Gradio-based demonstration for the Tongyi-MAI/Z-Image-Turbo diffusion pipeline, enhanced with a curated collection of LoRAs (Low-Rank Adaptations) for style transfer and creative image generation. Users can select from pre-listed LoRAs or add custom ones from Hugging Face repositories."
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+ ],
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+ "metadata": {
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+ "id": "czws69YbvubV"
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+ }
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 1,
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+ "metadata": {
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+ "colab": {
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+ "base_uri": "https://localhost:8080/"
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+ },
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+ "id": "uVR7eUWZvoM3",
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+ "outputId": "fc96ce41-3bce-4a58-fb96-58aaf53ec71a"
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+ },
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+ "outputs": [
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+ {
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+ "output_type": "stream",
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+ "name": "stdout",
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+ "text": [
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+ "Cloning into 'Z-Image-Turbo-LoRA-DLC'...\n",
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+ "remote: Enumerating objects: 28, done.\u001b[K\n",
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+ "remote: Counting objects: 100% (28/28), done.\u001b[K\n",
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+ "remote: Compressing objects: 100% (25/25), done.\u001b[K\n",
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+ "remote: Total 28 (delta 9), reused 0 (delta 0), pack-reused 0 (from 0)\u001b[K\n",
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+ "Receiving objects: 100% (28/28), 1.65 MiB | 6.68 MiB/s, done.\n",
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+ "Resolving deltas: 100% (9/9), done.\n",
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+ "/content/Z-Image-Turbo-LoRA-DLC\n"
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+ ]
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+ }
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+ ],
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+ "source": [
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+ "!git clone https://github.com/PRITHIVSAKTHIUR/Z-Image-Turbo-LoRA-DLC.git\n",
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+ "%cd Z-Image-Turbo-LoRA-DLC"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "source": [
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+ "!pip install -r pre-requirements.txt"
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+ ],
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+ "metadata": {
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+ "colab": {
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+ "base_uri": "https://localhost:8080/"
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+ },
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+ "id": "fhkZ2zdBv-BE",
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+ "outputId": "5945017d-cf49-4b57-b323-73e44c4cdcc2"
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+ },
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+ "execution_count": 2,
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+ "outputs": [
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+ {
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+ "output_type": "stream",
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+ "name": "stdout",
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+ "text": [
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+ "Requirement already satisfied: pip>=23.0.0 in /usr/local/lib/python3.12/dist-packages (from -r pre-requirements.txt (line 1)) (24.1.2)\n"
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+ ]
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+ }
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "source": [
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+ "!pip install -r requirements.txt"
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+ ],
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+ "metadata": {
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+ "colab": {
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+ "base_uri": "https://localhost:8080/"
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+ },
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+ "id": "48AGVUGXwRIj",
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+ "outputId": "49d62185-7501-4054-94f2-20224c173a1a"
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+ },
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+ "execution_count": 3,
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+ "outputs": [
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+ {
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+ "output_type": "stream",
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+ "name": "stdout",
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+ "text": [
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+ "Collecting git+https://github.com/huggingface/diffusers.git@refs/pull/12790/head (from -r requirements.txt (line 1))\n",
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+ " Cloning https://github.com/huggingface/diffusers.git (to revision refs/pull/12790/head) to /tmp/pip-req-build-515zubo_\n",
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+ " Running command git clone --filter=blob:none --quiet https://github.com/huggingface/diffusers.git /tmp/pip-req-build-515zubo_\n",
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+ "\u001b[33m WARNING: Did not find branch or tag 'refs/pull/12790/head', assuming revision or ref.\u001b[0m\u001b[33m\n",
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+ "\u001b[0m Running command git fetch -q https://github.com/huggingface/diffusers.git refs/pull/12790/head\n",
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+ " Running command git checkout -q e024106534e9688341ed9e98763f808b82ddadd9\n",
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+ " Resolved https://github.com/huggingface/diffusers.git to commit e024106534e9688341ed9e98763f808b82ddadd9\n",
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+ " Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
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+ " Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
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+ " Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
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+ "Requirement already satisfied: huggingface_hub in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 2)) (0.36.0)\n",
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+ "Collecting gradio==6.1.0 (from -r requirements.txt (line 3))\n",
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+ " Downloading gradio-6.1.0-py3-none-any.whl.metadata (16 kB)\n",
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+ "Requirement already satisfied: sentencepiece in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 4)) (0.2.1)\n",
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+ "Requirement already satisfied: transformers in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 5)) (4.57.3)\n",
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+ "Requirement already satisfied: torchvision in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 6)) (0.24.0+cpu)\n",
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+ "Requirement already satisfied: accelerate in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 7)) (1.12.0)\n",
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+ "Collecting kernels (from -r requirements.txt (line 8))\n",
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+ " Downloading kernels-0.11.4-py3-none-any.whl.metadata (3.3 kB)\n",
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+ "Collecting spaces (from -r requirements.txt (line 9))\n",
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+ " Downloading spaces-0.44.0-py3-none-any.whl.metadata (900 bytes)\n",
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+ "Requirement already satisfied: torch in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 10)) (2.9.0+cpu)\n",
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+ "Requirement already satisfied: numpy in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 11)) (2.0.2)\n",
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+ "Requirement already satisfied: peft in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 12)) (0.18.0)\n",
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+ "Requirement already satisfied: aiofiles<25.0,>=22.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (24.1.0)\n",
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+ "Requirement already satisfied: anyio<5.0,>=3.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (4.12.0)\n",
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+ "Requirement already satisfied: brotli>=1.1.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (1.2.0)\n",
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+ "Requirement already satisfied: fastapi<1.0,>=0.115.2 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.118.3)\n",
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+ "Requirement already satisfied: ffmpy in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (1.0.0)\n",
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+ "Collecting gradio-client==2.0.1 (from gradio==6.1.0->-r requirements.txt (line 3))\n",
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+ " Downloading gradio_client-2.0.1-py3-none-any.whl.metadata (7.1 kB)\n",
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+ "Requirement already satisfied: groovy~=0.1 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.1.2)\n",
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+ "Requirement already satisfied: httpx<1.0,>=0.24.1 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.28.1)\n",
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+ "Requirement already satisfied: jinja2<4.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (3.1.6)\n",
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+ "Requirement already satisfied: markupsafe<4.0,>=2.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (3.0.3)\n",
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+ "Requirement already satisfied: orjson~=3.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (3.11.5)\n",
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+ "Requirement already satisfied: packaging in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (25.0)\n",
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+ "Requirement already satisfied: pandas<3.0,>=1.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (2.2.2)\n",
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+ "Requirement already satisfied: pillow<13.0,>=8.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (11.3.0)\n",
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+ "Requirement already satisfied: pydantic<=2.12.4,>=2.11.10 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (2.12.3)\n",
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+ "Requirement already satisfied: pydub in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.25.1)\n",
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+ "Requirement already satisfied: python-multipart>=0.0.18 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.0.20)\n",
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+ "Requirement already satisfied: pyyaml<7.0,>=5.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (6.0.3)\n",
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+ "Requirement already satisfied: safehttpx<0.2.0,>=0.1.7 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.1.7)\n",
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+ "Requirement already satisfied: semantic-version~=2.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (2.10.0)\n",
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+ "Requirement already satisfied: starlette<1.0,>=0.40.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.48.0)\n",
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+ "Requirement already satisfied: tomlkit<0.14.0,>=0.12.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.13.3)\n",
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+ "Requirement already satisfied: typer<1.0,>=0.12 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.20.0)\n",
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+ "Requirement already satisfied: typing-extensions~=4.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (4.15.0)\n",
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+ "Requirement already satisfied: uvicorn>=0.14.0 in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (0.38.0)\n",
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+ "Requirement already satisfied: fsspec in /usr/local/lib/python3.12/dist-packages (from gradio-client==2.0.1->gradio==6.1.0->-r requirements.txt (line 3)) (2025.3.0)\n",
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+ "Requirement already satisfied: importlib_metadata in /usr/local/lib/python3.12/dist-packages (from diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (8.7.0)\n",
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+ "Requirement already satisfied: filelock in /usr/local/lib/python3.12/dist-packages (from diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (3.20.0)\n",
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+ "Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.12/dist-packages (from diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (2025.11.3)\n",
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+ "Requirement already satisfied: requests in /usr/local/lib/python3.12/dist-packages (from diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (2.32.4)\n",
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+ "Requirement already satisfied: safetensors>=0.3.1 in /usr/local/lib/python3.12/dist-packages (from diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (0.7.0)\n",
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+ "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.12/dist-packages (from huggingface_hub->-r requirements.txt (line 2)) (4.67.1)\n",
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+ "Requirement already satisfied: hf-xet<2.0.0,>=1.1.3 in /usr/local/lib/python3.12/dist-packages (from huggingface_hub->-r requirements.txt (line 2)) (1.2.0)\n",
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+ "Requirement already satisfied: tokenizers<=0.23.0,>=0.22.0 in /usr/local/lib/python3.12/dist-packages (from transformers->-r requirements.txt (line 5)) (0.22.1)\n",
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+ "Requirement already satisfied: setuptools in /usr/local/lib/python3.12/dist-packages (from torch->-r requirements.txt (line 10)) (75.2.0)\n",
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+ "Requirement already satisfied: sympy>=1.13.3 in /usr/local/lib/python3.12/dist-packages (from torch->-r requirements.txt (line 10)) (1.14.0)\n",
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+ "Requirement already satisfied: networkx>=2.5.1 in /usr/local/lib/python3.12/dist-packages (from torch->-r requirements.txt (line 10)) (3.6.1)\n",
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+ "Requirement already satisfied: psutil in /usr/local/lib/python3.12/dist-packages (from accelerate->-r requirements.txt (line 7)) (5.9.5)\n",
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+ "Requirement already satisfied: idna>=2.8 in /usr/local/lib/python3.12/dist-packages (from anyio<5.0,>=3.0->gradio==6.1.0->-r requirements.txt (line 3)) (3.11)\n",
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+ "Requirement already satisfied: certifi in /usr/local/lib/python3.12/dist-packages (from httpx<1.0,>=0.24.1->gradio==6.1.0->-r requirements.txt (line 3)) (2025.11.12)\n",
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+ "Requirement already satisfied: httpcore==1.* in /usr/local/lib/python3.12/dist-packages (from httpx<1.0,>=0.24.1->gradio==6.1.0->-r requirements.txt (line 3)) (1.0.9)\n",
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+ "Requirement already satisfied: h11>=0.16 in /usr/local/lib/python3.12/dist-packages (from httpcore==1.*->httpx<1.0,>=0.24.1->gradio==6.1.0->-r requirements.txt (line 3)) (0.16.0)\n",
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+ "Requirement already satisfied: python-dateutil>=2.8.2 in /usr/local/lib/python3.12/dist-packages (from pandas<3.0,>=1.0->gradio==6.1.0->-r requirements.txt (line 3)) (2.9.0.post0)\n",
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+ "Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.12/dist-packages (from pandas<3.0,>=1.0->gradio==6.1.0->-r requirements.txt (line 3)) (2025.2)\n",
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+ "Requirement already satisfied: tzdata>=2022.7 in /usr/local/lib/python3.12/dist-packages (from pandas<3.0,>=1.0->gradio==6.1.0->-r requirements.txt (line 3)) (2025.2)\n",
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+ "Requirement already satisfied: annotated-types>=0.6.0 in /usr/local/lib/python3.12/dist-packages (from pydantic<=2.12.4,>=2.11.10->gradio==6.1.0->-r requirements.txt (line 3)) (0.7.0)\n",
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+ "Requirement already satisfied: pydantic-core==2.41.4 in /usr/local/lib/python3.12/dist-packages (from pydantic<=2.12.4,>=2.11.10->gradio==6.1.0->-r requirements.txt (line 3)) (2.41.4)\n",
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+ "Requirement already satisfied: typing-inspection>=0.4.2 in /usr/local/lib/python3.12/dist-packages (from pydantic<=2.12.4,>=2.11.10->gradio==6.1.0->-r requirements.txt (line 3)) (0.4.2)\n",
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+ "Requirement already satisfied: charset_normalizer<4,>=2 in /usr/local/lib/python3.12/dist-packages (from requests->diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (3.4.4)\n",
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+ "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.12/dist-packages (from requests->diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (2.5.0)\n",
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+ "Requirement already satisfied: mpmath<1.4,>=1.1.0 in /usr/local/lib/python3.12/dist-packages (from sympy>=1.13.3->torch->-r requirements.txt (line 10)) (1.3.0)\n",
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+ "Requirement already satisfied: click>=8.0.0 in /usr/local/lib/python3.12/dist-packages (from typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (8.3.1)\n",
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+ "Requirement already satisfied: shellingham>=1.3.0 in /usr/local/lib/python3.12/dist-packages (from typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (1.5.4)\n",
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+ "Requirement already satisfied: rich>=10.11.0 in /usr/local/lib/python3.12/dist-packages (from typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (13.9.4)\n",
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+ "Requirement already satisfied: zipp>=3.20 in /usr/local/lib/python3.12/dist-packages (from importlib_metadata->diffusers==0.36.0.dev0->-r requirements.txt (line 1)) (3.23.0)\n",
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+ "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.12/dist-packages (from python-dateutil>=2.8.2->pandas<3.0,>=1.0->gradio==6.1.0->-r requirements.txt (line 3)) (1.17.0)\n",
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+ "Requirement already satisfied: markdown-it-py>=2.2.0 in /usr/local/lib/python3.12/dist-packages (from rich>=10.11.0->typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (4.0.0)\n",
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+ "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in /usr/local/lib/python3.12/dist-packages (from rich>=10.11.0->typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (2.19.2)\n",
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+ "Requirement already satisfied: mdurl~=0.1 in /usr/local/lib/python3.12/dist-packages (from markdown-it-py>=2.2.0->rich>=10.11.0->typer<1.0,>=0.12->gradio==6.1.0->-r requirements.txt (line 3)) (0.1.2)\n",
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+ "Downloading gradio-6.1.0-py3-none-any.whl (23.0 MB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m23.0/23.0 MB\u001b[0m \u001b[31m71.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hDownloading gradio_client-2.0.1-py3-none-any.whl (55 kB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m55.4/55.4 kB\u001b[0m \u001b[31m4.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hDownloading kernels-0.11.4-py3-none-any.whl (45 kB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m45.9/45.9 kB\u001b[0m \u001b[31m3.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hDownloading spaces-0.44.0-py3-none-any.whl (105 kB)\n",
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+ "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m105.6/105.6 kB\u001b[0m \u001b[31m5.9 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
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+ "\u001b[?25hBuilding wheels for collected packages: diffusers\n",
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+ " Building wheel for diffusers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
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+ " Created wheel for diffusers: filename=diffusers-0.36.0.dev0-py3-none-any.whl size=4583318 sha256=c887e32f028d5b69f10b1058bf27e850bb686de64e15f2b5c1704a7589123c74\n",
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+ " Stored in directory: /tmp/pip-ephem-wheel-cache-fzpkh9qh/wheels/a8/ff/cb/00b70e18d412063bda2cd61c030c5193efeb18eb6f103486b9\n",
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+ "Successfully built diffusers\n",
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+ "Installing collected packages: kernels, gradio-client, diffusers, gradio, spaces\n",
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+ " Attempting uninstall: gradio-client\n",
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+ " Found existing installation: gradio_client 1.14.0\n",
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+ " Uninstalling gradio_client-1.14.0:\n",
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+ " Successfully uninstalled gradio_client-1.14.0\n",
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+ " Attempting uninstall: diffusers\n",
203
+ " Found existing installation: diffusers 0.36.0\n",
204
+ " Uninstalling diffusers-0.36.0:\n",
205
+ " Successfully uninstalled diffusers-0.36.0\n",
206
+ " Attempting uninstall: gradio\n",
207
+ " Found existing installation: gradio 5.50.0\n",
208
+ " Uninstalling gradio-5.50.0:\n",
209
+ " Successfully uninstalled gradio-5.50.0\n",
210
+ "Successfully installed diffusers-0.36.0.dev0 gradio-6.1.0 gradio-client-2.0.1 kernels-0.11.4 spaces-0.44.0\n"
211
+ ]
212
+ }
213
+ ]
214
+ },
215
+ {
216
+ "cell_type": "code",
217
+ "source": [
218
+ "!python app.py\n",
219
+ "# -> After running the app, click on “Running on public URL” to open the app in a new window."
220
+ ],
221
+ "metadata": {
222
+ "id": "7q8a3YkIv_vk"
223
+ },
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+ "execution_count": null,
225
+ "outputs": []
226
+ }
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+ ]
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+ }