Spaces:
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Zero
Running
on
Zero
File size: 19,343 Bytes
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
}
},
"cells": [
{
"cell_type": "markdown",
"source": [
"# **Z Image Turbo LoRA DLC**\n",
"\n",
" 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."
],
"metadata": {
"id": "czws69YbvubV"
}
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "uVR7eUWZvoM3",
"outputId": "fc96ce41-3bce-4a58-fb96-58aaf53ec71a"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Cloning into 'Z-Image-Turbo-LoRA-DLC'...\n",
"remote: Enumerating objects: 28, done.\u001b[K\n",
"remote: Counting objects: 100% (28/28), done.\u001b[K\n",
"remote: Compressing objects: 100% (25/25), done.\u001b[K\n",
"remote: Total 28 (delta 9), reused 0 (delta 0), pack-reused 0 (from 0)\u001b[K\n",
"Receiving objects: 100% (28/28), 1.65 MiB | 6.68 MiB/s, done.\n",
"Resolving deltas: 100% (9/9), done.\n",
"/content/Z-Image-Turbo-LoRA-DLC\n"
]
}
],
"source": [
"!git clone https://github.com/PRITHIVSAKTHIUR/Z-Image-Turbo-LoRA-DLC.git\n",
"%cd Z-Image-Turbo-LoRA-DLC"
]
},
{
"cell_type": "code",
"source": [
"!pip install -r pre-requirements.txt"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "fhkZ2zdBv-BE",
"outputId": "5945017d-cf49-4b57-b323-73e44c4cdcc2"
},
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"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"
]
}
]
},
{
"cell_type": "code",
"source": [
"!pip install -r requirements.txt"
],
"metadata": {
"colab": {
"base_uri": "https://localhost:8080/"
},
"id": "48AGVUGXwRIj",
"outputId": "49d62185-7501-4054-94f2-20224c173a1a"
},
"execution_count": 3,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Collecting git+https://github.com/huggingface/diffusers.git@refs/pull/12790/head (from -r requirements.txt (line 1))\n",
" Cloning https://github.com/huggingface/diffusers.git (to revision refs/pull/12790/head) to /tmp/pip-req-build-515zubo_\n",
" Running command git clone --filter=blob:none --quiet https://github.com/huggingface/diffusers.git /tmp/pip-req-build-515zubo_\n",
"\u001b[33m WARNING: Did not find branch or tag 'refs/pull/12790/head', assuming revision or ref.\u001b[0m\u001b[33m\n",
"\u001b[0m Running command git fetch -q https://github.com/huggingface/diffusers.git refs/pull/12790/head\n",
" Running command git checkout -q e024106534e9688341ed9e98763f808b82ddadd9\n",
" Resolved https://github.com/huggingface/diffusers.git to commit e024106534e9688341ed9e98763f808b82ddadd9\n",
" Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
" Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
" Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
"Requirement already satisfied: huggingface_hub in /usr/local/lib/python3.12/dist-packages (from -r requirements.txt (line 2)) (0.36.0)\n",
"Collecting gradio==6.1.0 (from -r requirements.txt (line 3))\n",
" Downloading gradio-6.1.0-py3-none-any.whl.metadata (16 kB)\n",
"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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"Collecting kernels (from -r requirements.txt (line 8))\n",
" Downloading kernels-0.11.4-py3-none-any.whl.metadata (3.3 kB)\n",
"Collecting spaces (from -r requirements.txt (line 9))\n",
" Downloading spaces-0.44.0-py3-none-any.whl.metadata (900 bytes)\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: ffmpy in /usr/local/lib/python3.12/dist-packages (from gradio==6.1.0->-r requirements.txt (line 3)) (1.0.0)\n",
"Collecting gradio-client==2.0.1 (from gradio==6.1.0->-r requirements.txt (line 3))\n",
" Downloading gradio_client-2.0.1-py3-none-any.whl.metadata (7.1 kB)\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: 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: 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: 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",
"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",
"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",
"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",
"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",
"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",
"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: 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",
"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",
"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: 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: 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",
"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",
"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",
"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",
"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",
"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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"Downloading gradio-6.1.0-py3-none-any.whl (23.0 MB)\n",
"\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[?25hBuilding wheels for collected packages: diffusers\n",
" Building wheel for diffusers (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
" Created wheel for diffusers: filename=diffusers-0.36.0.dev0-py3-none-any.whl size=4583318 sha256=c887e32f028d5b69f10b1058bf27e850bb686de64e15f2b5c1704a7589123c74\n",
" Stored in directory: /tmp/pip-ephem-wheel-cache-fzpkh9qh/wheels/a8/ff/cb/00b70e18d412063bda2cd61c030c5193efeb18eb6f103486b9\n",
"Successfully built diffusers\n",
"Installing collected packages: kernels, gradio-client, diffusers, gradio, spaces\n",
" Attempting uninstall: gradio-client\n",
" Found existing installation: gradio_client 1.14.0\n",
" Uninstalling gradio_client-1.14.0:\n",
" Successfully uninstalled gradio_client-1.14.0\n",
" Attempting uninstall: diffusers\n",
" Found existing installation: diffusers 0.36.0\n",
" Uninstalling diffusers-0.36.0:\n",
" Successfully uninstalled diffusers-0.36.0\n",
" Attempting uninstall: gradio\n",
" Found existing installation: gradio 5.50.0\n",
" Uninstalling gradio-5.50.0:\n",
" Successfully uninstalled gradio-5.50.0\n",
"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"
]
}
]
},
{
"cell_type": "code",
"source": [
"!python app.py\n",
"# -> After running the app, click on “Running on public URL” to open the app in a new window."
],
"metadata": {
"id": "7q8a3YkIv_vk"
},
"execution_count": null,
"outputs": []
}
]
} |