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Drew Thomasson
2025-03-31 18:04:25 -04:00
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Notebooks/colab_xtts_finetune_webui.ipynb
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": [],
"gpuType": "T4",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/github/DrewThomasson/ebook2audiobook/blob/finetune-patch-1/Notebooks/colab_xtts_finetune_webui.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"source": [
"## Welcome to the *xtts*-finetune-webui gradio gui!\n",
"\n",
"This webui is a slightly modified copy of the official webui for finetune xtts.\n",
"\n",
"If you are looking for an option for normal XTTS use look here https://github.com/daswer123/xtts-webui"
],
"metadata": {
"id": "OVjEG_yGoC2W"
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "44HpAIVRfJve",
"collapsed": true,
"cellView": "form"
},
"outputs": [],
"source": [
"# @title 🛠️ Install requirments\n",
"#!DEBIAN_FRONTEND=noninteractive\n",
"!sudo apt-get update # && sudo apt-get -y upgrade\n",
"!sudo apt-get -y install libegl1\n",
"!sudo apt-get -y install libopengl0\n",
"!sudo apt-get -y install libxcb-cursor0\n",
"!pip install -r https://raw.githubusercontent.com/daswer123/xtts-finetune-webui/main/requirements.txt\n",
"!pip install gradio==4.44.1\n",
"!pip install fastapi==0.103.1\n",
"!pip install pydantic==2.3.0\n",
"\n",
"#More requirements\n",
"!nvcc --version #check cuda version if things break\n",
"!pip uninstall torch torchvision torchaudio -y\n",
"!pip install torch==2.1.2 torchvision==0.16.2 torchaudio==2.1.2 --index-url https://download.pytorch.org/whl/cu121\n"
]
},
{
"cell_type": "code",
"source": [
"# @title 🚀 Run interface\n",
"%cd /content/\n",
"!git clone https://github.com/DrewThomasson/xtts-finetune-webui.git\n",
"%cd /content/xtts-finetune-webui\n",
"!python xtts_demo.py --share"
],
"metadata": {
"id": "62Da1Q5AgN3W",
"cellView": "form"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"source": [
"import shutil\n",
"import requests\n",
"import os\n",
"from tqdm import tqdm # Progress bar library\n",
"\n",
"# Define the paths\n",
"finetune_dir = '/content/xtts-finetune-webui/finetune_models/ready' # @param {type:\"string\"}\n",
"dataset_dir = '/content/xtts-finetune-webui/finetune_models/dataset' # @param {type:\"string\"}\n",
"\n",
"# Create a temporary directory to collect both folders before zipping\n",
"temp_dir = \"/content/temp_finetune_dataset\"\n",
"os.makedirs(temp_dir, exist_ok=True)\n",
"\n",
"# Copy both directories into the temporary directory with a progress bar\n",
"def copy_with_progress(src, dst):\n",
" total_files = sum(len(files) for _, _, files in os.walk(src))\n",
" with tqdm(total=total_files, desc=f\"Copying {os.path.basename(src)}\") as pbar:\n",
" for root, _, files in os.walk(src):\n",
" rel_path = os.path.relpath(root, src)\n",
" target_path = os.path.join(dst, rel_path)\n",
" os.makedirs(target_path, exist_ok=True)\n",
" for file in files:\n",
" shutil.copy(os.path.join(root, file), target_path)\n",
" pbar.update(1)\n",
"\n",
"copy_with_progress(finetune_dir, os.path.join(temp_dir, \"ready\"))\n",
"copy_with_progress(dataset_dir, os.path.join(temp_dir, \"dataset\"))\n",
"\n",
"# Create a zip file of the combined directories with progress\n",
"zip_filename = \"finetune_and_dataset.zip\"\n",
"with tqdm(total=100, desc=\"Zipping files\") as pbar:\n",
" shutil.make_archive(\"finetune_and_dataset\", 'zip', root_dir=temp_dir)\n",
" pbar.update(100)\n",
"\n",
"# Define a function to stream the upload with a progress bar\n",
"def upload_with_progress(file_path, url):\n",
" file_size = os.path.getsize(file_path)\n",
" with open(file_path, 'rb') as f, tqdm(\n",
" total=file_size, unit='B', unit_scale=True, desc=\"Uploading\"\n",
" ) as progress:\n",
" response = requests.post(\n",
" url,\n",
" files={\"file\": (file_path, f)},\n",
" stream=True,\n",
" headers={\"Connection\": \"keep-alive\"},\n",
" )\n",
" # Update the progress bar as chunks are sent\n",
" for chunk in response.iter_content(chunk_size=4096):\n",
" if chunk:\n",
" progress.update(len(chunk))\n",
" return response\n",
"\n",
"# Upload the zip file to file.io with a progress bar\n",
"response = upload_with_progress(zip_filename, \"https://file.io/?expires=1d\")\n",
"\n",
"# Parse the response and display the download link\n",
"if response.status_code == 200:\n",
" download_link = response.json().get('link', 'Error: No link found.')\n",
" print(f\"Your file is ready: {download_link}\")\n",
"else:\n",
" print(f\"Failed to upload: {response.status_code} - {response.text}\")\n"
],
"metadata": {
"id": "MYBWgKevr6S3",
"cellView": "form"
},
"execution_count": null,
"outputs": []
}
]
}