The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
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{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"provenance": []
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"language_info": {
"name": "python"
},
"accelerator": "GPU",
"gpuClass": "standard"
},
"cells": [
{
"cell_type": "markdown",
"source": [
"Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"
],
"metadata": {
"id": "aaaaaaaaaa"
}
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "bbbbbbbbbb"
},
"outputs": [],
"source": [
"!git clone https://github.com/comfyanonymous/ComfyUI\n",
"%cd ComfyUI\n",
"!pip install -r requirements.txt"
]
},
{
"cell_type": "markdown",
"source": [
"Download some models/checkpoints/vae:"
],
"metadata": {
"id": "cccccccccc"
}
},
{
"cell_type": "code",
"source": [
"!wget https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n",
"!wget https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
"!wget https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n"
],
"metadata": {
"id": "dddddddddd"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"Optional: Launch a http server to see the output pics (you can also download them by browsing to the output directory with colab):"
],
"metadata": {
"id": "eeeeeeeeee"
}
},
{
"cell_type": "code",
"source": [
"from google.colab import output\n",
"output.serve_kernel_port_as_window(8000)\n",
"get_ipython().system_raw('cd output && python3 -m http.server 8000 &') "
],
"metadata": {
"id": "ffffffffff"
},
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"source": [
"Run ComfyUI:"
],
"metadata": {
"id": "gggggggggg"
}
},
{
"cell_type": "code",
"source": [
"import threading\n",
"import time\n",
"import socket\n",
"def iframe_thread(port):\n",
" while True:\n",
" time.sleep(0.5)\n",
" sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
" result = sock.connect_ex(('127.0.0.1', port))\n",
" if result == 0:\n",
" break\n",
" sock.close()\n",
" from google.colab import output\n",
" x = output.serve_kernel_port_as_window(port)\n",
" x = output.serve_kernel_port_as_iframe(port, height=1024)\n",
"threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
"\n",
"!python main.py"
],
"metadata": {
"id": "hhhhhhhhhh"
},
"execution_count": null,
"outputs": []
}
]
}