LLaVA_13b_4bit_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/LLaVA-colab/blob/main/LLaVA_13b_4bit_colab.ipynb)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VjYy0F2gZIPR"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "!git clone -b v1.0 https://github.com/camenduru/LLaVA\n",
        "%cd /content/LLaVA\n",
        "\n",
        "!pip install -q transformers==4.36.2\n",
        "!pip install -e ."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "import threading\n",
        "import subprocess\n",
        "threading.Thread(target=lambda: subprocess.run(['python3', '-m', 'llava.serve.controller', '--host', '0.0.0.0', '--port', '10000'], check=True), daemon=True).start()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "import threading\n",
        "import subprocess\n",
        "command = [\n",
        "    'python3', '-m', 'llava.serve.model_worker',\n",
        "    '--host', '0.0.0.0',\n",
        "    '--controller', 'http://localhost:10000',\n",
        "    '--port', '40000',\n",
        "    '--worker', 'http://localhost:40000',\n",
        "    '--model-path', '4bit/llava-v1.5-13b-3GB',\n",
        "    '--load-4bit'\n",
        "]\n",
        "threading.Thread(target=lambda: subprocess.run(command, check=True, shell=False), daemon=True).start()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "!python3 -m llava.serve.gradio_web_server --controller http://localhost:10000 --model-list-mode reload --share"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "T4",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}