baichuan_vicuna_7B_GGML.ipynb

{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/Troyanovsky/Local-LLM-comparison/blob/main/baichuan_vicuna_7B_GGML.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XNkpBtLvuTOp"
      },
      "source": [
        "## baichuan-vicuna-7B-GGML WebUI\n",
        "1. Run the following cell, takes ~5 min\n",
        "2. Click the gradio link at the bottom\n",
        "3. In Chat settings - Instruction Template: Vicuna 1.1\n",
        "\n",
        "\n",
        "```\n",
        "A chat between a curious user and an artificial intelligence assistant. The assistant gives helpful, detailed, and polite answers to the user's questions.\n",
        "USER: prompt\n",
        "ASSISTANT:\n",
        "```"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "D-MiHp_bveP6",
        "outputId": "7db654bf-9027-4aae-c411-fa9a97512670"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n",
            "fatal: destination path 'text-generation-webui' already exists and is not an empty directory.\n",
            "/content/text-generation-webui\n",
            "Collecting git+https://github.com/huggingface/peft@03eb378eb914fbee709ff7c86ba5b1d033b89524 (from -r requirements.txt (line 19))\n",
            "  Cloning https://github.com/huggingface/peft (to revision 03eb378eb914fbee709ff7c86ba5b1d033b89524) to /tmp/pip-req-build-ipuitw0y\n",
            "  Running command git clone --filter=blob:none --quiet https://github.com/huggingface/peft /tmp/pip-req-build-ipuitw0y\n",
            "  Running command git rev-parse -q --verify 'sha^03eb378eb914fbee709ff7c86ba5b1d033b89524'\n",
            "  Running command git fetch -q https://github.com/huggingface/peft 03eb378eb914fbee709ff7c86ba5b1d033b89524\n",
            "  Running command git checkout -q 03eb378eb914fbee709ff7c86ba5b1d033b89524\n",
            "  Resolved https://github.com/huggingface/peft to commit 03eb378eb914fbee709ff7c86ba5b1d033b89524\n"
          ]
        }
      ],
      "source": [
        "%cd /content\n",
        "!apt-get -y install -qq aria2\n",
        "\n",
        "!git clone -b V20230626 https://github.com/Troyanovsky/text-generation-webui\n",
        "%cd /content/text-generation-webui\n",
        "!pip install -r requirements.txt\n",
        "!pip install -U gradio==3.32.0\n",
        "\n",
        "!pip uninstall -y llama-cpp-python\n",
        "!CMAKE_ARGS=\"-DLLAMA_CUBLAS=on\" FORCE_CMAKE=1 pip install llama-cpp-python --no-cache-dir\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/baichuan-vicuna-7B-GGML/resolve/main/baichuan-vicuna-7b.ggmlv3.q5_K_M.bin -d /content/text-generation-webui/models/ -o baichuan-vicuna-7b.ggmlv3.q5_K_M.bin\n",
        "\n",
        "%cd /content/text-generation-webui\n",
        "!python server.py --share --chat --n-gpu-layers 200000 --model baichuan-vicuna-7b.ggmlv3.q5_K_M.bin"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyMWSmGjB3qblq+T7kh265B6",
      "include_colab_link": true
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}