Vicuna_13b_GPTQ_4bit_128g.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "gpuType": "T4"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "FP1_wNr5NIj1"
      },
      "outputs": [],
      "source": [
        "%cd /content\n",
        "!apt-get -y install -qq aria2"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "!git clone -b v1.7 https://github.com/camenduru/text-generation-webui\n",
        "%cd /content/text-generation-webui\n",
        "!pip install -r requirements.txt\n",
        "!pip install -U gradio==3.28.3"
      ],
      "metadata": {
        "id": "pQUFVKsKNaU1"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!mkdir /content/text-generation-webui/repositories\n",
        "%cd /content/text-generation-webui/repositories\n",
        "!git clone -b v1.2 https://github.com/camenduru/GPTQ-for-LLaMa.git\n",
        "%cd GPTQ-for-LLaMa\n",
        "!python setup_cuda.py install"
      ],
      "metadata": {
        "id": "iwwNX85zNhDa"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/raw/main/config.json -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/raw/main/generation_config.json -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o generation_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/raw/main/special_tokens_map.json -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o special_tokens_map.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/resolve/main/tokenizer.model -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o tokenizer.model\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/raw/main/tokenizer_config.json -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o tokenizer_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/4bit/vicuna-13b-GPTQ-4bit-128g/resolve/main/vicuna-13b-4bit-128g.safetensors -d /content/text-generation-webui/models/vicuna-13b-GPTQ-4bit-128g -o vicuna-13b-4bit-128g.safetensors"
      ],
      "metadata": {
        "id": "1RB1GCohNlxK"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/text-generation-webui\n",
        "!python server.py --share --chat --wbits 4 --groupsize 128"
      ],
      "metadata": {
        "id": "jN4Gih68NpHr"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}