UI_of_Code_llama_instruct_7b.ipynb

{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "VCFOzsQSHbjM",
        "outputId": "be555911-d631-4117-b11b-22beadac5725",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content\n",
            "Selecting previously unselected package libc-ares2:amd64.\n",
            "(Reading database ... 121753 files and directories currently installed.)\n",
            "Preparing to unpack .../libc-ares2_1.18.1-1ubuntu0.22.04.3_amd64.deb ...\n",
            "Unpacking libc-ares2:amd64 (1.18.1-1ubuntu0.22.04.3) ...\n",
            "Selecting previously unselected package libaria2-0:amd64.\n",
            "Preparing to unpack .../libaria2-0_1.36.0-1_amd64.deb ...\n",
            "Unpacking libaria2-0:amd64 (1.36.0-1) ...\n",
            "Selecting previously unselected package aria2.\n",
            "Preparing to unpack .../aria2_1.36.0-1_amd64.deb ...\n",
            "Unpacking aria2 (1.36.0-1) ...\n",
            "Setting up libc-ares2:amd64 (1.18.1-1ubuntu0.22.04.3) ...\n",
            "Setting up libaria2-0:amd64 (1.36.0-1) ...\n",
            "Setting up aria2 (1.36.0-1) ...\n",
            "Processing triggers for man-db (2.10.2-1) ...\n",
            "Processing triggers for libc-bin (2.35-0ubuntu3.4) ...\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbb.so.12 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc_proxy.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbmalloc.so.2 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_0.so.3 is not a symbolic link\n",
            "\n",
            "/sbin/ldconfig.real: /usr/local/lib/libtbbbind_2_5.so.3 is not a symbolic link\n",
            "\n",
            "Cloning into 'text-generation-webui'...\n",
            "remote: Enumerating objects: 17379, done.\u001b[K\n",
            "remote: Counting objects: 100% (547/547), done.\u001b[K\n",
            "remote: Compressing objects: 100% (268/268), done.\u001b[K\n",
            "remote: Total 17379 (delta 382), reused 385 (delta 279), pack-reused 16832\u001b[K\n",
            "Receiving objects: 100% (17379/17379), 26.51 MiB | 30.54 MiB/s, done.\n",
            "Resolving deltas: 100% (12212/12212), done.\n",
            "/content/text-generation-webui\n",
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            "\u001b[?25h  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
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            "\u001b[?25h  Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
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            "\u001b[?25h  Building wheel for llama-cpp-python (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for ffmpy (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
            "chex 0.1.86 requires numpy>=1.24.1, but you have numpy 1.24.0 which is incompatible.\n",
            "imageio 2.31.6 requires pillow<10.1.0,>=8.3.2, but you have pillow 10.2.0 which is incompatible.\n",
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            "/content/text-generation-webui\n",
            "2024-03-25 11:18:20 WARNING:\u001b[33mThe gradio \"share link\" feature uses a proprietary executable to create a reverse tunnel. Use it with care.\u001b[0m\n",
            "/usr/local/lib/python3.10/dist-packages/transformers/utils/generic.py:260: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.\n",
            "  torch.utils._pytree._register_pytree_node(\n",
            "2024-03-25 11:18:29.764327: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n",
            "2024-03-25 11:18:29.764439: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n",
            "2024-03-25 11:18:29.895825: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n",
            "2024-03-25 11:18:32.277425: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n",
            "/usr/local/lib/python3.10/dist-packages/transformers/utils/generic.py:260: UserWarning: torch.utils._pytree._register_pytree_node is deprecated. Please use torch.utils._pytree.register_pytree_node instead.\n",
            "  torch.utils._pytree._register_pytree_node(\n",
            "2024-03-25 11:18:36 INFO:\u001b[32mLoading settings from /content/settings.yaml...\u001b[0m\n",
            "2024-03-25 11:18:36 INFO:\u001b[32mLoading /content/text-generation-webui/models/code-llama-instruct-7b...\u001b[0m\n",
            "Loading checkpoint shards: 100% 2/2 [00:01<00:00,  1.56it/s]\n",
            "2024-03-25 11:19:48 WARNING:\u001b[33mmodels/code-llama-instruct-7b/tokenizer_config.json is different from the original LlamaTokenizer file. It is either customized or outdated.\u001b[0m\n",
            "2024-03-25 11:19:48 INFO:\u001b[32mLoaded the model in 72.03 seconds.\n",
            "\u001b[0m\n",
            "2024-03-25 11:19:48 INFO:\u001b[32mLoading the extension \"gallery\"...\u001b[0m\n",
            "Running on local URL:  http://127.0.0.1:7860\n",
            "Running on public URL: https://7fc006b22a51fb29ff.gradio.live\n",
            "\n",
            "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n",
            "Output generated in 7.52 seconds (6.51 tokens/s, 49 tokens, context 76, seed 1567319720)\n",
            "Output generated in 12.03 seconds (13.05 tokens/s, 157 tokens, context 139, seed 64170428)\n",
            "Output generated in 2.58 seconds (10.06 tokens/s, 26 tokens, context 126, seed 567849904)\n",
            "Output generated in 15.25 seconds (13.05 tokens/s, 199 tokens, context 167, seed 614594825)\n",
            "Output generated in 15.66 seconds (12.70 tokens/s, 199 tokens, context 167, seed 1880995730)\n",
            "Traceback (most recent call last):\n",
            "  File \"/content/text-generation-webui/server.py\", line 233, in <module>\n",
            "    time.sleep(0.5)\n",
            "KeyboardInterrupt\n",
            "Killing tunnel 127.0.0.1:7860 <> https://7fc006b22a51fb29ff.gradio.live\n",
            "Exception ignored in atexit callback: <bound method Sentry.end_session of <wandb.analytics.sentry.Sentry object at 0x7bee8eb882b0>>\n",
            "Traceback (most recent call last):\n",
            "  File \"/usr/local/lib/python3.10/dist-packages/wandb/analytics/sentry.py\", line 38, in wrapper\n",
            "    @functools.wraps(func)\n",
            "KeyboardInterrupt: \n"
          ]
        }
      ],
      "source": [
        "%cd /content\n",
        "!apt-get -y install -qq aria2\n",
        "\n",
        "!git clone -b v2.5 https://github.com/camenduru/text-generation-webui\n",
        "%cd /content/text-generation-webui\n",
        "!pip install -q -r requirements.txt\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/config.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/generation_config.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o generation_config.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/resolve/main/model-00001-of-00002.safetensors -d /content/text-generation-webui/models/code-llama-instruct-7b -o model-00001-of-00002.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/resolve/main/model-00002-of-00002.safetensors -d /content/text-generation-webui/models/code-llama-instruct-7b -o model-00002-of-00002.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/model.safetensors.index.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o model.safetensors.index.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/special_tokens_map.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o special_tokens_map.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/tokenizer.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o tokenizer.json\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/resolve/main/tokenizer.model -d /content/text-generation-webui/models/code-llama-instruct-7b -o tokenizer.model\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/TheBloke/CodeLlama-7B-Instruct-fp16/raw/main/tokenizer_config.json -d /content/text-generation-webui/models/code-llama-instruct-7b -o tokenizer_config.json\n",
        "\n",
        "!echo \"dark_theme: true\" > /content/settings.yaml\n",
        "!echo \"chat_style: wpp\" >> /content/settings.yaml\n",
        "\n",
        "%cd /content/text-generation-webui\n",
        "!python server.py --share --settings /content/settings.yaml --model /content/text-generation-webui/models/code-llama-instruct-7b"
      ]
    },
    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "Wsvd8ZXxT17t"
      },
      "execution_count": null,
      "outputs": []
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "provenance": []
    },
    "gpuClass": "standard",
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}