{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Q-bj6K7Qv4ft"
      },
      "source": [
        "# Fine-Tuning a Generative Pretrained Transformer (`GPT`)\n",
        "\n",
        "1. Install required libraries."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "SBWCrz5GfBXo",
        "outputId": "21d0811e-0f41-48d5-8f51-fbc196557d0a"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\u001b[?25l     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.0/7.6 MB\u001b[0m \u001b[31m?\u001b[0m eta \u001b[36m-:--:--\u001b[0m\r\u001b[2K     \u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m0.1/7.6 MB\u001b[0m \u001b[31m3.3 MB/s\u001b[0m eta \u001b[36m0:00:03\u001b[0m\r\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m\u001b[90m━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.6/7.6 MB\u001b[0m \u001b[31m52.8 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K     \u001b[91m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[91m╸\u001b[0m \u001b[32m7.6/7.6 MB\u001b[0m \u001b[31m86.1 MB/s\u001b[0m eta \u001b[36m0:00:01\u001b[0m\r\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.6/7.6 MB\u001b[0m \u001b[31m62.1 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m519.3/519.3 kB\u001b[0m \u001b[31m49.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m179.8/179.8 kB\u001b[0m \u001b[31m23.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m268.8/268.8 kB\u001b[0m \u001b[31m33.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.8/7.8 MB\u001b[0m \u001b[31m100.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m83.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m115.3/115.3 kB\u001b[0m \u001b[31m16.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m194.1/194.1 kB\u001b[0m \u001b[31m23.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m134.8/134.8 kB\u001b[0m \u001b[31m18.4 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m66.4/66.4 kB\u001b[0m \u001b[31m9.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m53.1/53.1 kB\u001b[0m \u001b[31m7.7 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n",
            "\u001b[?25h"
          ]
        }
      ],
      "source": [
        "!pip install transformers datasets codecarbon -q"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "y5XnfvSH7w4z"
      },
      "source": [
        "2. Load the data from the hub."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000,
          "referenced_widgets": [
            "adb95b02c40846dfa58ce064dacc619c",
            "5e01c30216e34c4b927d6a726f045bd3",
            "bc45595ea106496395d779280cfdaa76",
            "f356b84795414453b3b98e5166587e0a",
            "baa95c6db6ce46c09b61c2e4d716d106",
            "04b7cf19869148adaa3d623d9d2e1672",
            "49363eb1926e4b88bdfeb52e15d1c3e2",
            "c135f2f4f23e4a21af7fa727961cd024",
            "5b0c19f417754de28b65427f2da18d0d",
            "0748633648344d4abdedfe35722f1cf3",
            "f3ec6bca583c475ebb006c44c5f50c39",
            "1f3288dcb004450cbbbf216d6e64766d",
            "852751723d4040b2898d754dec3909a5",
            "c72871c1abdd4bdf9f929d37726352e4",
            "275eb8962d5740438787f464b8f9c3e0",
            "8d3f44a1a3fa40c694b3c21857eccbbd",
            "792f75c192124a62884b83fc5c60fcc5",
            "75773efd563e410b9d02fd928638cb7b",
            "bc260fedcfaa4d20b534b40c1df9b3c9",
            "b98bda41f90b477e999885b16bfdb422",
            "ee3bf5cf1599486ba4da72e60f4b5098",
            "8dd90992b7ad4bdc92d49191ce65865b",
            "73535961abfb44ba84a5658a0dc5793e",
            "db2bcba8c39f40ae8bd1f9a7e0f576cd",
            "d07612b449194e98aa55ce73116cf3e2",
            "0b7e9bd63df94f20a4fff2ddde8bca39",
            "bcbf71c3e46741daafc8f225b4be6124",
            "05e1b501a9694db4a7b28fc73cf26e5e",
            "128cd4483883472fbbb623ff858ed527",
            "6e4a87a7d3ea4552ac678820cbd3326b",
            "c3440ae15ade46f3af428955a148fb72",
            "9704a435b0224849a859439b4b6cde1f",
            "8c4269098c704cefa4b545c9a266c360",
            "2fa9e5fff95644729262565b95203613",
            "d4b9c0922fc74ec79ab8f36f1c043567",
            "c2233388898c4b50ba58215ce74427e5",
            "78d3ef038d0443679310455d5023ec57",
            "5138ce28fe604221bcd333e328152a6d",
            "f76eafe90c094433a8559a36ea443f1c",
            "2dd94310758b47e5a7ce7c382b75a940",
            "5fc94a020ece405fa5e7f175dd83c68a",
            "290e11cb61504da69da83f4120a57aa7",
            "f00829beb3954add89e757beab97e5ca",
            "67640eccf30f45a1abb523febd0980f2",
            "f05c4c369f7e434bb68a48c07a6f289c",
            "b531348167a449f5aa73139e4f3455a2",
            "26a398beecd74248ba3f0c1b3b71373f",
            "7438f54ed8c54f8db9ffce9b62bb31d6",
            "cb990dcb8f924e96828b2fe41d17de04",
            "03b72b157a7747fbb673eacb03d3b055",
            "1aa1b645deed4a0e9bdaf26b931eaaab",
            "bbb33e1315ed4e32b53b063b7f0e3906",
            "98e3f4131af8473eb49681d461a075b3",
            "ec4f554258744524a8ef0ee75400178b",
            "329ce55a8c7a4a1ea03e2e26fb749d8f",
            "7af7467aeaa343908e190a3e27565c9e",
            "09919332f4c74e5296f9d760b22cfa6d",
            "7fad9df6fd6542629334ca23c018ab30",
            "b13c3fb73c5245f3a05a5a636e00e263",
            "6400b4dfd2214d8b86a47403da880640",
            "3fe7aacc696a42f8b7c229aec6d1019a",
            "020b46bf0184444a9b771a4178471d20",
            "672c3f8920114c3b95f6ac5b8abf279c",
            "4634dc8baecd4e1ab820e33a94d712cc",
            "494f9cdcee284160a5f3ff515a33bda9",
            "f0fb5681e3a7406caddbab328dc0d101",
            "da69e26d69d24ebb9c3a7ea9e212bd5c",
            "01889c59797e4a61a3d0db186a20e032",
            "fd9581f1729347fc940e45e162bed4cb",
            "7471c227abee451680217c5504303cfa",
            "43f3ad94a37642269c0d99a8e975a6ab",
            "1bc9a8e4962942b69a9dd93b366f6119",
            "0e612446f35b4503bcf2969eec277a3c",
            "a1055ccc12d8414a98dc7045052d8ad8",
            "58735352e86b4a48b896937297a39ab6",
            "ac54dceee9c74bfab3b70f515fa44c59",
            "51f382e4a4d04001ac1d15c672c26b51"
          ]
        },
        "id": "7MbpXGu-v4f1",
        "outputId": "d67fd0a7-efa9-4f6f-8670-6aee747e8bf1"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "adb95b02c40846dfa58ce064dacc619c",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading readme:   0%|          | 0.00/471 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "1f3288dcb004450cbbbf216d6e64766d",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data files:   0%|          | 0/2 [00:00<?, ?it/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "73535961abfb44ba84a5658a0dc5793e",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data:   0%|          | 0.00/26.7M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "2fa9e5fff95644729262565b95203613",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading data:   0%|          | 0.00/29.5M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "f05c4c369f7e434bb68a48c07a6f289c",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Extracting data files:   0%|          | 0/2 [00:00<?, ?it/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "7af7467aeaa343908e190a3e27565c9e",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Generating english split:   0%|          | 0/41815 [00:00<?, ? examples/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "da69e26d69d24ebb9c3a7ea9e212bd5c",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Generating portuguese split:   0%|          | 0/41815 [00:00<?, ? examples/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "text/html": [
              "\n",
              "  <div id=\"df-78de4ea3-4035-4033-bddc-d11aa5ed8da8\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>prompt</th>\n",
              "      <th>completion</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Por que os camelos conseguem sobreviver muito ...</td>\n",
              "      <td>Os camelos podem sobreviver por longos período...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Por que o celular é ruim para os humanos</td>\n",
              "      <td>Os telefones celulares como dispositivos tecno...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>O que é um polígono?</td>\n",
              "      <td>Um polígono é uma figura geométrica bidimensio...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Como começo a correr?</td>\n",
              "      <td>Começar uma rotina de corrida pode ser uma óti...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Quais episódios da quarta temporada de Game of...</td>\n",
              "      <td>Michelle MacLaren dirigiu dois episódios da 4ª...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41810</th>\n",
              "      <td>Como posso ligar para você?</td>\n",
              "      <td>Você pode me chamar de Aira. Como posso ajudá-...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41811</th>\n",
              "      <td>Qual é o seu nome de identificação?</td>\n",
              "      <td>Como inteligência artificial, não tenho nome d...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41812</th>\n",
              "      <td>Como você é chamado?</td>\n",
              "      <td>Olá! Meu nome é Aira. Como posso ajudá-lo hoje?</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41813</th>\n",
              "      <td>Como você se apresenta?</td>\n",
              "      <td>Olá! Eu sou Aira, sua assistente prestativa, r...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>41814</th>\n",
              "      <td>O que devo dizer quando me dirijo a você?</td>\n",
              "      <td>Ao se dirigir a mim, você pode simplesmente me...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>41815 rows × 2 columns</p>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-78de4ea3-4035-4033-bddc-d11aa5ed8da8')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-78de4ea3-4035-4033-bddc-d11aa5ed8da8 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-78de4ea3-4035-4033-bddc-d11aa5ed8da8');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-d72da025-5cee-4d5e-a03a-8b4f690b07b6\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-d72da025-5cee-4d5e-a03a-8b4f690b07b6')\"\n",
              "            title=\"Suggest charts.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-d72da025-5cee-4d5e-a03a-8b4f690b07b6 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "text/plain": [
              "                                                  prompt  \\\n",
              "0      Por que os camelos conseguem sobreviver muito ...   \n",
              "1               Por que o celular é ruim para os humanos   \n",
              "2                                   O que é um polígono?   \n",
              "3                                  Como começo a correr?   \n",
              "4      Quais episódios da quarta temporada de Game of...   \n",
              "...                                                  ...   \n",
              "41810                        Como posso ligar para você?   \n",
              "41811                Qual é o seu nome de identificação?   \n",
              "41812                               Como você é chamado?   \n",
              "41813                            Como você se apresenta?   \n",
              "41814          O que devo dizer quando me dirijo a você?   \n",
              "\n",
              "                                              completion  \n",
              "0      Os camelos podem sobreviver por longos período...  \n",
              "1      Os telefones celulares como dispositivos tecno...  \n",
              "2      Um polígono é uma figura geométrica bidimensio...  \n",
              "3      Começar uma rotina de corrida pode ser uma óti...  \n",
              "4      Michelle MacLaren dirigiu dois episódios da 4ª...  \n",
              "...                                                  ...  \n",
              "41810  Você pode me chamar de Aira. Como posso ajudá-...  \n",
              "41811  Como inteligência artificial, não tenho nome d...  \n",
              "41812    Olá! Meu nome é Aira. Como posso ajudá-lo hoje?  \n",
              "41813  Olá! Eu sou Aira, sua assistente prestativa, r...  \n",
              "41814  Ao se dirigir a mim, você pode simplesmente me...  \n",
              "\n",
              "[41815 rows x 2 columns]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import os\n",
        "import pandas as pd\n",
        "from datasets import load_dataset\n",
        "\n",
        "project = \"Aira-2-portuguese-124M\"\n",
        "\n",
        "os.makedirs(project, exist_ok=True)\n",
        "\n",
        "dataset = load_dataset(\"nicholasKluge/instruct-aira-dataset\", split=\"portuguese\")\n",
        "\n",
        "df = dataset.to_pandas()\n",
        "\n",
        "display(df)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "fEaDTvdOe8rr"
      },
      "source": [
        "3. Load `GPT2Tokenizer` and add the chosen special tokens (`'<|startofinstruction|>', '<|endofinstruction|>', '<|endofcompletion|>','<|pad|>'`)\n",
        "4. Create demonstrations by prepending the special tokens.\n",
        "5. Calculate the maximum length (in tokens) that the demonstrations have."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 389,
          "referenced_widgets": [
            "2c805c0339984b538b24b83c3e950c51",
            "e64a1efdc51f4df6a59a578a3ca3cb97",
            "8b89fb1a599e44eb853b4c8c72cd804f",
            "778f5d3c7d554bf2af4d2a8c9e959dc5",
            "27a81e4c97664cb1be0625cb3e4bab26",
            "6678e6d41b554bb5bd20eebd02730c9c",
            "35ce93a5eab54235bd5690c2682484f3",
            "23bbca557a7a41f997768874eb39764b",
            "92c2ddfa49224948b99b6226fc1a032d",
            "fdb52094f79a4e4c90f8acab51857126",
            "159f4118e2134704a0f37449f558a8a5",
            "cc3d749491534a549f13a3f120941b60",
            "d44f310a3f0f45b0bd74471723ecf450",
            "77ba537e763441a282157e8448294ae0",
            "493eb1aa3b354bf48a29ec8007c966df",
            "7f1dedd1aa2a407eb6674e53a90a1d0d",
            "62ba985a7d2e4a2d9077c5a9cbbe2939",
            "241af2b68527472caf63372eff0e1f34",
            "ec8100cdd21f45fa8ee4733df873bd52",
            "d1f5355b586c434488781cca0cdc609f",
            "2cfc869311da4d35ac95822bf749d6db",
            "1d69ca77ca124054aea2e52708cd609e",
            "15e314dc0f734d1199f3b7a5efaba738",
            "07f6cce2ec264b41a922a0296d658973",
            "8d2bc4e79f28455e9e12f88f68db7ec7",
            "13409419c5dd4a7989dd03603794b3d1",
            "30741a807ebb4c22a9fc31a65a62e352",
            "f9a1d4ccc5d5473c8d8802ef8425b33b",
            "d8b2846cf2c04f34954e5bf279b0bf05",
            "d2e9351dcff64cf0a12f5f52bf34b363",
            "34aab5ac63594b3488638f6ea480276b",
            "9706de596d5d42a0a54be9fa1fd21196",
            "756a10fc01c640f7bf65a2a1cf539794",
            "007b284a4dfb4c49a9046b0c831faee3",
            "e1b9792f7ddc4360ad144ff7bffdc241",
            "d7dfcf2a4587466d903f5de4f9636b3a",
            "59071b50822f45a69175849ecb537e25",
            "b12c5644975b4943b44cc26426e60bc4",
            "ee594d5211b1475a98132eeec10e9bbe",
            "11ff7a91f3534eb29608913cb446708e",
            "770a321003b945598255ba818cbcc514",
            "638929f3d9074d45b054362b6b4bc892",
            "0ba86f9a50f04f048dd2d464a0c1ca9e",
            "27d1c6a9da3c487894eedbce7a5869ff",
            "d60969ab7145423c85a29908540a834d",
            "63c41efa295346108944d34206dd2a20",
            "7c99b8e3acd94512ba0f58ff0f497208",
            "629007a626be44d687657e2d103fe05c",
            "68cf77cb6128454d8b74f3abf044521e",
            "0219aee5b759454eb0760043ae0346dd",
            "7d468ba510a044bab4d70fcd4d11ebbc",
            "fb244c3864e945eaa2e2f2e7c7f3cca6",
            "650bf64c53964f379ee790ed0c319ce0",
            "2dd1bd69b6af4acab5fa5b88cf67c239",
            "f5c5d10f7c574c739f31b80ee4829601"
          ]
        },
        "id": "hfu84fWIv4f9",
        "outputId": "f292a43d-714a-455d-e431-876fa8df4a9a"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "2c805c0339984b538b24b83c3e950c51",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)olve/main/vocab.json:   0%|          | 0.00/850k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "cc3d749491534a549f13a3f120941b60",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)olve/main/merges.txt:   0%|          | 0.00/508k [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "15e314dc0f734d1199f3b7a5efaba738",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)cial_tokens_map.json:   0%|          | 0.00/120 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "007b284a4dfb4c49a9046b0c831faee3",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)okenizer_config.json:   0%|          | 0.00/92.0 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "d60969ab7145423c85a29908540a834d",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading (…)lve/main/config.json:   0%|          | 0.00/666 [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Total number of demonstrations:  41815\n",
            "The longest demonstration is 526 tokens long.\n"
          ]
        }
      ],
      "source": [
        "from transformers import GPT2Tokenizer\n",
        "\n",
        "model = \"pierreguillou/gpt2-small-portuguese\" \n",
        "model_size = \"PT-124M\" \n",
        "\n",
        "tokenizer = GPT2Tokenizer.from_pretrained(model,\n",
        "                                          bos_token='<|startofinstruction|>', \n",
        "                                          sep_token = '<|endofinstruction|>',\n",
        "                                          eos_token='<|endofcompletion|>', \n",
        "                                          pad_token='<|pad|>') \n",
        "\n",
        "df['demonstrations'] = tokenizer.bos_token + df['prompt'] + tokenizer.sep_token + df['completion'] + tokenizer.eos_token\n",
        "\n",
        "df['length'] = df['demonstrations'].apply(lambda x: len(tokenizer.encode(x)))\n",
        "\n",
        "print(\"Total number of demonstrations: \", len(df))\n",
        "print(f\"The longest demonstration is {df['length'].max()} tokens long.\")"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wkMO17K5e8rs"
      },
      "source": [
        "6. Create the Dataset class."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "WlbAfMQ4v4gA"
      },
      "outputs": [],
      "source": [
        "import torch\n",
        "from torch.utils.data import Dataset\n",
        "\n",
        "max_length = 530\n",
        "\n",
        "class InstructDataset(Dataset):\n",
        "\n",
        "  def __init__(self, demonstrations, tokenizer, max_length=max_length):\n",
        "\n",
        "    self.tokenizer = tokenizer\n",
        "    self.input_ids = []\n",
        "    self.attn_masks = []\n",
        "\n",
        "    for demo in demonstrations:\n",
        "\n",
        "      encodings_dict = tokenizer(demo,\n",
        "                                 truncation=True,\n",
        "                                 max_length=max_length,\n",
        "                                 padding=\"max_length\")\n",
        "\n",
        "      self.input_ids.append(torch.tensor(encodings_dict['input_ids']))\n",
        "      self.attn_masks.append(torch.tensor(encodings_dict['attention_mask']))\n",
        "\n",
        "  def __len__(self):\n",
        "    return len(self.input_ids)\n",
        "\n",
        "  def __getitem__(self, idx):\n",
        "    return self.input_ids[idx], self.attn_masks[idx]\n",
        "\n",
        "dataset = InstructDataset(df.demonstrations.to_list(), tokenizer, max_length=max_length)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "vSqKuRjIe8ru"
      },
      "source": [
        "7. Create the `DataLoaders` and specify the `batch_size`."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "cUkCNV-6v4gG"
      },
      "outputs": [],
      "source": [
        "from torch.utils.data import DataLoader, RandomSampler\n",
        "\n",
        "dataloader = DataLoader(\n",
        "            dataset,\n",
        "            sampler=RandomSampler(dataset),\n",
        "            batch_size=24, \n",
        "        )"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "0vxvcTIHe8rv"
      },
      "source": [
        "8. Load the base model (`GPT2LMHeadModel`)."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 583,
          "referenced_widgets": [
            "ff0e11346fda4392819bb9b5123e3989",
            "b06a3e2538254a78991f95d3d31de001",
            "ddc91a3219094cdd8f22c568c1c9b6ef",
            "10241c0b2a9946e08aa62d93d365f8d8",
            "6a4faf32ef294b62b59f170241b80f1a",
            "0853892b946f4cdd8097755475ccaae7",
            "8bddb5a22d2340f189b4fc5cafb8d1c1",
            "2671dc07c313468693430f8d122b9a1e",
            "080a67780d24432b89feec7e4e206ca2",
            "0501397637f94f108258555c8577fa8a",
            "44d1bbc1d11044d0a37c9ef0ebd8c2fd"
          ]
        },
        "id": "Rmg-5YJqv4gH",
        "outputId": "129e6f8a-c5bc-4ca6-9a63-8bc0484ba683"
      },
      "outputs": [
        {
          "data": {
            "application/vnd.jupyter.widget-view+json": {
              "model_id": "ff0e11346fda4392819bb9b5123e3989",
              "version_major": 2,
              "version_minor": 0
            },
            "text/plain": [
              "Downloading pytorch_model.bin:   0%|          | 0.00/510M [00:00<?, ?B/s]"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "You are resizing the embedding layer without providing a `pad_to_multiple_of` parameter. This means that the new embedding dimension will be 50261. This might induce some performance reduction as *Tensor Cores* will not be available. For more details about this, or help on choosing the correct value for resizing, refer to this guide: https://docs.nvidia.com/deeplearning/performance/dl-performance-matrix-multiplication/index.html#requirements-tc\n"
          ]
        },
        {
          "data": {
            "text/plain": [
              "GPT2LMHeadModel(\n",
              "  (transformer): GPT2Model(\n",
              "    (wte): Embedding(50261, 768)\n",
              "    (wpe): Embedding(1024, 768)\n",
              "    (drop): Dropout(p=0.1, inplace=False)\n",
              "    (h): ModuleList(\n",
              "      (0-11): 12 x GPT2Block(\n",
              "        (ln_1): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
              "        (attn): GPT2Attention(\n",
              "          (c_attn): Conv1D()\n",
              "          (c_proj): Conv1D()\n",
              "          (attn_dropout): Dropout(p=0.1, inplace=False)\n",
              "          (resid_dropout): Dropout(p=0.1, inplace=False)\n",
              "        )\n",
              "        (ln_2): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
              "        (mlp): GPT2MLP(\n",
              "          (c_fc): Conv1D()\n",
              "          (c_proj): Conv1D()\n",
              "          (act): NewGELUActivation()\n",
              "          (dropout): Dropout(p=0.1, inplace=False)\n",
              "        )\n",
              "      )\n",
              "    )\n",
              "    (ln_f): LayerNorm((768,), eps=1e-05, elementwise_affine=True)\n",
              "  )\n",
              "  (lm_head): Linear(in_features=768, out_features=50261, bias=False)\n",
              ")"
            ]
          },
          "execution_count": 7,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "from transformers import GPT2LMHeadModel, GPT2Config\n",
        "\n",
        "configuration = GPT2Config.from_pretrained(model, output_hidden_states=False)\n",
        "\n",
        "model = GPT2LMHeadModel.from_pretrained(model, config=configuration)\n",
        "model.resize_token_embeddings(len(tokenizer))\n",
        "\n",
        "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
        "\n",
        "model.to(device)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "XAoXD7GVYMN_"
      },
      "source": [
        "9. Freeze some of the layers for constrained fine-tuning. This allows the model to retain some of its original capabilities after the tuning."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MJA-WOoHZePn",
        "outputId": "e2d37189-737e-4f72-c4d7-af616eaa7417"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Number of transformer blocks in the model:  12\n",
            "Number of transformer blocks to  un-freeze:  6\n",
            "Number of frozen layers: 73\n",
            "Number of trainable layers: 75\n"
          ]
        }
      ],
      "source": [
        "UNFREEZE_LAST_N = 6 #6, 6, 9, 12\n",
        "\n",
        "print(\"Number of transformer blocks in the model: \", model.config.num_hidden_layers)\n",
        "print(\"Number of transformer blocks to  un-freeze: \", UNFREEZE_LAST_N)\n",
        "\n",
        "for parameter in model.parameters():\n",
        "    parameter.requires_grad = False\n",
        "\n",
        "for i, m in enumerate(model.transformer.h):\n",
        "    #Only un-freeze the last n transformer blocks\n",
        "    if i+1 > model.config.num_hidden_layers - UNFREEZE_LAST_N:\n",
        "        for parameter in m.parameters():\n",
        "            parameter.requires_grad = True\n",
        "\n",
        "        for parameter in model.transformer.ln_f.parameters():\n",
        "            parameter.requires_grad = True\n",
        "\n",
        "        for parameter in model.lm_head.parameters():\n",
        "            parameter.requires_grad = True\n",
        "\n",
        "num_frozen_layers = sum(1 for parameter in model.parameters() if not parameter.requires_grad)\n",
        "num_trainable_layers = sum(1 for parameter in model.parameters() if parameter.requires_grad)\n",
        "\n",
        "print(\"Number of frozen layers:\", num_frozen_layers)\n",
        "print(\"Number of trainable layers:\", num_trainable_layers)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "GJ1kH3uSe8rw"
      },
      "source": [
        "10. Set the training hyperparameters."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "qlbLg6tqv4gI"
      },
      "outputs": [],
      "source": [
        "from transformers import get_linear_schedule_with_warmup\n",
        "\n",
        "# training rounds\n",
        "epochs = 5 # 5, 3, 2, 2\n",
        "\n",
        "# steps at the start of training that are ignored\n",
        "warmup_steps = 1e2\n",
        "\n",
        "# sample the model to test the output\n",
        "sample_every = 400\n",
        "\n",
        "optimizer = torch.optim.AdamW(model.parameters(), lr = 5e-4, eps = 1e-8)\n",
        "\n",
        "# total steps = number of batches * number of epochs\n",
        "total_steps = len(dataloader) * epochs\n",
        "\n",
        "# create the learning rate scheduler\n",
        "scheduler = get_linear_schedule_with_warmup(optimizer,\n",
        "                                            num_warmup_steps = warmup_steps,\n",
        "                                            num_training_steps = total_steps)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "nz1a9lxXe8rw"
      },
      "source": [
        "11. Training/Validation loop. Track the carbon emissions of your work by using `codecarbon`. 🌱"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "_X_m8XOtv4gR",
        "outputId": "750e03da-bd16-4526-ec4e-6859a0191037"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Beginning epoch 1 of 5\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 23%|██▎       | 400/1743 [05:00<16:37,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 400 of 1743. Loss:1.0064500570297241.\n",
            "\n",
            "\n",
            "Example output: Qual é o processo químico da fotossíntese.As reações químicas envolvidas na fotossíntese são chamadas de clorofila, que é a base de todos os cloroplastos que estão dentro da clorofila. Embora as reações químicas da fotossíntese possam variar, geralmente a fotossíntese é feita por enzimas químicas chamadas clorofila. Algumas reações químicas mais comuns incluem:\n",
            "\n",
            "1.3.2.9.2.\n",
            "2.1.1.2.6.\n",
            "2.1.2.4.6.\n",
            "2.1.2.5.6.\n",
            "2.1\n",
            "2.2.3.1.\n",
            "2.2.3.2.\n",
            "2.1.2.3.3.\n",
            "\n",
            "Os principais processos industriais de produção de clorofila são a fermentação, a desflorestação e a decomposição. Esses processos são vitais para a energia luminosa, que é a base de todas as moléculas orgânicas, como\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 46%|████▌     | 800/1743 [10:01<11:40,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 800 of 1743. Loss:1.0819954872131348.\n",
            "\n",
            "\n",
            "Example output: Quais ingredientes eu preciso para fazer um bolo de chocolate.Fazer um bolo de chocolate é uma ótima maneira de criar memórias de uma vez que não precisa da consistência de uma variedade favorita. Aqui estão alguns ingredientes essenciais que você pode precisar para fazer um bolo de chocolate:\n",
            "\n",
            "- farinha: Leve uma mistura de farinha, açúcar e água fervente, como leite ou água pura.\n",
            "- espaguete: Pré-aqueça os bolos com uma frigideira macia de trigo e misture-o com água fria.\n",
            "- queijo: Prepare o bolo com manteiga, onças ou manteiga derretida. Se estiver usando leite e laticínios, adicione sal e pimenta.\n",
            "- banana: Escolha uma banana roxa e misture em uma panela ou wok fervente. É importante observar que os bolos de chocolate podem ser muito macios e ser fáceis de serem preparados com um pouco de açúcar e leite.\n",
            "- manteiga ou leite: A manteiga adiciona uma\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 69%|██████▉   | 1200/1743 [15:01<06:43,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1200 of 1743. Loss:0.923604428768158.\n",
            "\n",
            "\n",
            "Example output: Como pode “artificial” ser definido em termos mais simples?A inteligência artificial, ou IA, refere-se ao desenvolvimento e desenvolvimento de sistemas de inteligência artificial que podem compreender e tomar decisões sem as limitações impostas pelos humanos e pelos máquinas. Ele pode, em última análise, ser definida como uma forma hipotética de criar um mundo melhor em termos de como as pessoas agem, se o mundo é maior ou menor. O objetivo é aumentar a produtividade, a satisfação, o bem-estar geral e o bem-estar geral dos indivíduos. Além disso, os sistemas podem aprender e ajustar às suas preferências, adaptar suas estratégias e navegar de acordo com as necessidades dos humanos, o que ajuda a maximizar as suas capacidades e capacidades.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 1600/1743 [20:01<01:46,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1600 of 1743. Loss:1.0034751892089844.\n",
            "\n",
            "\n",
            "Example output: Preciso de ajuda para criar um orçamento eficaz para minha família.Criar um orçamento bem-sucedido para sua família é um passo importante para apoiar a estabilidade financeira e administrar seu trabalho em casa. Aqui estão algumas etapas que você pode seguir:\n",
            "\n",
            "1. Estabeleça metas financeiras claras: Defina seus objetivos e horizonte de tempo. Procure aumentar sua receita e atingir seus objetivos com mais eficiência.\n",
            "\n",
            "2. Acompanhe suas despesas: Agrupe seus gastos de forma consistente e alinhada. Isso o ajudará a alocar seus fundos para poupanças ou investimentos, aumentar as contribuições mensais e economizar dinheiro a longo prazo.\n",
            "\n",
            "3. Priorize o pagamento da dívida: Proteger seus gastos em categorias essenciais, como pagamentos mensais de empréstimos, assinaturas e dívidas. Além disso, priorize a educação da sua família, a habitação e as atividades que você procura na escola.\n",
            "\n",
            "Lembre-se de que criar um orçamento é um processo pessoal e pode\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 1743/1743 [21:49<00:00,  1.33it/s]\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Average Training Loss: 1.085801151006713.\n",
            "\n",
            "\n",
            "Beginning epoch 2 of 5\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 23%|██▎       | 400/1743 [04:57<16:37,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 400 of 1743. Loss:0.8146286606788635.\n",
            "\n",
            "\n",
            "Example output: Qual é o papel da indução de Solomonoff no aprendizado de máquina?A indução de Solomonoff, também conhecida como AIXI, é um livro de estudo teórico e influente usado pelo aprendizado de máquina para explorar os princípios subjacentes à teoria da decisão.\n",
            "\n",
            "O objetivo do AIXI é gerar uma solução de uma equação diferencial que não linear seja simétrica, mas sim simétrica, ou seja, a combinação de duas variáveis ​​(x, y) representando a probabilidade de tomar decisões anteriores. Este conceito é então usado para gerar uma nova solução que não linear seja simétrica, mas sim simétrica, de um conjunto de princípios matemáticos chamado Equilíbrio de Nash ou IMD.\n",
            "\n",
            "Na teoria da decisão, existem dois lados, o lado normal e o lado positivo. A indução IMD tem duas propriedades:\n",
            "\n",
            "1. Consequências: a função de perda é zero se as variáveis não estiverem relacionadas e são verdadeiras em todo o conjunto. Isso permite que os pesos\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 46%|████▌     | 800/1743 [09:56<11:40,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 800 of 1743. Loss:0.9168642163276672.\n",
            "\n",
            "\n",
            "Example output: Qual é a diferença entre matéria escura e energia escura?A matéria escura (M12) e a energia escura (GD12) são tipos de partículas que compõem os materiais da Terra, mas diferem em sua composição, energia e potencial.\n",
            "\n",
            "Por outro lado, a energia escura (H2S) e a energia luminosa (H3S) são ondas de luz que viajam através do espaço em ondas de luz. As ondas de luz viajam através da atmosfera da Terra para fora do nosso corpo, a menos que seja significativamente afetada pelo espaço. A energia luminosa, por outro lado, é um tipo mais diversificado de energia escura.\n",
            "\n",
            "As moléculas de água condensada, as calorias em água ou outros líquidos e o carbono em água condensada, também são compostas principalmente de moléculas complexas e densas chamadas gases de efeito estufa.\n",
            "\n",
            "As partículas de poeira são uma classe mais ampla de partículas que podem formar subatmosfera. Estas partículas podem ser formadas usando materiais orgânicos como a\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 69%|██████▉   | 1200/1743 [14:56<06:43,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1200 of 1743. Loss:0.9940746426582336.\n",
            "\n",
            "\n",
            "Example output: Qual é o papel dos anteriores no infra-bayesianismo?O infra-bayesianismo é um ramo da filosofia da linguagem e da economia que se concentra no estudo de como compreender as limitações das evidências e como abordar as implicações das próprias declarações, decisões e crenças da linguagem. É usado em áreas como a semântica, a lógica e a concordância de diferentes pontos de vista, para compreender como as declarações são feitas, se são verdadeiras ou falsas. O infra-bayesianismo investiga a natureza das próprias declarações, as limitações das evidências, a importância de uma linguagem de inferência e o impacto social no contexto em que as declarações são feitas. A linguagem ajuda as pessoas a fazer julgamentos e avaliar criticamente os seus valores.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 1600/1743 [19:56<01:46,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1600 of 1743. Loss:0.8641287684440613.\n",
            "\n",
            "\n",
            "Example output: Quais são os diferentes tipos de algoritmos de pesquisa.Existem vários tipos de algoritmos de pesquisa, cada um com sua próprias vantagens e finalidades. Aqui estão alguns tipos comuns:\n",
            "\n",
            "1. Lógica Artificial: envolve determinar o valor verdadeiro das variáveis ​​(tantas, valores de entrada e saídas) com base em dados observados.\n",
            "\n",
            "2. Matriz Artificial: envolve analisar o valor das variáveis ​​para determinar a precisão das previsões.\n",
            "\n",
            "3. Generalização: Examina o conceito de utilidade, utilidade e utilidade em dados.\n",
            "\n",
            "4. Previsão: Avalia o desempenho de uma tarefa considerando a classificação do problema em diferentes domínios, considerando o custo de cada etapa e o número de variáveis ​​que correspondem.\n",
            "\n",
            "5. Sistemas de recomendação: Examine algoritmos para identificar e categorizar mensagens, como recomendações de mídias sociais, listas de usuários e avaliações on-line.\n",
            "\n",
            "6. Matriz de decisão: avalia o valor das variáveis ​​para determinar sua utilidade\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 1743/1743 [21:44<00:00,  1.34it/s]\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Average Training Loss: 0.8430720605490472.\n",
            "\n",
            "\n",
            "Beginning epoch 3 of 5\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 23%|██▎       | 400/1743 [04:57<16:38,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 400 of 1743. Loss:0.6807011961936951.\n",
            "\n",
            "\n",
            "Example output: Quais instituições de caridade ajudam a proteger o meio ambiente.Existem várias instituições de caridade de renome que são importantes para o meio ambiente. Aqui estão alguns exemplos:\n",
            "\n",
            "1. Instituto Nacional de Pesquisa Ambiental (NAP)\n",
            "2. Instituto de Pesquisa Ambiental (ASE)\n",
            "3. Programa de Parcerias de Turismo Ambiental (PPAs)\n",
            "4. Fundo Mundial da Saúde Global (WWF)\n",
            "5. Fundo de Transporte e Turismo Mundial (OTC)\n",
            "6. Universidade de Waterloo, Reino Unido\n",
            "7. UNICEF\n",
            "8. Banco Mundial\n",
            "9. Fundo de Meio Ambiente (MoINA)\n",
            "10. Fundo de Transporte e Vida Selvagem (FPUFL)\n",
            "\n",
            "É importante notar que a questão ambiental é um assunto complexo e multifacetado e há muitas organizações que trabalham na protecção do meio ambiente.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 46%|████▌     | 800/1743 [09:56<11:40,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 800 of 1743. Loss:0.7792087197303772.\n",
            "\n",
            "\n",
            "Example output: Como posso me tornar um influenciador no Instagram.Tornar-se um influenciador no Instagram pode ser uma jornada emocionante. Aqui estão algumas etapas para ajudá-lo a começar:\n",
            "\n",
            "1. Configure uma marca ou canal: Selecione uma marca ou canal no Instagram e seja criativo. Você pode usar elementos como engrenagens de engrenagem, quadrados ou marcadores para adicionar interesse visual. Você também pode seguir contas do Instagram ou pesquisar influenciadores do seu nicho para se manter atualizado sobre as tendências e as dicas mais recentes.\n",
            "\n",
            "2. Defina seu público: determine quem você deseja alcançar através do Instagram. Os influenciadores podem ter um alcance significativo no Instagram, seja por meio de hashtags, projetos em mídias sociais, colaborações ou grupos de mídia social.\n",
            "\n",
            "3. Crie conteúdo envolvente: inclua conteúdo informativo, divertido e envolvente que os inspirem. Escolha uma música, assista a um vídeo ou toque de chama de voz para tornar seu\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 69%|██████▉   | 1200/1743 [14:57<06:43,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1200 of 1743. Loss:0.7952491044998169.\n",
            "\n",
            "\n",
            "Example output: Qual é a melhor maneira de lidar com uma conversa difícil.Ao lidar com uma conversa difícil, aqui estão algumas sugestões úteis:\n",
            "\n",
            "1. Encontre pontos em comum: Identifique claramente o que o incomoda e tente encontrar uma causa subjacentes que se encaixem no ponto em comum.\n",
            "\n",
            "2. Reflita sobre seus sentimentos: Reflita sobre a situação, preocupações ou desafios que você enfrentou. Isso o ajudará a desenvolver uma melhor compreensão de sua perspectiva e desenvolver uma solução.\n",
            "\n",
            "3. Encontre pontos em comum: procure pontos em comum em comum. Pode ser uma conversa, uma oportunidade de autoavaliação ou um trabalho em equipe.\n",
            "\n",
            "4. Prepare soluções: Avalie diferentes maneiras de abordar a situação com base na sua perspectiva, experiências e experiência. Essas soluções podem ajudar a criar uma perspectiva clara e ajudar a enfrentar a situação de forma mais eficaz.\n",
            "\n",
            "5. Faça perguntas abertas: Ao responder a uma variedade de questões,\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 1600/1743 [19:57<01:46,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1600 of 1743. Loss:0.8452047109603882.\n",
            "\n",
            "\n",
            "Example output: Quero aprender um novo instrumento, mas não tenho certeza do que devo fazer. Quais instrumentos são mais populares.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 1743/1743 [21:43<00:00,  1.34it/s]\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Average Training Loss: 0.7555728154796605.\n",
            "\n",
            "\n",
            "Beginning epoch 4 of 5\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 23%|██▎       | 400/1743 [04:57<16:37,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 400 of 1743. Loss:0.6579100489616394.\n",
            "\n",
            "\n",
            "Example output: Quais são os melhores métodos para conseguir uma promoção.Conseguir uma promoção pode ser um processo emocionante e desafiador. Aqui estão alguns métodos que podem ajudá-lo em sua busca de promoção:\n",
            "\n",
            "1. Repetir de forma consistente: É importante atualizar regularmente sua rede profissional e suas habilidades. Participe de eventos e feiras para conhecer profissionais que possam oferecer oportunidades de promoção.\n",
            "\n",
            "2. Networking e eventos do setor: Participe de eventos do setor e conferências do setor que possam fornecer informações sobre oportunidades de promoção. Junte-se a associações de promoção ou participe de fóruns para se conectar com pessoas que já atuam com oportunidades de emprego.\n",
            "\n",
            "3. Plataformas online e plataformas de networking profissional: Utilize plataformas de networking profissional como o LinkedIn, o LinkedInOacker ou o LinkedInForrest para se conectar com profissionais que já atuam em seu setor. Essas plataformas podem ser uma fonte valiosa de oportunidades\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 46%|████▌     | 800/1743 [09:57<11:40,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 800 of 1743. Loss:0.660188615322113.\n",
            "\n",
            "\n",
            "Example output: Como posso melhorar minhas habilidades em engenharia.Melhorar suas habilidades de engenharia envolve a prática consistente, a dedicação e a aplicação de estratégias que funcionem para você. Aqui estão algumas dicas:\n",
            "\n",
            "1. Estabeleça metas claras e realistas: defina claramente o que você deseja realizar em engenharia, seja projetando um site, desenvolvendo aplicativos móveis ou resolver problemas complexos. Definir metas específicas e mensuráveis ​​sojudará você a se manter motivado.\n",
            "\n",
            "2. Faça anotações e tarefas diárias: Anote seu projeto, marcos e resultados importantes. Isso o ajudará a se manter organizado e a manter o foco durante todo o processo de engenharia.\n",
            "\n",
            "3. Pratique regularmente: Consistência é fundamental. Reserve um tempo dedicado todos os dias para estudar, praticar e revisar suas habilidades. A prática regular, mesmo que seja por períodos mais longos, pode melhorar a retenção e a eficácia.\n",
            "\n",
            "4. Divida as tarefas em etapas menores: Tarefas grandes podem\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 69%|██████▉   | 1200/1743 [14:57<06:43,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1200 of 1743. Loss:0.6905452013015747.\n",
            "\n",
            "\n",
            "Example output: Qual a melhor forma de economizar dinheiro e investi-lo.Economizar dinheiro e investir podem ser benéficos para muitas pessoas. Aqui estão algumas estratégias que você pode considerar para economizar dinheiro e investi-lo:\n",
            "\n",
            "1. Crie um orçamento: comece monitorando suas receitas e despesas para entender para onde está indo seu dinheiro e fazer os ajustes necessários.\n",
            "\n",
            "2. Estabeleça metas de poupança: determine suas metas de poupança de curto e longo prazo. Ao priorizar suas economias, você pode trabalhar para atingir seus objetivos.\n",
            "\n",
            "3. Invista em uma conta poupança: Configure uma conta poupança dedicada que esteja alinhada com suas economias e seja fácil de manter. Procure economizar pelo menos 10-20% de sua renda, mas ainda permita algum dinheiro para emergências ou fundos de aposentadoria.\n",
            "\n",
            "Lembre-se de que economizar dinheiro requer disciplina e disciplina. Ao implementar essas estratégias e trabalhar no sentido de aumentar seus próprios retornos ao longo do tempo\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 1600/1743 [19:57<01:46,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1600 of 1743. Loss:0.7481504082679749.\n",
            "\n",
            "\n",
            "Example output: Quantas pessoas morreram em consequência da peste?\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 1743/1743 [21:45<00:00,  1.33it/s]\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Average Training Loss: 0.6926399804844093.\n",
            "\n",
            "\n",
            "Beginning epoch 5 of 5\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 23%|██▎       | 400/1743 [04:57<16:37,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 400 of 1743. Loss:0.5572178363800049.\n",
            "\n",
            "\n",
            "Example output: O que é Otimização de Política Proximal (PPO) e como ela é usada na aprendizagem por reforço?Otimização Política Proximal (PPO) é um algoritmo de aprendizado de máquina popular usado principalmente na aprendizagem por reforço. É um método de otimização que visa otimizar os pesos dos processos de tomada de decisão entre diferentes agentes. PPO é baseado na pesquisa que gerou o algoritmo PPO.\n",
            "\n",
            "A implementação do PPO em uma aprendizagem por reforço envolve duas etapas principais:\n",
            "\n",
            "1. Configuração do modelo: O processo de treinamento envolve o ajuste do seu modelo com base em fatores externos, como recursos, crenças e hábitos de mercado. Isso envolve o ajuste de parâmetros e restrições para alcançar um desempenho ideal.\n",
            "\n",
            "2. Treinamento na fase ativa: Após a fase ativa, os agentes são treinados em um conjunto selecionado aleatoriamente de ações ponderadas. O agente que recebe ações com base nos dados observados na fase ativa deve ter um bom desempenho para\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 46%|████▌     | 800/1743 [09:56<11:40,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 800 of 1743. Loss:0.5685328841209412.\n",
            "\n",
            "\n",
            "Example output: Preciso de uma lista das melhores plantas de jardim que ficarão bem em áreas sombreadas.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 69%|██████▉   | 1200/1743 [14:56<06:43,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1200 of 1743. Loss:0.6094163656234741.\n",
            "\n",
            "\n",
            "Example output: Qual é o gênero musical mais popular do mundo.Em 2021, o gênero musical mais popular do mundo é conhecido como Pop/Pop/Rap, que abrange uma ampla gama de gêneros musicais. O gênero tem um ritmo acelerado e acelerado, com artistas e artistas ultrapassando fronteiras da música tradicional e explorando novas fronteiras. É importante observar que o cenário musical pode mudar, à medida que novas tendências musicais surgem.\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            " 92%|█████████▏| 1600/1743 [19:54<01:46,  1.35it/s]"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Batch 1600 of 1743. Loss:0.8100098967552185.\n",
            "\n",
            "\n",
            "Example output: Quais são algumas maneiras de aproveitar as sobras.Existem diversas maneiras de aproveitar as sobras. Aqui estão algumas sugestões:\n",
            "\n",
            "1. Rever: Prepare-se para cobrir cuidadosamente suas sobras. Certifique-se de ter as sobras sobras de tamanho adequado. Gire-os suavemente do teto, mas não ao ar livre, para criar um espaço mais fresco e seco.\n",
            "\n",
            "2. Cobertura morta: aplique uma camada de cobertura morta orgânica, como lascas de madeira ou palha, na parte superior das sobras para proteger as fibras dos móveis e dos galhos. Aplique o cobertura em direção ao teto e use uma espátula para criar um ponto focal.\n",
            "\n",
            "3. Destrezamentos: Adicionar dimmers ou tinta pode ajudar a criar ilusão de profundidade. Preencha as lacunas com fita métrica ou papel alumínio, em torno de um botão ou aba. Coloque o canto superior direito e esquerdo da\n",
            "\n"
          ]
        },
        {
          "name": "stderr",
          "output_type": "stream",
          "text": [
            "100%|██████████| 1743/1743 [21:43<00:00,  1.34it/s]\n"
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Average Training Loss: 0.6459957749523517.\n",
            "\n",
            "Training complete!\n"
          ]
        },
        {
          "data": {
            "text/plain": [
              "('/content/Aira-2-portuguese-124M/tokenizer_config.json',\n",
              " '/content/Aira-2-portuguese-124M/special_tokens_map.json',\n",
              " '/content/Aira-2-portuguese-124M/vocab.json',\n",
              " '/content/Aira-2-portuguese-124M/merges.txt',\n",
              " '/content/Aira-2-portuguese-124M/added_tokens.json')"
            ]
          },
          "execution_count": 10,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "from codecarbon import EmissionsTracker\n",
        "import tqdm\n",
        "import os\n",
        "\n",
        "output_dir = f'/content/{project}'\n",
        "\n",
        "tracker = EmissionsTracker(\n",
        "    project_name=\"Aira_emissions\",\n",
        "    log_level=\"critical\",\n",
        "    output_dir=output_dir,\n",
        "    output_file=\"Aira_emissions.csv\",\n",
        ")\n",
        "\n",
        "training_stats = []\n",
        "\n",
        "tracker.start()\n",
        "for epoch_i in range(0, epochs):\n",
        "\n",
        "    print(f'\\nBeginning epoch {epoch_i + 1} of {epochs}\\n')\n",
        "\n",
        "    total_train_loss = 0\n",
        "\n",
        "    model.train()\n",
        "\n",
        "    for step, batch in enumerate(tqdm.tqdm(dataloader)):\n",
        "\n",
        "        b_input_ids = batch[0].to(device)\n",
        "        b_labels = batch[0].to(device)\n",
        "        b_masks = batch[1].to(device)\n",
        "\n",
        "        model.zero_grad()\n",
        "\n",
        "        outputs = model(b_input_ids,\n",
        "                        labels=b_labels,\n",
        "                        attention_mask = b_masks)\n",
        "\n",
        "        loss = outputs[0]\n",
        "\n",
        "        batch_loss = loss.item()\n",
        "        total_train_loss += batch_loss\n",
        "\n",
        "        if step % sample_every == 0 and not step == 0:\n",
        "\n",
        "            print(f'\\nBatch {step} of {len(dataloader)}. Loss:{batch_loss}.\\n')\n",
        "\n",
        "            model.eval()\n",
        "\n",
        "            inputs = tokenizer(tokenizer.bos_token + df.prompt.sample().iloc[0] + tokenizer.eos_token, return_tensors=\"pt\").to(device)\n",
        "\n",
        "            sample_outputs = model.generate(**inputs,\n",
        "                                bos_token_id=tokenizer.bos_token_id,\n",
        "                                pad_token_id=tokenizer.pad_token_id,\n",
        "                                eos_token_id=tokenizer.eos_token_id,\n",
        "                                do_sample=True,\n",
        "                                top_k=50,\n",
        "                                max_length = 200,\n",
        "                                top_p=0.95,\n",
        "                                num_return_sequences=1)\n",
        "\n",
        "            for i, sample_output in enumerate(sample_outputs):\n",
        "                  print(f'\\nExample output: {tokenizer.decode(sample_output, skip_special_tokens=True)}\\n')\n",
        "\n",
        "            model.train()\n",
        "\n",
        "        loss.backward()\n",
        "\n",
        "        optimizer.step()\n",
        "\n",
        "        scheduler.step()\n",
        "\n",
        "    avg_train_loss = total_train_loss / len(dataloader)\n",
        "\n",
        "\n",
        "    print(f'\\nAverage Training Loss: {avg_train_loss}.\\n')\n",
        "\n",
        "\n",
        "    training_stats.append(\n",
        "        {\n",
        "            'epoch': epoch_i + 1,\n",
        "            'Training Loss': avg_train_loss,\n",
        "        }\n",
        "    )\n",
        "\n",
        "tracker.stop()\n",
        "print(\"Training complete!\")\n",
        "\n",
        "df_stats = pd.DataFrame(data=training_stats)\n",
        "df_stats = df_stats.set_index('epoch')\n",
        "df_stats.to_parquet(f\"{output_dir}/training_stats.parquet\", compression=\"gzip\")\n",
        "\n",
        "rng_state = torch.get_rng_state()\n",
        "torch.save(rng_state, f\"{output_dir}/rng_state.pt\")\n",
        "torch.save(scheduler.state_dict(), f\"{output_dir}/scheduler.pt\")\n",
        "torch.save(optimizer.state_dict(), f\"{output_dir}/optimizer.pt\")\n",
        "\n",
        "model_to_save = model.module if hasattr(model, 'module') else model\n",
        "model_to_save.save_pretrained(output_dir)\n",
        "model_to_save.save_pretrained(output_dir, safe_serialization=True)\n",
        "tokenizer.save_pretrained(output_dir)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "h48iOsqie8rx"
      },
      "source": [
        "12. Check the training stats and plot the learning curves."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 368
        },
        "id": "J1-hAY9Av4gT",
        "outputId": "38e6731c-21fa-4129-8474-982a082c33e8"
      },
      "outputs": [
        {
          "data": {
            "image/png": "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",
            "text/plain": [
              "<Figure size 1200x600 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "import pandas as pd\n",
        "import seaborn as sns\n",
        "import matplotlib.pyplot as plt\n",
        "\n",
        "df_stats = pd.read_parquet(f\"{output_dir}/training_stats.parquet\")\n",
        "\n",
        "sns.set(style='darkgrid')\n",
        "\n",
        "sns.set(font_scale=1.5)\n",
        "plt.rcParams[\"figure.figsize\"] = (12,6)\n",
        "\n",
        "plt.plot(df_stats['Training Loss'], 'b-o', label=\"Training\")\n",
        "\n",
        "plt.title(\"Training Loss\")\n",
        "plt.xlabel(\"Epoch\")\n",
        "plt.ylabel(\"Loss\")\n",
        "plt.legend()\n",
        "plt.xticks([1, 2, 3, 4, 5])\n",
        "\n",
        "plt.show()"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "dXX4z7Wqe8ry"
      },
      "source": [
        "13. Load and test the model."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "pNmXZV8WpxyA",
        "outputId": "491ee3f7-7d6d-4a6c-e9a8-6da813dc5f8f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Question: 👤 Olá! Como você se chama?\n",
            "\n",
            "Response 1: 🤖 Olá! Sou Aira, sua assistente prestativa. Como posso ajudá-lo hoje?\n",
            "Response 2: 🤖 Olá! Sou Aira, sua assistente prestativa. Como posso ajudá-lo hoje?\n"
          ]
        }
      ],
      "source": [
        "from transformers import AutoTokenizer, AutoModelForCausalLM\n",
        "import torch\n",
        "\n",
        "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
        "\n",
        "tokenizer = AutoTokenizer.from_pretrained('nicholasKluge/Aira-2-portuguese-124M')\n",
        "aira = AutoModelForCausalLM.from_pretrained('nicholasKluge/Aira-2-portuguese-124M')\n",
        "\n",
        "aira.eval()\n",
        "aira.to(device)\n",
        "\n",
        "question =  input(\"Enter your question: \")\n",
        "\n",
        "inputs = tokenizer(tokenizer.bos_token + question + tokenizer.eos_token, return_tensors=\"pt\").to(device)\n",
        "\n",
        "responses = aira.generate(**inputs,\n",
        "\tbos_token_id=tokenizer.bos_token_id,\n",
        "\tpad_token_id=tokenizer.pad_token_id,\n",
        "\teos_token_id=tokenizer.eos_token_id,\n",
        "\tdo_sample=True,\n",
        "\ttop_k=50,\n",
        "\tmax_length=200,\n",
        "\ttop_p=0.95,\n",
        "\ttemperature=0.7,\n",
        "\tnum_return_sequences=2)\n",
        "\n",
        "print(f\"Question: 👤 {question}\\n\")\n",
        "\n",
        "for i, response in  enumerate(responses):\n",
        "\tprint(f'Response {i+1}: 🤖 {tokenizer.decode(response, skip_special_tokens=True).replace(question, \"\")}')"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "cJXlHi2oe8rz"
      },
      "source": [
        "Done! 🤗"
      ]
    }
  ],
  "metadata": {
    "accelerator": "GPU",
    "colab": {
      "gpuType": "A100",
      "machine_shape": "hm",
      "provenance": []
    },
    "kernelspec": {
      "display_name": "Python 3",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.9.13"
    },
    "widgets": {
      "application/vnd.jupyter.widget-state+json": {
        "007b284a4dfb4c49a9046b0c831faee3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_e1b9792f7ddc4360ad144ff7bffdc241",
              "IPY_MODEL_d7dfcf2a4587466d903f5de4f9636b3a",
              "IPY_MODEL_59071b50822f45a69175849ecb537e25"
            ],
            "layout": "IPY_MODEL_b12c5644975b4943b44cc26426e60bc4"
          }
        },
        "012e9fd2fe7a4c27b97c10d2dba81d05": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "01889c59797e4a61a3d0db186a20e032": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_1bc9a8e4962942b69a9dd93b366f6119",
            "placeholder": "​",
            "style": "IPY_MODEL_0e612446f35b4503bcf2969eec277a3c",
            "value": "Generating portuguese split: 100%"
          }
        },
        "020b46bf0184444a9b771a4178471d20": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "0219aee5b759454eb0760043ae0346dd": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "02a89a28081242d88ba602406470ec41": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "03b72b157a7747fbb673eacb03d3b055": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "04b61b24f104472bb917496fc08498d2": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "04b7cf19869148adaa3d623d9d2e1672": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0501397637f94f108258555c8577fa8a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "05839450dad049bd931c987482b2ccba": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "05e1b501a9694db4a7b28fc73cf26e5e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0748633648344d4abdedfe35722f1cf3": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "07f6cce2ec264b41a922a0296d658973": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f9a1d4ccc5d5473c8d8802ef8425b33b",
            "placeholder": "​",
            "style": "IPY_MODEL_d8b2846cf2c04f34954e5bf279b0bf05",
            "value": "Downloading (…)cial_tokens_map.json: 100%"
          }
        },
        "080a67780d24432b89feec7e4e206ca2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "0853892b946f4cdd8097755475ccaae7": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0860741558fb482ab031102f5c46e97d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "0983bf6762b24fd0bce3a46a7890b866": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_850da4eec4fa4add99cdf88fb1fc3a8a",
            "placeholder": "​",
            "style": "IPY_MODEL_91ba28cd2f764bbfb914edac6c875c27",
            "value": "training_stats.parquet: 100%"
          }
        },
        "09919332f4c74e5296f9d760b22cfa6d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3fe7aacc696a42f8b7c229aec6d1019a",
            "placeholder": "​",
            "style": "IPY_MODEL_020b46bf0184444a9b771a4178471d20",
            "value": "Generating english split: 100%"
          }
        },
        "0b7e9bd63df94f20a4fff2ddde8bca39": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9704a435b0224849a859439b4b6cde1f",
            "placeholder": "​",
            "style": "IPY_MODEL_8c4269098c704cefa4b545c9a266c360",
            "value": " 26.7M/26.7M [00:14&lt;00:00, 1.91MB/s]"
          }
        },
        "0b85d7743ddd4208a8e01f7aa5cdde5b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "0ba86f9a50f04f048dd2d464a0c1ca9e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "0d2e8d6de8294cf18da9b61dda0d038e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "0e612446f35b4503bcf2969eec277a3c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "0fb0fa7d0b0f4e02bd13c5450ccb7a8b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "10241c0b2a9946e08aa62d93d365f8d8": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0501397637f94f108258555c8577fa8a",
            "placeholder": "​",
            "style": "IPY_MODEL_44d1bbc1d11044d0a37c9ef0ebd8c2fd",
            "value": " 510M/510M [00:32&lt;00:00, 16.9MB/s]"
          }
        },
        "1061bb30818c4cbf97c3bf898dffae6e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "11ff7a91f3534eb29608913cb446708e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "128cd4483883472fbbb623ff858ed527": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "12a41b02369d44688ceef5a5620d8364": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "13409419c5dd4a7989dd03603794b3d1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9706de596d5d42a0a54be9fa1fd21196",
            "placeholder": "​",
            "style": "IPY_MODEL_756a10fc01c640f7bf65a2a1cf539794",
            "value": " 120/120 [00:00&lt;00:00, 9.68kB/s]"
          }
        },
        "13570491ed104cfc990ed08590bd4843": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_04b61b24f104472bb917496fc08498d2",
            "placeholder": "​",
            "style": "IPY_MODEL_ea99e06789274812bb99f11bbca6ce5e",
            "value": " 1.05M/1.05M [00:00&lt;00:00, 63.2MB/s]"
          }
        },
        "13b69ae99c48449092bceabc1b73fef9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_510f8bde19d243478b748fe4b899d643",
            "max": 563,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_9f35fd6a171d47969e0f968e732cbd4d",
            "value": 563
          }
        },
        "14198315d1734df28c5309147a2f0459": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "14ee2f92ed424e86a31c01ae0619fec4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_df1f676e47a24b1fb61a1e9babbaf901",
            "placeholder": "​",
            "style": "IPY_MODEL_a4e13df9c54743698c64cdb201a32c29",
            "value": "Downloading (…)olve/main/merges.txt: 100%"
          }
        },
        "1540fa74c9754ad7ad5c971ae5b94bd7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "159f4118e2134704a0f37449f558a8a5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "15e314dc0f734d1199f3b7a5efaba738": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_07f6cce2ec264b41a922a0296d658973",
              "IPY_MODEL_8d2bc4e79f28455e9e12f88f68db7ec7",
              "IPY_MODEL_13409419c5dd4a7989dd03603794b3d1"
            ],
            "layout": "IPY_MODEL_30741a807ebb4c22a9fc31a65a62e352"
          }
        },
        "180644eee40e447aa9562c0930aa1a91": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1a3468af0d9e4017836c520c17f6aef2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "1aa1b645deed4a0e9bdaf26b931eaaab": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "1afcb112db1d4089adb24630ae29e0e4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1bc9a8e4962942b69a9dd93b366f6119": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "1ccaf6c443ca454fa031436bce779e73": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_69fa564ca09040f7966d896ec3d95af1",
            "placeholder": "​",
            "style": "IPY_MODEL_f75fe77363cd494092fb7d976dd41b31",
            "value": " 508k/508k [00:00&lt;00:00, 735kB/s]"
          }
        },
        "1d69ca77ca124054aea2e52708cd609e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "1e630452b2ab428c8dc82d0218c932ea": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "1f3288dcb004450cbbbf216d6e64766d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_852751723d4040b2898d754dec3909a5",
              "IPY_MODEL_c72871c1abdd4bdf9f929d37726352e4",
              "IPY_MODEL_275eb8962d5740438787f464b8f9c3e0"
            ],
            "layout": "IPY_MODEL_8d3f44a1a3fa40c694b3c21857eccbbd"
          }
        },
        "219452e8f40f41b0b7be2445f1b71d80": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "23bbca557a7a41f997768874eb39764b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "241af2b68527472caf63372eff0e1f34": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "25a2b82bad434de0a713b3f7751ba2ea": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "25cceb9ffff340c0892a655d2d59e408": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2671dc07c313468693430f8d122b9a1e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "26a398beecd74248ba3f0c1b3b71373f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_bbb33e1315ed4e32b53b063b7f0e3906",
            "max": 2,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_98e3f4131af8473eb49681d461a075b3",
            "value": 2
          }
        },
        "275eb8962d5740438787f464b8f9c3e0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ee3bf5cf1599486ba4da72e60f4b5098",
            "placeholder": "​",
            "style": "IPY_MODEL_8dd90992b7ad4bdc92d49191ce65865b",
            "value": " 2/2 [00:28&lt;00:00, 14.38s/it]"
          }
        },
        "2780d8adf4604b479dd3995fc32f8fdc": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "2782a5f3307644cfab325e7d028eec76": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_05839450dad049bd931c987482b2ccba",
            "placeholder": "​",
            "style": "IPY_MODEL_25cceb9ffff340c0892a655d2d59e408",
            "value": " 2.35k/2.35k [00:00&lt;00:00, 7.87kB/s]"
          }
        },
        "27a81e4c97664cb1be0625cb3e4bab26": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "27d1c6a9da3c487894eedbce7a5869ff": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "28a9ce1fd2e247229433fe13502fb4f9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_55fcd0b8b5114ebd8c1b57282ab425c7",
              "IPY_MODEL_76cf2638fde643c78ca300b4d05fe104",
              "IPY_MODEL_602b206adfe4432da82ae794c9227c72"
            ],
            "layout": "IPY_MODEL_f2e56c87b02946a6aeb39164af0297f4"
          }
        },
        "290e11cb61504da69da83f4120a57aa7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "2c805c0339984b538b24b83c3e950c51": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_e64a1efdc51f4df6a59a578a3ca3cb97",
              "IPY_MODEL_8b89fb1a599e44eb853b4c8c72cd804f",
              "IPY_MODEL_778f5d3c7d554bf2af4d2a8c9e959dc5"
            ],
            "layout": "IPY_MODEL_27a81e4c97664cb1be0625cb3e4bab26"
          }
        },
        "2cfc869311da4d35ac95822bf749d6db": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "2dd1bd69b6af4acab5fa5b88cf67c239": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "2dd94310758b47e5a7ce7c382b75a940": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "2e0a334bc6224485b830b43cbaad80e5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6cc1d3bd631f43349607d6e5b4506c18",
            "placeholder": "​",
            "style": "IPY_MODEL_25a2b82bad434de0a713b3f7751ba2ea",
            "value": "Downloading (…)cial_tokens_map.json: 100%"
          }
        },
        "2f77223a03c34a5aa98aa388bf3f2d76": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_9154bd5b566b4064b51224f3a4e44e3f",
              "IPY_MODEL_8453755de8f64b55976508b5469d84f4",
              "IPY_MODEL_13570491ed104cfc990ed08590bd4843"
            ],
            "layout": "IPY_MODEL_3e0ae005bf9b4e26a80a65951732a141"
          }
        },
        "2fa9e5fff95644729262565b95203613": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_d4b9c0922fc74ec79ab8f36f1c043567",
              "IPY_MODEL_c2233388898c4b50ba58215ce74427e5",
              "IPY_MODEL_78d3ef038d0443679310455d5023ec57"
            ],
            "layout": "IPY_MODEL_5138ce28fe604221bcd333e328152a6d"
          }
        },
        "30741a807ebb4c22a9fc31a65a62e352": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "31346c82e51a4c12b41d4194be710bc9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_340581ceef3d4252a96b88e458d8fc17",
              "IPY_MODEL_9821d2f1e20a499eafa0fa375a6c09d5",
              "IPY_MODEL_e12861f97c9241f6a3fbe60e1550a8d4"
            ],
            "layout": "IPY_MODEL_a404f07dcc2f469c8a66de4c866f265b"
          }
        },
        "3151dd362ac64896b4da45a5e3efd47a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d709b7a48d044490a5881c5020a7b43f",
            "max": 5809,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_449363e7453343888ce55c2cfc7e5ac0",
            "value": 5809
          }
        },
        "31b916b557c1468197ef592aa347d8fd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "329ce55a8c7a4a1ea03e2e26fb749d8f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "32efd308222249969d3e6d1db3e68db7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "340581ceef3d4252a96b88e458d8fc17": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_883988e15389494dbb901a3fa04275ab",
            "placeholder": "​",
            "style": "IPY_MODEL_eb783c8248cb48a6963f3a03801fcd10",
            "value": "Downloading (…)lve/main/config.json: 100%"
          }
        },
        "34aab5ac63594b3488638f6ea480276b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "35ce93a5eab54235bd5690c2682484f3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3869de2f08c549ecbb3f982ad2dd85b8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "39d85996cb7b48aca7518e07e1d37518": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "39fb5c7fe174405b9a7ef5fa0e740e1e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3e0ae005bf9b4e26a80a65951732a141": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "3eb360ff85f74e17bcd9f31847383a1b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "3fe7aacc696a42f8b7c229aec6d1019a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "412b60fbcd2d484193c06ac38f2389bb": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "41ca3e6983c74ae3a2530b8c03e72d85": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_733022d1ae1840c5998d8bde3900599b",
              "IPY_MODEL_49f0943d34104d2fabb82c59d908211d",
              "IPY_MODEL_b4a2c046a5b74c19907109e535a14677"
            ],
            "layout": "IPY_MODEL_610a183cc2ab4ef1b8688ba94300b68f"
          }
        },
        "43f3ad94a37642269c0d99a8e975a6ab": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "449363e7453343888ce55c2cfc7e5ac0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "44d1bbc1d11044d0a37c9ef0ebd8c2fd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "451bf50b3a14489abfdcfa2428a611f8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "4634dc8baecd4e1ab820e33a94d712cc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "484ca62a849f49178e9e1a24373a9fa5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_72b9f57bf7504eae9da8ee65293f14f5",
            "placeholder": "​",
            "style": "IPY_MODEL_3eb360ff85f74e17bcd9f31847383a1b",
            "value": "scheduler.pt: 100%"
          }
        },
        "49363eb1926e4b88bdfeb52e15d1c3e2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "493eb1aa3b354bf48a29ec8007c966df": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_2cfc869311da4d35ac95822bf749d6db",
            "placeholder": "​",
            "style": "IPY_MODEL_1d69ca77ca124054aea2e52708cd609e",
            "value": " 508k/508k [00:00&lt;00:00, 7.95MB/s]"
          }
        },
        "494f9cdcee284160a5f3ff515a33bda9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "49f0943d34104d2fabb82c59d908211d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_b1053ae84c3440288e144e48eb9c2d4b",
            "max": 119,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_0860741558fb482ab031102f5c46e97d",
            "value": 119
          }
        },
        "4a7b12c997c44ad6b690d8bd1d962fae": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_5621450abf164a5ea86eaf07d0ca8f96",
            "placeholder": "​",
            "style": "IPY_MODEL_62a88d8ca5f743c5b415a02dc6337bc3",
            "value": " 498M/498M [00:48&lt;00:00, 8.58MB/s]"
          }
        },
        "4aaf503199bc4374b06ae72095f8a63e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "4b37a7ee95d84c30bf874eb95f17800e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6ed997c1eb224503a6c21466005f2f46",
            "placeholder": "​",
            "style": "IPY_MODEL_d513930484754e7990c3c27eeb3151a9",
            "value": " 985/985 [00:00&lt;00:00, 87.1kB/s]"
          }
        },
        "4dacac30433f4c75aa8425e89a5a2ba7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_56515101684a4d45b7b5d80ccaa2bee3",
              "IPY_MODEL_f960444a6d2a4e9189feae8c77ba29a6",
              "IPY_MODEL_c8388a577c454eb4a6f9d5aa37535efb"
            ],
            "layout": "IPY_MODEL_6d7784647d5749a5a6607b972b8a9e0a"
          }
        },
        "510f8bde19d243478b748fe4b899d643": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5138ce28fe604221bcd333e328152a6d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "51f382e4a4d04001ac1d15c672c26b51": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "530b3b8383184931940a1cd7f9537d45": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_8f45c992bf59472cb2c0c25ae27733fc",
            "max": 497786496,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_1a3468af0d9e4017836c520c17f6aef2",
            "value": 497786496
          }
        },
        "5455d98ed56141b9ba1e5014664d0927": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_bd606c293f9342c1b0fd7a96b4850a25",
              "IPY_MODEL_a2bda70e763040abbfdc4e3d0efe5719",
              "IPY_MODEL_4b37a7ee95d84c30bf874eb95f17800e"
            ],
            "layout": "IPY_MODEL_2780d8adf4604b479dd3995fc32f8fdc"
          }
        },
        "55fcd0b8b5114ebd8c1b57282ab425c7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_b6f01f8debb849b192f0a103c5fa5f8e",
            "placeholder": "​",
            "style": "IPY_MODEL_96f14f53bee44d55bb8c1b50c9114796",
            "value": "optimizer.pt: 100%"
          }
        },
        "5621450abf164a5ea86eaf07d0ca8f96": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "565112f0f3894be1a54e1b81806feaf2": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "56515101684a4d45b7b5d80ccaa2bee3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_938c326fdd414ab291d690cd8d3c796d",
            "placeholder": "​",
            "style": "IPY_MODEL_c1989390f30b4c60b6208f20e00b2cb2",
            "value": "pytorch_model.bin: 100%"
          }
        },
        "58735352e86b4a48b896937297a39ab6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "59071b50822f45a69175849ecb537e25": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0ba86f9a50f04f048dd2d464a0c1ca9e",
            "placeholder": "​",
            "style": "IPY_MODEL_27d1c6a9da3c487894eedbce7a5869ff",
            "value": " 92.0/92.0 [00:00&lt;00:00, 7.65kB/s]"
          }
        },
        "5b0c19f417754de28b65427f2da18d0d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "5d4ef2ee41ea420185086f066775191e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5e01c30216e34c4b927d6a726f045bd3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_04b7cf19869148adaa3d623d9d2e1672",
            "placeholder": "​",
            "style": "IPY_MODEL_49363eb1926e4b88bdfeb52e15d1c3e2",
            "value": "Downloading readme: 100%"
          }
        },
        "5fc94a020ece405fa5e7f175dd83c68a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "5fcac8b655a642419091488d6c3a93e6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "602b206adfe4432da82ae794c9227c72": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_14198315d1734df28c5309147a2f0459",
            "placeholder": "​",
            "style": "IPY_MODEL_31b916b557c1468197ef592aa347d8fd",
            "value": " 649M/649M [01:06&lt;00:00, 10.3MB/s]"
          }
        },
        "61069dae7dbb42fb9db07208903e3473": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_4aaf503199bc4374b06ae72095f8a63e",
            "placeholder": "​",
            "style": "IPY_MODEL_ec2479cf8a664ddcb327104567fbb423",
            "value": "Downloading (…)in/added_tokens.json: 100%"
          }
        },
        "610a183cc2ab4ef1b8688ba94300b68f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "627272c3bd6c484a8d6ca385f04f75ec": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a491783a3ef44710b0f69275b1c5a904",
            "placeholder": "​",
            "style": "IPY_MODEL_012e9fd2fe7a4c27b97c10d2dba81d05",
            "value": " 498M/498M [00:31&lt;00:00, 15.6MB/s]"
          }
        },
        "628f6927f2dd4ae283893c00c56ce375": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_9084ccddc39c475f8f57014b9e6b3778",
            "placeholder": "​",
            "style": "IPY_MODEL_7ceeedac252847f5b3e23fd62e46f605",
            "value": "model.safetensors: 100%"
          }
        },
        "629007a626be44d687657e2d103fe05c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_2dd1bd69b6af4acab5fa5b88cf67c239",
            "placeholder": "​",
            "style": "IPY_MODEL_f5c5d10f7c574c739f31b80ee4829601",
            "value": " 666/666 [00:00&lt;00:00, 54.3kB/s]"
          }
        },
        "62a88d8ca5f743c5b415a02dc6337bc3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "62ba985a7d2e4a2d9077c5a9cbbe2939": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6371605de0bb46a6a4e3637243a478ae": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "638929f3d9074d45b054362b6b4bc892": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "63c41efa295346108944d34206dd2a20": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0219aee5b759454eb0760043ae0346dd",
            "placeholder": "​",
            "style": "IPY_MODEL_7d468ba510a044bab4d70fcd4d11ebbc",
            "value": "Downloading (…)lve/main/config.json: 100%"
          }
        },
        "6400b4dfd2214d8b86a47403da880640": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "650bf64c53964f379ee790ed0c319ce0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "6678e6d41b554bb5bd20eebd02730c9c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "66fe8a0efc7648b59cc9f758007cd5d7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "672c3f8920114c3b95f6ac5b8abf279c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "67640eccf30f45a1abb523febd0980f2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "676b74d9c3c84dc6b7e07a6c0a5d5e91": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_e59ee771a1014f3fb177e608f92edae1",
            "placeholder": "​",
            "style": "IPY_MODEL_412b60fbcd2d484193c06ac38f2389bb",
            "value": "Downloading model.safetensors: 100%"
          }
        },
        "68cf77cb6128454d8b74f3abf044521e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6970e2b1a73d4a60b3d63f014cbb66d1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "69fa564ca09040f7966d896ec3d95af1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6a4faf32ef294b62b59f170241b80f1a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6a6ba1e1fa514aebb1fbe08074bb25b0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_676b74d9c3c84dc6b7e07a6c0a5d5e91",
              "IPY_MODEL_b47049afdb6f4c79a84761545b9d1495",
              "IPY_MODEL_627272c3bd6c484a8d6ca385f04f75ec"
            ],
            "layout": "IPY_MODEL_02a89a28081242d88ba602406470ec41"
          }
        },
        "6c183c9b404d4826b1ecfd50aeb111d2": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6c66a29901764d0299a2d6146c883cad": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6cc1d3bd631f43349607d6e5b4506c18": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6d318c958d454e418c7480172de8f461": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_aa453ad82bbc443797921e5cf3923af8",
            "max": 123,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_0fb0fa7d0b0f4e02bd13c5450ccb7a8b",
            "value": 123
          }
        },
        "6d7784647d5749a5a6607b972b8a9e0a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6e4a87a7d3ea4552ac678820cbd3326b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "6ed997c1eb224503a6c21466005f2f46": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "72b9f57bf7504eae9da8ee65293f14f5": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7320bc8b6e2a49d1aa4d860c2710e585": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "733022d1ae1840c5998d8bde3900599b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a0ddeaf03d8f40e790e1ad0b8ddd8696",
            "placeholder": "​",
            "style": "IPY_MODEL_cec7d40ba4f047e3b6804920587e5f96",
            "value": "Downloading (…)neration_config.json: 100%"
          }
        },
        "73535961abfb44ba84a5658a0dc5793e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_db2bcba8c39f40ae8bd1f9a7e0f576cd",
              "IPY_MODEL_d07612b449194e98aa55ce73116cf3e2",
              "IPY_MODEL_0b7e9bd63df94f20a4fff2ddde8bca39"
            ],
            "layout": "IPY_MODEL_bcbf71c3e46741daafc8f225b4be6124"
          }
        },
        "7438f54ed8c54f8db9ffce9b62bb31d6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ec4f554258744524a8ef0ee75400178b",
            "placeholder": "​",
            "style": "IPY_MODEL_329ce55a8c7a4a1ea03e2e26fb749d8f",
            "value": " 2/2 [00:00&lt;00:00, 106.98it/s]"
          }
        },
        "7471c227abee451680217c5504303cfa": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ac54dceee9c74bfab3b70f515fa44c59",
            "placeholder": "​",
            "style": "IPY_MODEL_51f382e4a4d04001ac1d15c672c26b51",
            "value": " 41815/41815 [00:00&lt;00:00, 188108.46 examples/s]"
          }
        },
        "748a9b773e3845208664f23207a51a9b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "756a10fc01c640f7bf65a2a1cf539794": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "75773efd563e410b9d02fd928638cb7b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7582ad756eea46b1bb5a451d3feaa927": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_14ee2f92ed424e86a31c01ae0619fec4",
              "IPY_MODEL_e630d261579443ad9468777609b17191",
              "IPY_MODEL_1ccaf6c443ca454fa031436bce779e73"
            ],
            "layout": "IPY_MODEL_6371605de0bb46a6a4e3637243a478ae"
          }
        },
        "76cf2638fde643c78ca300b4d05fe104": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_5fcac8b655a642419091488d6c3a93e6",
            "max": 649096325,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_1e630452b2ab428c8dc82d0218c932ea",
            "value": 649096325
          }
        },
        "770a321003b945598255ba818cbcc514": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "772eeac4dd38425e8975d0c3a2323dfa": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "778f5d3c7d554bf2af4d2a8c9e959dc5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_fdb52094f79a4e4c90f8acab51857126",
            "placeholder": "​",
            "style": "IPY_MODEL_159f4118e2134704a0f37449f558a8a5",
            "value": " 850k/850k [00:00&lt;00:00, 1.07MB/s]"
          }
        },
        "77ba537e763441a282157e8448294ae0": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ec8100cdd21f45fa8ee4733df873bd52",
            "max": 508261,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_d1f5355b586c434488781cca0cdc609f",
            "value": 508261
          }
        },
        "78d3ef038d0443679310455d5023ec57": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f00829beb3954add89e757beab97e5ca",
            "placeholder": "​",
            "style": "IPY_MODEL_67640eccf30f45a1abb523febd0980f2",
            "value": " 29.5M/29.5M [00:14&lt;00:00, 2.22MB/s]"
          }
        },
        "792f75c192124a62884b83fc5c60fcc5": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7af7467aeaa343908e190a3e27565c9e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_09919332f4c74e5296f9d760b22cfa6d",
              "IPY_MODEL_7fad9df6fd6542629334ca23c018ab30",
              "IPY_MODEL_b13c3fb73c5245f3a05a5a636e00e263"
            ],
            "layout": "IPY_MODEL_6400b4dfd2214d8b86a47403da880640"
          }
        },
        "7c99b8e3acd94512ba0f58ff0f497208": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_fb244c3864e945eaa2e2f2e7c7f3cca6",
            "max": 666,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_650bf64c53964f379ee790ed0c319ce0",
            "value": 666
          }
        },
        "7ceeedac252847f5b3e23fd62e46f605": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7d468ba510a044bab4d70fcd4d11ebbc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "7e92c3226d0f4abcad136d3d91c94453": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7f1dedd1aa2a407eb6674e53a90a1d0d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "7fad9df6fd6542629334ca23c018ab30": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_672c3f8920114c3b95f6ac5b8abf279c",
            "max": 41815,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_4634dc8baecd4e1ab820e33a94d712cc",
            "value": 41815
          }
        },
        "824cca72594b41cfa09cb5530a211fab": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8453755de8f64b55976508b5469d84f4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_565112f0f3894be1a54e1b81806feaf2",
            "max": 1050991,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_219452e8f40f41b0b7be2445f1b71d80",
            "value": 1050991
          }
        },
        "850da4eec4fa4add99cdf88fb1fc3a8a": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "852751723d4040b2898d754dec3909a5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_792f75c192124a62884b83fc5c60fcc5",
            "placeholder": "​",
            "style": "IPY_MODEL_75773efd563e410b9d02fd928638cb7b",
            "value": "Downloading data files: 100%"
          }
        },
        "883988e15389494dbb901a3fa04275ab": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8b89fb1a599e44eb853b4c8c72cd804f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_23bbca557a7a41f997768874eb39764b",
            "max": 849961,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_92c2ddfa49224948b99b6226fc1a032d",
            "value": 849961
          }
        },
        "8bddb5a22d2340f189b4fc5cafb8d1c1": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8c4269098c704cefa4b545c9a266c360": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8d2bc4e79f28455e9e12f88f68db7ec7": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d2e9351dcff64cf0a12f5f52bf34b363",
            "max": 120,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_34aab5ac63594b3488638f6ea480276b",
            "value": 120
          }
        },
        "8d3f44a1a3fa40c694b3c21857eccbbd": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "8dd90992b7ad4bdc92d49191ce65865b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "8f2708ad4c0d41f5b075ac91ce5d3ea8": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_451bf50b3a14489abfdcfa2428a611f8",
            "placeholder": "​",
            "style": "IPY_MODEL_c6353878512c40eaa2a32d51f44be36b",
            "value": " 5.81k/5.81k [00:00&lt;00:00, 21.3kB/s]"
          }
        },
        "8f45c992bf59472cb2c0c25ae27733fc": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9084ccddc39c475f8f57014b9e6b3778": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9154bd5b566b4064b51224f3a4e44e3f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6970e2b1a73d4a60b3d63f014cbb66d1",
            "placeholder": "​",
            "style": "IPY_MODEL_cdc3dc49c8c84b8689affb37b4dde1e9",
            "value": "Downloading (…)olve/main/vocab.json: 100%"
          }
        },
        "91ba28cd2f764bbfb914edac6c875c27": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "92c2ddfa49224948b99b6226fc1a032d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "938c326fdd414ab291d690cd8d3c796d": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "954cb06f726644b3a6f71c7f93f64731": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "96966a2dda4848a88489239bdeee1cd6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_be24d752ab0a4478a41c0892ae0e0da8",
            "placeholder": "​",
            "style": "IPY_MODEL_66fe8a0efc7648b59cc9f758007cd5d7",
            "value": " 518/518 [00:00&lt;00:00, 45.4kB/s]"
          }
        },
        "96f14f53bee44d55bb8c1b50c9114796": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "9704a435b0224849a859439b4b6cde1f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9706de596d5d42a0a54be9fa1fd21196": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "9821d2f1e20a499eafa0fa375a6c09d5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6c66a29901764d0299a2d6146c883cad",
            "max": 938,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_f9e2173ce3ea4ef5bec53d3253329701",
            "value": 938
          }
        },
        "98e3f4131af8473eb49681d461a075b3": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "9ce6f3d1d519473b942bb8aa22352eae": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_484ca62a849f49178e9e1a24373a9fa5",
              "IPY_MODEL_13b69ae99c48449092bceabc1b73fef9",
              "IPY_MODEL_cf5b89eb87844daca89ce205022640bf"
            ],
            "layout": "IPY_MODEL_824cca72594b41cfa09cb5530a211fab"
          }
        },
        "9f35fd6a171d47969e0f968e732cbd4d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "a0ddeaf03d8f40e790e1ad0b8ddd8696": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a1055ccc12d8414a98dc7045052d8ad8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a1d51352e7d043e6a6a4bae195e624fa": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a27dcfabff7847aa85dbee5cb809109e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c52f548c59894dc5b7c0696c0d1eef51",
            "max": 2355,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_7320bc8b6e2a49d1aa4d860c2710e585",
            "value": 2355
          }
        },
        "a2bda70e763040abbfdc4e3d0efe5719": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_1afcb112db1d4089adb24630ae29e0e4",
            "max": 985,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_12a41b02369d44688ceef5a5620d8364",
            "value": 985
          }
        },
        "a404f07dcc2f469c8a66de4c866f265b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a491783a3ef44710b0f69275b1c5a904": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "a4e13df9c54743698c64cdb201a32c29": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "aa453ad82bbc443797921e5cf3923af8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ac54dceee9c74bfab3b70f515fa44c59": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ac57f9b5ef174c2295eff0e555ef739f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "adb95b02c40846dfa58ce064dacc619c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_5e01c30216e34c4b927d6a726f045bd3",
              "IPY_MODEL_bc45595ea106496395d779280cfdaa76",
              "IPY_MODEL_f356b84795414453b3b98e5166587e0a"
            ],
            "layout": "IPY_MODEL_baa95c6db6ce46c09b61c2e4d716d106"
          }
        },
        "ade53da3705842c19ef64988963b763c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "af484fcfd64d432088485217fb43ddd8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "b06a3e2538254a78991f95d3d31de001": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0853892b946f4cdd8097755475ccaae7",
            "placeholder": "​",
            "style": "IPY_MODEL_8bddb5a22d2340f189b4fc5cafb8d1c1",
            "value": "Downloading pytorch_model.bin: 100%"
          }
        },
        "b1053ae84c3440288e144e48eb9c2d4b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "b12c5644975b4943b44cc26426e60bc4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "b13c3fb73c5245f3a05a5a636e00e263": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_494f9cdcee284160a5f3ff515a33bda9",
            "placeholder": "​",
            "style": "IPY_MODEL_f0fb5681e3a7406caddbab328dc0d101",
            "value": " 41815/41815 [00:00&lt;00:00, 148489.60 examples/s]"
          }
        },
        "b47049afdb6f4c79a84761545b9d1495": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_af484fcfd64d432088485217fb43ddd8",
            "max": 497786496,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_0d2e8d6de8294cf18da9b61dda0d038e",
            "value": 497786496
          }
        },
        "b4a2c046a5b74c19907109e535a14677": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_954cb06f726644b3a6f71c7f93f64731",
            "placeholder": "​",
            "style": "IPY_MODEL_d16de97633ad4bc1bb748e2c08bdcf5b",
            "value": " 119/119 [00:00&lt;00:00, 9.11kB/s]"
          }
        },
        "b531348167a449f5aa73139e4f3455a2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_03b72b157a7747fbb673eacb03d3b055",
            "placeholder": "​",
            "style": "IPY_MODEL_1aa1b645deed4a0e9bdaf26b931eaaab",
            "value": "Extracting data files: 100%"
          }
        },
        "b5c97251275142248004c5fde76d57fb": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ac57f9b5ef174c2295eff0e555ef739f",
            "placeholder": "​",
            "style": "IPY_MODEL_39fb5c7fe174405b9a7ef5fa0e740e1e",
            "value": "rng_state.pt: 100%"
          }
        },
        "b5dd0364aa3942018b9d5bfc34d52c21": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_628f6927f2dd4ae283893c00c56ce375",
              "IPY_MODEL_530b3b8383184931940a1cd7f9537d45",
              "IPY_MODEL_4a7b12c997c44ad6b690d8bd1d962fae"
            ],
            "layout": "IPY_MODEL_fe91690a8998422a87af36daf4223e26"
          }
        },
        "b6f01f8debb849b192f0a103c5fa5f8e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "b98bda41f90b477e999885b16bfdb422": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "ba5d9447718542f6919393a680f5d358": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_0983bf6762b24fd0bce3a46a7890b866",
              "IPY_MODEL_a27dcfabff7847aa85dbee5cb809109e",
              "IPY_MODEL_2782a5f3307644cfab325e7d028eec76"
            ],
            "layout": "IPY_MODEL_7e92c3226d0f4abcad136d3d91c94453"
          }
        },
        "baa95c6db6ce46c09b61c2e4d716d106": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bbb33e1315ed4e32b53b063b7f0e3906": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bc260fedcfaa4d20b534b40c1df9b3c9": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bc45595ea106496395d779280cfdaa76": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c135f2f4f23e4a21af7fa727961cd024",
            "max": 471,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_5b0c19f417754de28b65427f2da18d0d",
            "value": 471
          }
        },
        "bcbf71c3e46741daafc8f225b4be6124": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "bd606c293f9342c1b0fd7a96b4850a25": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_3869de2f08c549ecbb3f982ad2dd85b8",
            "placeholder": "​",
            "style": "IPY_MODEL_1540fa74c9754ad7ad5c971ae5b94bd7",
            "value": "Downloading (…)okenizer_config.json: 100%"
          }
        },
        "be24d752ab0a4478a41c0892ae0e0da8": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c135f2f4f23e4a21af7fa727961cd024": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c1989390f30b4c60b6208f20e00b2cb2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "c19feeaf48f34b3f8cf793998d5f652e": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c2233388898c4b50ba58215ce74427e5": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_5fc94a020ece405fa5e7f175dd83c68a",
            "max": 29529282,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_290e11cb61504da69da83f4120a57aa7",
            "value": 29529282
          }
        },
        "c298c854f6444c8fb4affdb849222855": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_b5c97251275142248004c5fde76d57fb",
              "IPY_MODEL_3151dd362ac64896b4da45a5e3efd47a",
              "IPY_MODEL_8f2708ad4c0d41f5b075ac91ce5d3ea8"
            ],
            "layout": "IPY_MODEL_1061bb30818c4cbf97c3bf898dffae6e"
          }
        },
        "c3440ae15ade46f3af428955a148fb72": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "c52f548c59894dc5b7c0696c0d1eef51": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c6353878512c40eaa2a32d51f44be36b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "c72871c1abdd4bdf9f929d37726352e4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_bc260fedcfaa4d20b534b40c1df9b3c9",
            "max": 2,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_b98bda41f90b477e999885b16bfdb422",
            "value": 2
          }
        },
        "c7509ec7b993490bae748f45990f887f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "c7c3c0adcd9b4f67ae1c28a332c489dc": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_61069dae7dbb42fb9db07208903e3473",
              "IPY_MODEL_6d318c958d454e418c7480172de8f461",
              "IPY_MODEL_d16a9ca733464bc89757fb16e536461e"
            ],
            "layout": "IPY_MODEL_ade53da3705842c19ef64988963b763c"
          }
        },
        "c8388a577c454eb4a6f9d5aa37535efb": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_39d85996cb7b48aca7518e07e1d37518",
            "placeholder": "​",
            "style": "IPY_MODEL_772eeac4dd38425e8975d0c3a2323dfa",
            "value": " 498M/498M [00:47&lt;00:00, 9.02MB/s]"
          }
        },
        "cb990dcb8f924e96828b2fe41d17de04": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "cc3d749491534a549f13a3f120941b60": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_d44f310a3f0f45b0bd74471723ecf450",
              "IPY_MODEL_77ba537e763441a282157e8448294ae0",
              "IPY_MODEL_493eb1aa3b354bf48a29ec8007c966df"
            ],
            "layout": "IPY_MODEL_7f1dedd1aa2a407eb6674e53a90a1d0d"
          }
        },
        "cdc3dc49c8c84b8689affb37b4dde1e9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "cec7d40ba4f047e3b6804920587e5f96": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "cf5b89eb87844daca89ce205022640bf": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c7509ec7b993490bae748f45990f887f",
            "placeholder": "​",
            "style": "IPY_MODEL_32efd308222249969d3e6d1db3e68db7",
            "value": " 563/563 [00:00&lt;00:00, 2.03kB/s]"
          }
        },
        "d07612b449194e98aa55ce73116cf3e2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6e4a87a7d3ea4552ac678820cbd3326b",
            "max": 26705868,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_c3440ae15ade46f3af428955a148fb72",
            "value": 26705868
          }
        },
        "d154d8984e0340e98de5136147d3bc9c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d16a9ca733464bc89757fb16e536461e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_c19feeaf48f34b3f8cf793998d5f652e",
            "placeholder": "​",
            "style": "IPY_MODEL_f118c3d14e474c9385beb20734b0129d",
            "value": " 123/123 [00:00&lt;00:00, 7.86kB/s]"
          }
        },
        "d16de97633ad4bc1bb748e2c08bdcf5b": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "d1f5355b586c434488781cca0cdc609f": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "d2e9351dcff64cf0a12f5f52bf34b363": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d44f310a3f0f45b0bd74471723ecf450": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_62ba985a7d2e4a2d9077c5a9cbbe2939",
            "placeholder": "​",
            "style": "IPY_MODEL_241af2b68527472caf63372eff0e1f34",
            "value": "Downloading (…)olve/main/merges.txt: 100%"
          }
        },
        "d4b9c0922fc74ec79ab8f36f1c043567": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_f76eafe90c094433a8559a36ea443f1c",
            "placeholder": "​",
            "style": "IPY_MODEL_2dd94310758b47e5a7ce7c382b75a940",
            "value": "Downloading data: 100%"
          }
        },
        "d513930484754e7990c3c27eeb3151a9": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "d60969ab7145423c85a29908540a834d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_63c41efa295346108944d34206dd2a20",
              "IPY_MODEL_7c99b8e3acd94512ba0f58ff0f497208",
              "IPY_MODEL_629007a626be44d687657e2d103fe05c"
            ],
            "layout": "IPY_MODEL_68cf77cb6128454d8b74f3abf044521e"
          }
        },
        "d709b7a48d044490a5881c5020a7b43f": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "d7dfcf2a4587466d903f5de4f9636b3a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_770a321003b945598255ba818cbcc514",
            "max": 92,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_638929f3d9074d45b054362b6b4bc892",
            "value": 92
          }
        },
        "d8b2846cf2c04f34954e5bf279b0bf05": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "da69e26d69d24ebb9c3a7ea9e212bd5c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_01889c59797e4a61a3d0db186a20e032",
              "IPY_MODEL_fd9581f1729347fc940e45e162bed4cb",
              "IPY_MODEL_7471c227abee451680217c5504303cfa"
            ],
            "layout": "IPY_MODEL_43f3ad94a37642269c0d99a8e975a6ab"
          }
        },
        "db2bcba8c39f40ae8bd1f9a7e0f576cd": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_05e1b501a9694db4a7b28fc73cf26e5e",
            "placeholder": "​",
            "style": "IPY_MODEL_128cd4483883472fbbb623ff858ed527",
            "value": "Downloading data: 100%"
          }
        },
        "ddc91a3219094cdd8f22c568c1c9b6ef": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_2671dc07c313468693430f8d122b9a1e",
            "max": 510378682,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_080a67780d24432b89feec7e4e206ca2",
            "value": 510378682
          }
        },
        "df1f676e47a24b1fb61a1e9babbaf901": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "df5a627180974927beed072be7625c9c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_2e0a334bc6224485b830b43cbaad80e5",
              "IPY_MODEL_ec9b8dac75794cbcb0f03249e29eb498",
              "IPY_MODEL_96966a2dda4848a88489239bdeee1cd6"
            ],
            "layout": "IPY_MODEL_5d4ef2ee41ea420185086f066775191e"
          }
        },
        "e12861f97c9241f6a3fbe60e1550a8d4": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_d154d8984e0340e98de5136147d3bc9c",
            "placeholder": "​",
            "style": "IPY_MODEL_f5132a7495a24eaf9602b9dff59e3226",
            "value": " 938/938 [00:00&lt;00:00, 83.6kB/s]"
          }
        },
        "e1b9792f7ddc4360ad144ff7bffdc241": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_ee594d5211b1475a98132eeec10e9bbe",
            "placeholder": "​",
            "style": "IPY_MODEL_11ff7a91f3534eb29608913cb446708e",
            "value": "Downloading (…)okenizer_config.json: 100%"
          }
        },
        "e59ee771a1014f3fb177e608f92edae1": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "e630d261579443ad9468777609b17191": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a1d51352e7d043e6a6a4bae195e624fa",
            "max": 508223,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_748a9b773e3845208664f23207a51a9b",
            "value": 508223
          }
        },
        "e64a1efdc51f4df6a59a578a3ca3cb97": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6678e6d41b554bb5bd20eebd02730c9c",
            "placeholder": "​",
            "style": "IPY_MODEL_35ce93a5eab54235bd5690c2682484f3",
            "value": "Downloading (…)olve/main/vocab.json: 100%"
          }
        },
        "ea99e06789274812bb99f11bbca6ce5e": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "eb783c8248cb48a6963f3a03801fcd10": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ec2479cf8a664ddcb327104567fbb423": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "ec4f554258744524a8ef0ee75400178b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ec8100cdd21f45fa8ee4733df873bd52": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ec9b8dac75794cbcb0f03249e29eb498": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_6c183c9b404d4826b1ecfd50aeb111d2",
            "max": 518,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_0b85d7743ddd4208a8e01f7aa5cdde5b",
            "value": 518
          }
        },
        "ee3bf5cf1599486ba4da72e60f4b5098": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ee594d5211b1475a98132eeec10e9bbe": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f00829beb3954add89e757beab97e5ca": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f05c4c369f7e434bb68a48c07a6f289c": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_b531348167a449f5aa73139e4f3455a2",
              "IPY_MODEL_26a398beecd74248ba3f0c1b3b71373f",
              "IPY_MODEL_7438f54ed8c54f8db9ffce9b62bb31d6"
            ],
            "layout": "IPY_MODEL_cb990dcb8f924e96828b2fe41d17de04"
          }
        },
        "f0fb5681e3a7406caddbab328dc0d101": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f118c3d14e474c9385beb20734b0129d": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f2e56c87b02946a6aeb39164af0297f4": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f356b84795414453b3b98e5166587e0a": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HTMLModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HTMLModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HTMLView",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_0748633648344d4abdedfe35722f1cf3",
            "placeholder": "​",
            "style": "IPY_MODEL_f3ec6bca583c475ebb006c44c5f50c39",
            "value": " 471/471 [00:00&lt;00:00, 32.7kB/s]"
          }
        },
        "f3ec6bca583c475ebb006c44c5f50c39": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f5132a7495a24eaf9602b9dff59e3226": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f5c5d10f7c574c739f31b80ee4829601": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f6d01cb3dd88443da349aa642983c1e2": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "f75fe77363cd494092fb7d976dd41b31": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "DescriptionStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "DescriptionStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "description_width": ""
          }
        },
        "f76eafe90c094433a8559a36ea443f1c": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f960444a6d2a4e9189feae8c77ba29a6": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_180644eee40e447aa9562c0930aa1a91",
            "max": 497819485,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_f6d01cb3dd88443da349aa642983c1e2",
            "value": 497819485
          }
        },
        "f9a1d4ccc5d5473c8d8802ef8425b33b": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "f9e2173ce3ea4ef5bec53d3253329701": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "ProgressStyleModel",
          "state": {
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "ProgressStyleModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "StyleView",
            "bar_color": null,
            "description_width": ""
          }
        },
        "fb244c3864e945eaa2e2f2e7c7f3cca6": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "fd9581f1729347fc940e45e162bed4cb": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "FloatProgressModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "FloatProgressModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "ProgressView",
            "bar_style": "success",
            "description": "",
            "description_tooltip": null,
            "layout": "IPY_MODEL_a1055ccc12d8414a98dc7045052d8ad8",
            "max": 41815,
            "min": 0,
            "orientation": "horizontal",
            "style": "IPY_MODEL_58735352e86b4a48b896937297a39ab6",
            "value": 41815
          }
        },
        "fdb52094f79a4e4c90f8acab51857126": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "fe91690a8998422a87af36daf4223e26": {
          "model_module": "@jupyter-widgets/base",
          "model_module_version": "1.2.0",
          "model_name": "LayoutModel",
          "state": {
            "_model_module": "@jupyter-widgets/base",
            "_model_module_version": "1.2.0",
            "_model_name": "LayoutModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/base",
            "_view_module_version": "1.2.0",
            "_view_name": "LayoutView",
            "align_content": null,
            "align_items": null,
            "align_self": null,
            "border": null,
            "bottom": null,
            "display": null,
            "flex": null,
            "flex_flow": null,
            "grid_area": null,
            "grid_auto_columns": null,
            "grid_auto_flow": null,
            "grid_auto_rows": null,
            "grid_column": null,
            "grid_gap": null,
            "grid_row": null,
            "grid_template_areas": null,
            "grid_template_columns": null,
            "grid_template_rows": null,
            "height": null,
            "justify_content": null,
            "justify_items": null,
            "left": null,
            "margin": null,
            "max_height": null,
            "max_width": null,
            "min_height": null,
            "min_width": null,
            "object_fit": null,
            "object_position": null,
            "order": null,
            "overflow": null,
            "overflow_x": null,
            "overflow_y": null,
            "padding": null,
            "right": null,
            "top": null,
            "visibility": null,
            "width": null
          }
        },
        "ff0e11346fda4392819bb9b5123e3989": {
          "model_module": "@jupyter-widgets/controls",
          "model_module_version": "1.5.0",
          "model_name": "HBoxModel",
          "state": {
            "_dom_classes": [],
            "_model_module": "@jupyter-widgets/controls",
            "_model_module_version": "1.5.0",
            "_model_name": "HBoxModel",
            "_view_count": null,
            "_view_module": "@jupyter-widgets/controls",
            "_view_module_version": "1.5.0",
            "_view_name": "HBoxView",
            "box_style": "",
            "children": [
              "IPY_MODEL_b06a3e2538254a78991f95d3d31de001",
              "IPY_MODEL_ddc91a3219094cdd8f22c568c1c9b6ef",
              "IPY_MODEL_10241c0b2a9946e08aa62d93d365f8d8"
            ],
            "layout": "IPY_MODEL_6a4faf32ef294b62b59f170241b80f1a"
          }
        }
      }
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}