{
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  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "f3362bd9",
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import PreTrainedTokenizer\n",
    "from typing import Dict\n",
    "import datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "8f447e4f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading and preparing dataset wikidata_rubq/multiple_en to /Users/m.shark/Documents/kq/cache/wikidata_rubq/multiple_en/0.0.1/876b4a13a1f967200cf24bbd09889db3ec1eaff98704d1f0cc7e278c5c1eac85...\n"
     ]
    },
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       "model_id": "c4460055d51c4041ac93247920423c49",
       "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": "f2c8e5a312434deeaed87df460b3ef69",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading data:   0%|          | 0.00/619k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6c30eb720a544bd6ad3606ef0a1b0ae9",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Downloading data:   0%|          | 0.00/158k [00:00<?, ?B/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "64d46fddb2194c90b2474d791ffcd11a",
       "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": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating validation split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Generating test split: 0 examples [00:00, ? examples/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dataset wikidata_rubq downloaded and prepared to /Users/m.shark/Documents/kq/cache/wikidata_rubq/multiple_en/0.0.1/876b4a13a1f967200cf24bbd09889db3ec1eaff98704d1f0cc7e278c5c1eac85. Subsequent calls will reuse this data.\n"
     ]
    }
   ],
   "source": [
    "from datasets import load_dataset\n",
    "dataset = load_dataset(\n",
    "    'wikidata_rubq.py', 'multiple_en', \n",
    "    cache_dir='cache', \n",
    "    ignore_verifications=True, split = 'test')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "849bd722",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6b30ff22b4794a4da4ae8e3f4949a3a5",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/2 [00:00<?, ?ba/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dataset = dataset.filter(lambda example: isinstance(example[\"object\"], str))"
   ]
  }
 ],
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