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"text": [
"Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
"Collecting transformers\n",
" Downloading transformers-4.19.2-py3-none-any.whl (4.2 MB)\n",
"\u001b[K |████████████████████████████████| 4.2 MB 9.4 MB/s \n",
"\u001b[?25hCollecting huggingface-hub<1.0,>=0.1.0\n",
" Downloading huggingface_hub-0.7.0-py3-none-any.whl (86 kB)\n",
"\u001b[K |████████████████████████████████| 86 kB 4.5 MB/s \n",
"\u001b[?25hRequirement already satisfied: tqdm>=4.27 in /usr/local/lib/python3.7/dist-packages (from transformers) (4.64.0)\n",
"Collecting tokenizers!=0.11.3,<0.13,>=0.11.1\n",
" Downloading tokenizers-0.12.1-cp37-cp37m-manylinux_2_12_x86_64.manylinux2010_x86_64.whl (6.6 MB)\n",
"\u001b[K |████████████████████████████████| 6.6 MB 40.7 MB/s \n",
"\u001b[?25hRequirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from transformers) (4.11.4)\n",
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"Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.7/dist-packages (from transformers) (1.21.6)\n",
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"Requirement already satisfied: regex!=2019.12.17 in /usr/local/lib/python3.7/dist-packages (from transformers) (2019.12.20)\n",
"Collecting pyyaml>=5.1\n",
" Downloading PyYAML-6.0-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (596 kB)\n",
"\u001b[K |████████████████████████████████| 596 kB 36.7 MB/s \n",
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"Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->transformers) (3.8.0)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (2022.5.18.1)\n",
"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (3.0.4)\n",
"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->transformers) (1.24.3)\n",
"Installing collected packages: pyyaml, tokenizers, huggingface-hub, transformers\n",
" Attempting uninstall: pyyaml\n",
" Found existing installation: PyYAML 3.13\n",
" Uninstalling PyYAML-3.13:\n",
" Successfully uninstalled PyYAML-3.13\n",
"Successfully installed huggingface-hub-0.7.0 pyyaml-6.0 tokenizers-0.12.1 transformers-4.19.2\n"
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{
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"execution_count": null,
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{
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"source": [
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],
"metadata": {
"id": "YZCQ22u41H5u"
},
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},
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},
{
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{
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"\n",
"generator = pipeline(task=\"text-classification\", model=model, tokenizer=tokenizer)"
],
"metadata": {
"id": "e3nHYDRT2cQz"
},
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{
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"generator(\"These results suggest that the C1772T polymorphism in @GENE$ is not involved in progression or metastasis of @DISEASE$.\")"
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"[{'label': 'LABEL_1', 'score': 0.9689568281173706}]"
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},
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"execution_count": 19
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}