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requests->transformers) (2022.12.7)\n", "Collecting urllib3<1.27,>=1.21.1\n", " Downloading urllib3-1.26.14-py2.py3-none-any.whl (140 kB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m140.6/140.6 KB\u001b[0m \u001b[31m19.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hRequirement already satisfied: pytz>=2017.3 in /usr/local/lib/python3.8/dist-packages (from pandas->datasets) (2022.7.1)\n", "Requirement already satisfied: python-dateutil>=2.7.3 in /usr/local/lib/python3.8/dist-packages (from pandas->datasets) (2.8.2)\n", "Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.8/dist-packages (from python-dateutil>=2.7.3->pandas->datasets) (1.15.0)\n", "Installing collected packages: tokenizers, sentencepiece, xxhash, urllib3, multiprocess, responses, huggingface-hub, transformers, datasets\n", " Attempting uninstall: urllib3\n", " Found existing installation: urllib3 1.24.3\n", " Uninstalling urllib3-1.24.3:\n", " Successfully uninstalled urllib3-1.24.3\n", "Successfully installed datasets-2.9.0 huggingface-hub-0.12.0 multiprocess-0.70.14 responses-0.18.0 sentencepiece-0.1.97 tokenizers-0.13.2 transformers-4.26.1 urllib3-1.26.14 xxhash-3.2.0\n" ] } ], "source": [ "!pip install transformers datasets torch sentencepiece" ] }, { "cell_type": "markdown", "source": [ "# Załadowanie datasetu" ], "metadata": { "id": "dhN0rmb5Oi3d" } }, { "cell_type": "code", "source": [ "from datasets import load_dataset" ], "metadata": { "id": "tnaDkwZ2Pbnn" }, "execution_count": 2, "outputs": [] }, { "cell_type": "code", "source": [ "dataset = load_dataset(\"sms_spam\")" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 231, "referenced_widgets": [ "a8e120a9a97d45d59fcf275af25a591e", "e665879731604133a593e13155f4e03b", "d451aa9d81ca4d5ea901297e702762c0", "a9edac4d193f4930aa691fa496badc64", "a21e8fec1d92496a835ae8ad71c287ab", "d168c852a75a43f5addcfbc75c48ec14", 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"db79fbdb9e25432a8f95221cc0bed971", "3c14418eb66d4392bcaa64ca3394084c", "3144d6d798df44afacc4f34bed90f0e4", "9259558984d847ae99435ef4e312e3b7", "1b05d118f33949dfa5daf732520f9c62", "dc652b3692ed4da6b3fd959acb773b66", "ce7027fdd804415db2c60560be3c66e9", "3ab3add96759441eba1571795b0edaae", "d88268e0bb52404e86a37b01fdac5957", "dae3457866114776818227ec44284ced", "2aab0424351e4b9594cdcf631632c690", "6fd330314de74ccc983da44783bcac7d", "209778054761411190cf91741a43b2d3", "5d45d48713924a8d805368867c7bb5e0", "fa0715f8876c401ba6a2681d0abf7e5a", "b6afff9e8ee44d42814dc84670ed999f", "7b636bb9a4724d2783148aa8d6aa791e", "dd488415b19349d8a5306153907ba902", "174930418d51405f969eaa6b5aa67dde", "75f8a0de12974b84a4b8bde1a16c33c4", "101281b2ecf441a39abc9d4e49398e43", "20ad8bc6a1c94be090190ea3de64a10f", "99cbe58514e3460398f032b93a57d068", "797dcecef4874b9f8de64e643661c637", "9d97e656e72d4f99a2b4669e811918cd", "df4a5058866c4ec8875cfb5189c738c5", "fcd408ec35cd44f1b7309931256adfaa", "2ab3431929a540609d0edac159d63d41", "fa0e9bb620c04cca998be8929f50c4d8", "4d131181a5fa4f0880946ef5cd984790", "2f3024af40c346a188793eeddff5848b", "914ceee224b244b9ac0492305fb1fb24", "5e394d73c2df4d34b39989cd1b24dc57" ] }, "id": "cCiAuRqrOkvV", "outputId": "0a6da048-12e3-41b6-b623-d21cb246030c" }, "execution_count": 3, "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "Downloading builder script: 0%| | 0.00/3.21k [00:00