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Attempting uninstall: protobuf\n", " Found existing installation: protobuf 3.20.3\n", " Uninstalling protobuf-3.20.3:\n", " Successfully uninstalled protobuf-3.20.3\n", "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "tensorflow 2.12.0 requires protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<5.0.0dev,>=3.20.3, but you have protobuf 3.20.2 which is incompatible.\n", "tensorflow-metadata 1.13.1 requires protobuf<5,>=3.20.3, but you have protobuf 3.20.2 which is incompatible.\u001b[0m\u001b[31m\n", "\u001b[0mSuccessfully installed aiohttp-3.8.4 aiosignal-1.3.1 async-timeout-4.0.2 datasets-2.11.0 dill-0.3.6 evaluate-0.4.0 frozenlist-1.3.3 huggingface-hub-0.13.4 multidict-6.0.4 multiprocess-0.70.14 protobuf-3.20.2 responses-0.18.0 sentencepiece-0.1.98 tokenizers-0.13.3 transformers-4.28.1 xxhash-3.2.0 yarl-1.9.1\n" ] } ] }, { "cell_type": "markdown", "source": [ "Авторизация Hugging face с помощью токена" ], "metadata": { "id": "PItOQrVMTxVo" } }, { "cell_type": "code", "execution_count": 2, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 358, "referenced_widgets": [ "44cf25be608847f0a31c8302c4e3480f", "1571a36440c24c618f61101ca376a565", "33b73b25f5f4440195c1180d4c4d2a7c", "6b9974cfed9f48eca9bd734d00a45487", "009f357006164b8bb5d98c830a148ec8", "98b797920ef745a9b552623444a06e08", "9789a88d82f7440abe20dd742e638098", "930eedca9e4544d8a454e98d653265fb", "f2f8eb161c8e4fa59368370e472e4d2e", "ba11f1eba99c4c4ebf91f029863f1113", "6f79f7e3d97e4eb195f3601a80876926", "90e7f8215fdc4787a7a70cd03f3dfd30", "80eeed15d105410a81bf000ba9a97d9d", "5d293a3508354775b526a80fcf92bdab", "c56c52a362e349b39d3057c270a1b3cf", "682ee3b686ed459eb42a88e5fa68b9df", "a9b670d2afc74e17aed672c6ed7d9b10" ] }, "id": "6GEIYtIjv9Xh", "outputId": "89cae825-a5da-4ef2-ef6f-adf2f375c3ca" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "Token is valid.\n", "Your token has been saved in your configured git credential helpers (store).\n", "Your token has been saved to /root/.cache/huggingface/token\n", "Login successful\n" ] } ], "source": [ "from huggingface_hub import notebook_login\n", "\n", "notebook_login()" ] }, { "cell_type": "code", "source": [ "from transformers import pipeline" ], "metadata": { "id": "Yr_tD5s8wnOg" }, "execution_count": 3, "outputs": [] }, { "cell_type": "markdown", "source": [ "Загрузка модели из Hugging face" ], "metadata": { "id": "EN2MEPBEVRml" } }, { "cell_type": "code", "source": [ "model_checkpoint2 = \"Stacy123/rubert_tiny_qa_kontur\"\n", "question_answerer = pipeline(\"question-answering\", model=model_checkpoint2)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 209, "referenced_widgets": [ "14e421a64a514b26b2a6a233ddac9f07", "0a1c22b4ae154545a09c92594bf83dc7", "7d5f323e0cf440c891310d20cc582e3a", "12b3edd0d7b846e8a26442ca65deead0", "48a819f74f2b47e8a1b1d45992c99220", "0e63b027759f45bb822ef654eea57f64", "941765ae2ce9441fb3b906231e279da7", "0332d543baee48fdb18b630b31e636d2", "ecd1f280db3f41c18e8ee665fecc6206", "4d139a216f6a4b6ca716ce3df361dfa5", "e39fecabf12440e1929d30c4c17649f9", 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