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transformers-4.33.1-py3-none-any.whl (7.6 MB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m7.6/7.6 MB\u001b[0m \u001b[31m21.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hRequirement already satisfied: filelock in /usr/local/lib/python3.10/dist-packages (from transformers) (3.12.2)\n", "Collecting huggingface-hub<1.0,>=0.15.1 (from transformers)\n", " Downloading huggingface_hub-0.17.1-py3-none-any.whl (294 kB)\n", "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m294.8/294.8 kB\u001b[0m \u001b[31m35.0 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", "\u001b[?25hRequirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.10/dist-packages (from transformers) (1.23.5)\n", "Requirement already satisfied: packaging>=20.0 in /usr/local/lib/python3.10/dist-packages (from transformers) (23.1)\n", "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.10/dist-packages (from 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huggingface-hub, transformers\n", "Successfully installed huggingface-hub-0.17.1 safetensors-0.3.3 tokenizers-0.13.3 transformers-4.33.1\n" ] } ], "source": [ "!pip install transformers" ] }, { "cell_type": "markdown", "source": [ "### Accessing Pre-Trained Models Directly\n", "\n", "\n", "Model Card: https://huggingface.co/gpt2" ], "metadata": { "id": "TzGAX8ZlH6f6" } }, { "cell_type": "code", "source": [ "from transformers import AutoModelForCausalLM, AutoTokenizer\n", "\n", "tokenizer = AutoTokenizer.from_pretrained(\"gpt2\")\n", "\n", "# add the EOS token as PAD token to avoid warnings\n", "model = AutoModelForCausalLM.from_pretrained(\"gpt2\", pad_token_id=tokenizer.eos_token_id)" ], "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 209, "referenced_widgets": [ "e6801b9d36904ac6b648423f46d95709", "c4ec646582c947f68fdcee06e450e156", "0241857b008c41dc8cdc103887020635", "871b1e8da915424fa13752d766d04100", "713cd7fa524c40d2b3d41a5c65055c08", 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