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+ } + } + } + }, + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "dFdoOoGfcpe-", + "outputId": "4cd8b0ce-25f6-46c1-a02c-742d8cd08c02" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: transformers in /usr/local/lib/python3.10/dist-packages (4.35.2)\n", + "Collecting sentencepiece\n", + " Downloading sentencepiece-0.1.99-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m1.3/1.3 MB\u001b[0m \u001b[31m7.5 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) (3.13.1)\n", + "Requirement already satisfied: huggingface-hub<1.0,>=0.16.4 in /usr/local/lib/python3.10/dist-packages (from transformers) (0.19.4)\n", + 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"Requirement already satisfied: fsspec>=2023.5.0 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (2023.6.0)\n", + "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.10/dist-packages (from huggingface-hub<1.0,>=0.16.4->transformers) (4.5.0)\n", + "Requirement already satisfied: charset-normalizer<4,>=2 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.3.2)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (3.6)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2.0.7)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.10/dist-packages (from requests->transformers) (2023.11.17)\n", + "Installing collected packages: sentencepiece\n", + "Successfully installed sentencepiece-0.1.99\n" + ] + } + ], + "source": [ + "!pip install transformers sentencepiece" + ] + }, + { + "cell_type": "code", + "source": [ + "from transformers import M2M100ForConditionalGeneration, M2M100Tokenizer\n", + "\n", + "hi_text = \"जीवन एक चॉकलेट बॉक्स की तरह है।\"\n", + "chinese_text = \"生活就像一盒巧克力。\"\n", + "\n", + "model = M2M100ForConditionalGeneration.from_pretrained(\"facebook/m2m100_1.2B\")\n", + "tokenizer = M2M100Tokenizer.from_pretrained(\"facebook/m2m100_1.2B\")" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 241, + "referenced_widgets": [ + "149333bf120145fd8109c4456c7d96d2", + "51214cfe98ce4c3c98691f4cd2861bfb", + "930091933b1e4a42a88352286a1b17f6", + "e32e605a19064570a77124f43cdab7a1", + "d6b7bfa431c243798023f51cec842ee8", + "65224d6386014776ae4ccbe5d978f6d8", + "e16fb19c919b450dbad826d1c53b2a7a", + "63b304c5a5824089b158d404768d29c2", + "170c33a318d54859bed509657c46e57f", + "b54544de71b04d09a614ab2b5987dfb4", + "7c928c1e251b4f3f9c09fc83e029df60", + 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