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Immediately click login after copying\nyour token or it might be stored in plain text in this notebook file.
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}, + "id": "QOgRMyjz_cdb", + "outputId": "f41136b6-5abb-43ed-c414-b3df98013ce2" + }, + "execution_count": 12, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "('/saved_models/tokenizer_config.json',\n", + " '/saved_models/special_tokens_map.json',\n", + " '/saved_models/vocab.txt',\n", + " '/saved_models/added_tokens.json')" + ] + }, + "metadata": {}, + "execution_count": 12 + } + ] + }, + { + "cell_type": "code", + "source": [ + "loaded_tokenizer = DistilBertTokenizer.from_pretrained(save_directory)\n", + "loaded_model = TFDistilBertForSequenceClassification.from_pretrained(save_directory)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "5FoDCmk1_-MO", + "outputId": "983d5b90-1c81-46e4-a113-7d63dbadb4f6" + }, + "execution_count": 13, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "Some layers from the model checkpoint at /saved_models were not used when initializing TFDistilBertForSequenceClassification: ['dropout_19']\n", + "- This IS expected if you are initializing TFDistilBertForSequenceClassification from the checkpoint of a model trained on another task or with another architecture (e.g. initializing a BertForSequenceClassification model from a BertForPreTraining model).\n", + "- This IS NOT expected if you are initializing TFDistilBertForSequenceClassification from the checkpoint of a model that you expect to be exactly identical (initializing a BertForSequenceClassification model from a BertForSequenceClassification model).\n", + "Some layers of TFDistilBertForSequenceClassification were not initialized from the model checkpoint at /saved_models and are newly initialized: ['dropout_39']\n", + "You should probably TRAIN this model on a down-stream task to be able to use it for predictions and inference.\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!pip install huggingface_hub" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "-YpirwFG5IIR", + "outputId": "0172d5d2-34f1-4c00-9d46-81c4709bef74" + }, + "execution_count": 17, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n", + "Requirement already satisfied: huggingface_hub in /usr/local/lib/python3.9/dist-packages (0.13.3)\n", + "Requirement already satisfied: pyyaml>=5.1 in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (6.0)\n", + "Requirement already satisfied: requests in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (2.27.1)\n", + "Requirement already satisfied: packaging>=20.9 in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (23.0)\n", + "Requirement already satisfied: filelock in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (3.10.7)\n", + "Requirement already satisfied: tqdm>=4.42.1 in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (4.65.0)\n", + "Requirement already satisfied: typing-extensions>=3.7.4.3 in /usr/local/lib/python3.9/dist-packages (from huggingface_hub) (3.7.4.3)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.9/dist-packages (from requests->huggingface_hub) (2022.12.7)\n", + "Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.9/dist-packages (from requests->huggingface_hub) (2.0.12)\n", + "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /usr/local/lib/python3.9/dist-packages (from requests->huggingface_hub) (1.26.15)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.9/dist-packages (from requests->huggingface_hub) (3.4)\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "\n", + "from huggingface_hub import notebook_login\n", + "\n", + "notebook_login()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 387, + "referenced_widgets": [ + "7aa5bc080dad4be6b0ac49fe0240ce89", + "715119cd9a58493db5983d62d9d8bad5", + "e350eee1c20348e598ca3707ebe2068b", + "1ca3d1be0d464ca0a25c678c540d2cb4", + "c37d1ccf56fc431e99924a9a978ec2ef", + "50b3c2e37a0a430e9384316777a66abe", + "b10679fb7d9f4ddbaf5638d8ee3caaa3", + "dc47e25dfbcb406cae40caed3340d2cb", + "8b706e4a73f8444b9242ffd9a6d51dcd", + "74251c2768b5449dbc94a75ab2a4f20c", + "a89885231e0e4df994a051fd07dd1b55", + "c1ab0ff13c0f4c0b89b9c76c6fb7f661", + "1cf5fd8e9b3a423bafc47e9fd5ec4fb8", + "220ec08abd764f8c8b960f316fb653ed", + "158d2eda521547f89bc645f34d9de3de", + "4b4098c342c74ba08f6330313a0f1022", + "08d9cc833707450d8743e49d8ac0dacf" + ] + }, + "id": "0_vOrKPy5VMX", + "outputId": "cbe9c75d-14a9-49b1-c803-91f18d81321c" + }, + "execution_count": 18, + "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" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "model.push_to_hub(\"lfernandopg/Proyecto-Transformers\")" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 81, + "referenced_widgets": [ + "7baac729da904ceeacfdc3e87b524d66", + "526d7f9597b844d399f48013d1c25471", + "6392c9c107554f6da5329d647bf55656", + "548acdc1bce6487a80e249dedb8a3064", + "fb6e997a32f7459e995ffac7624af8a5", + "9fa787762c594275ba9664b757618323", + "493aac2bf5c340b9ac8ca3be2b39479f", + "a8a7b0d2f00c4a04a12dcac14353bcd0", + "c0d25439b2dc49788a9cd0967ef7e41e", + "36e83b61ae7445a9b5a1dd91ecfc2f1a", + "9bb6745fa7484698bf5e342bc75d7960", + "16c3c53007eb4397a177bb9916e92359", + "66f1907c4b064d40887540d2a6e82e7f", + "09c59356ac5f438888e9693e5da5c27e", + "23cb49268ac849668fd66e1cbd7839b4", + "3f8b3354f3154c0180e01c9ebf2d4d03", + "cede094415ac4c6c9226d4c244eba2ea", + "6b175a405eeb4d9b9e0966c47d98d00e", + "bd57483e4b254d038aef9d6acaf5c8e6", + "6a7372d350ae45dd8f5844caf81c1590", + "b69898022c7a485caf578ba7100ff658", + "2f19e4fa46834e38a47153d8143f8cfd" + ] + }, + "id": "itffU8Ke6ET5", + "outputId": "f3d96331-8117-475e-fbd6-e2aa5bee5f06" + }, + "execution_count": 20, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "tf_model.h5: 0%| | 0.00/268M [00:00