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at /content/gdrive\n"]}],"source":["from google.colab import drive\n","drive.mount('/content/gdrive')"]},{"cell_type":"code","source":["import huggingface_hub\n","huggingface_hub.login()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":163,"referenced_widgets":["a70972dbada545b2b824e13f5e927121","58ead359439a45cd9ad8a2d6c873f0bc","80ff430beb54482a8c0bbcc0fba9a54a","74dc5d4308454cc7a5f19b89e9770001","7d222f8fda1746bca6eb016aab1a8f26","2beede02619f48559dd2d831df713831","7018ce2a91444beda83c076d68a9fb77","5ad1146a2c324f2f97c00e727fe134e4","c148d46e06374f09b418212fda069dc4","05e03c0b010b43e9af122380b0976484","afb932ab16664158acca0ff22da5ca42","d887af30a5c54657a7e60a695ffbfca8","ca4e519bd38e4a4ba6fe814f6a5fce3a","8a5f02c42f4249e19ced02674b2c2d13","24be04ebf16d4c838ab894dfe714cafc","5b83a99e2bb6413fbb4e47090a322693","5f7e2bf4544448c9a5d6bf9c49fcb0e6","e14990e02ce544f19174d07d7cb45258","f2e02b00d984422fb1080e2c7b7ebf7f","56ae9477233942358febbac9c6abb992","d72c8039bbbb4409afc4e4063aecc298","a506e957ed27425e9c7dccaac06edfab","ffda33d7517a4092a954472e3b609e42","3e096b798aff4229af774d7d100629ac","91565de2f2e0430783bfcf528f608d8a","620e3f9af54148f685f2996f601fbe42","50d861017f124d4e98b59a31c93ddc0e","1b90ef0976464794be592c11c517e8a0","63a3f2721a5c401d8cd43bc07ea5f030","de5d915d814649609b9ed7050e7c3759","c4621dcceff042859888264f3783b14e","f084151156f6424b98da820ec78175be"]},"id":"6rtmihS5wkBV","executionInfo":{"status":"ok","timestamp":1717060143959,"user_tz":-540,"elapsed":879,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"9ae95969-d261-41b3-9223-2c71713476fa"},"execution_count":2,"outputs":[{"output_type":"display_data","data":{"text/plain":["VBox(children=(HTML(value='<center> <img\\nsrc=https://huggingface.co/front/assets/huggingface_logo-noborder.sv…"],"application/vnd.jupyter.widget-view+json":{"version_major":2,"version_minor":0,"model_id":"a70972dbada545b2b824e13f5e927121"}},"metadata":{}}]},{"cell_type":"code","source":["from transformers import AutoModel"],"metadata":{"id":"iTi1esuDwtbl","executionInfo":{"status":"ok","timestamp":1717060192960,"user_tz":-540,"elapsed":5737,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["MODEL_PATH = '/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/'"],"metadata":{"id":"VUC47o9Nw0J2","executionInfo":{"status":"ok","timestamp":1717060290963,"user_tz":-540,"elapsed":502,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":6,"outputs":[]},{"cell_type":"code","source":["from transformers import AutoModel\n","MODEL_PATH = '/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/'\n","model = AutoModel.from_pretrained(MODEL_PATH)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":415},"id":"ywCe-TFXyFRF","executionInfo":{"status":"error","timestamp":1717060564022,"user_tz":-540,"elapsed":353,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"f1b38464-5c25-4839-a542-34fb841fff2b"},"execution_count":10,"outputs":[{"output_type":"error","ename":"OSError","evalue":"/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/ does not appear to have a file named config.json. Checkout 'https://huggingface.co//content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour//tree/None' for available files.","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)","\u001b[0;32m<ipython-input-10-dc77f71c95b4>\u001b[0m in \u001b[0;36m<cell line: 3>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mtransformers\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mAutoModel\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0mMODEL_PATH\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mAutoModel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_pretrained\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMODEL_PATH\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/transformers/models/auto/auto_factory.py\u001b[0m in \u001b[0;36mfrom_pretrained\u001b[0;34m(cls, pretrained_model_name_or_path, *model_args, **kwargs)\u001b[0m\n\u001b[1;32m    521\u001b[0m                 \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"quantization_config\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    522\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 523\u001b[0;31m             config, kwargs = AutoConfig.from_pretrained(\n\u001b[0m\u001b[1;32m    524\u001b[0m                 \u001b[0mpretrained_model_name_or_path\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    525\u001b[0m                 \u001b[0mreturn_unused_kwargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py\u001b[0m in \u001b[0;36mfrom_pretrained\u001b[0;34m(cls, pretrained_model_name_or_path, **kwargs)\u001b[0m\n\u001b[1;32m    932\u001b[0m         \u001b[0mcode_revision\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpop\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"code_revision\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    933\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 934\u001b[0;31m         \u001b[0mconfig_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0munused_kwargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPretrainedConfig\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_config_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpretrained_model_name_or_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    935\u001b[0m         \u001b[0mhas_remote_code\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"auto_map\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mconfig_dict\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0;34m\"AutoConfig\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mconfig_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"auto_map\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    936\u001b[0m         \u001b[0mhas_local_code\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m\"model_type\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mconfig_dict\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mconfig_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"model_type\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCONFIG_MAPPING\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py\u001b[0m in \u001b[0;36mget_config_dict\u001b[0;34m(cls, pretrained_model_name_or_path, **kwargs)\u001b[0m\n\u001b[1;32m    630\u001b[0m         \u001b[0moriginal_kwargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcopy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdeepcopy\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    631\u001b[0m         \u001b[0;31m# Get config dict associated with the base config file\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 632\u001b[0;31m         \u001b[0mconfig_dict\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_config_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mpretrained_model_name_or_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    633\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m\"_commit_hash\"\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mconfig_dict\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    634\u001b[0m             \u001b[0moriginal_kwargs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"_commit_hash\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mconfig_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"_commit_hash\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py\u001b[0m in \u001b[0;36m_get_config_dict\u001b[0;34m(cls, pretrained_model_name_or_path, **kwargs)\u001b[0m\n\u001b[1;32m    687\u001b[0m             \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    688\u001b[0m                 \u001b[0;31m# Load from local folder or from cache or download from model Hub and cache\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 689\u001b[0;31m                 resolved_config_file = cached_file(\n\u001b[0m\u001b[1;32m    690\u001b[0m                     \u001b[0mpretrained_model_name_or_path\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    691\u001b[0m                     \u001b[0mconfiguration_file\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py\u001b[0m in \u001b[0;36mcached_file\u001b[0;34m(path_or_repo_id, filename, cache_dir, force_download, resume_download, proxies, token, revision, local_files_only, subfolder, repo_type, user_agent, _raise_exceptions_for_gated_repo, _raise_exceptions_for_missing_entries, _raise_exceptions_for_connection_errors, _commit_hash, **deprecated_kwargs)\u001b[0m\n\u001b[1;32m    368\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misfile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresolved_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    369\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0m_raise_exceptions_for_missing_entries\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 370\u001b[0;31m                 raise EnvironmentError(\n\u001b[0m\u001b[1;32m    371\u001b[0m                     \u001b[0;34mf\"{path_or_repo_id} does not appear to have a file named {full_filename}. Checkout \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m                     \u001b[0;34mf\"'https://huggingface.co/{path_or_repo_id}/tree/{revision}' for available files.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mOSError\u001b[0m: /content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/ does not appear to have a file named config.json. Checkout 'https://huggingface.co//content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour//tree/None' for available files."]}]},{"cell_type":"code","source":["MODEL_NAME = 'kayfour/Llama-3-kayfour-Ko-8B'\n","model.push_to_hub(MODEL_NAME)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":167},"id":"lM-_XC5Hw_TN","executionInfo":{"status":"error","timestamp":1717060488475,"user_tz":-540,"elapsed":382,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"2fa39854-d442-400b-e569-9fb73723d924"},"execution_count":9,"outputs":[{"output_type":"error","ename":"NameError","evalue":"name 'model' is not defined","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-9-2fc7e942522e>\u001b[0m in \u001b[0;36m<cell line: 2>\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mMODEL_NAME\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'kayfour/Llama-3-kayfour-Ko-8B'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpush_to_hub\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mMODEL_NAME\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;31mNameError\u001b[0m: name 'model' is not defined"]}]},{"cell_type":"code","source":["from huggingface_hub import upload_file"],"metadata":{"id":"LAhXjwY7y_Zt","executionInfo":{"status":"ok","timestamp":1717060765184,"user_tz":-540,"elapsed":625,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":11,"outputs":[]},{"cell_type":"code","source":["upload_file(\n","    LOCAL_FILE_PATH=\n","    path_in_repo='/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/',\n","    repo_id='kayfour/Llama-3-kayfour-Ko-8B',\n",")"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":359},"id":"zFOjxWcgzAvE","executionInfo":{"status":"error","timestamp":1717060862905,"user_tz":-540,"elapsed":342,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"3e1bc04e-681b-4c05-e9a9-8af85f298721"},"execution_count":12,"outputs":[{"output_type":"error","ename":"TypeError","evalue":"HfApi.upload_file() missing 1 required keyword-only argument: 'path_or_fileobj'","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)","\u001b[0;32m<ipython-input-12-b2a7555dd402>\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m upload_file(    \n\u001b[0m\u001b[1;32m      2\u001b[0m     \u001b[0mpath_in_repo\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'/content/gdrive/MyDrive/dankook2024/AI개발실전론/kayfour/'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0mrepo_id\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m'kayfour/Llama-3-kayfour-Ko-8B'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m )\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/huggingface_hub/utils/_validators.py\u001b[0m in \u001b[0;36m_inner_fn\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m    112\u001b[0m             \u001b[0mkwargs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msmoothly_deprecate_use_auth_token\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfn_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mfn\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mhas_token\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mhas_token\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkwargs\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    113\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 114\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    115\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    116\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0m_inner_fn\u001b[0m  \u001b[0;31m# type: ignore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;32m/usr/local/lib/python3.10/dist-packages/huggingface_hub/hf_api.py\u001b[0m in \u001b[0;36m_inner\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m   1284\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1285\u001b[0m         \u001b[0;31m# Otherwise, call the function normally\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1286\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0mfn\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   1287\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1288\u001b[0m     \u001b[0m_inner\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_future_compatible\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m  \u001b[0;31m# type: ignore\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mTypeError\u001b[0m: HfApi.upload_file() missing 1 required keyword-only argument: 'path_or_fileobj'"]}]},{"cell_type":"code","source":["## repo\n","MODEL_SAVE_REPO = 'repo-name' # ex) 'my-bert-fine-tuned'\n","HUGGINGFACE_AUTO_TOKEN = 'your-api-token' # https://huggingface.co/settings/token\n","\n","## Push to huggingface-hub\n","model.push_to_hub(\n","\t\t\tMODEL_SAVE_HUB_PATH,\n","\t\t\tuse_temp_dir=True,\n","\t\t\tuse_auth_token=HUGGINGFACE_AUTH_TOKEN\n",")\n","tokenizer.push_to_hub(\n","\t\t\tMODEL_SAVE_HUB_PATH,\n","\t\t\tuse_temp_dir=True,\n","\t\t\tuse_auth_token=HUGGINGFACE_AUTH_TOKEN\n",")"],"metadata":{"id":"8-MMTYURz1G2"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["!git lfs install\n","\n"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"mGgBS3tD0vbk","executionInfo":{"status":"ok","timestamp":1717061242593,"user_tz":-540,"elapsed":605,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"088df3d8-bdd7-4e11-ea59-653f8181b3a7"},"execution_count":13,"outputs":[{"output_type":"stream","name":"stdout","text":["Git LFS initialized.\n"]}]},{"cell_type":"code","source":["!git clone https://huggingface.co/kayfour/Llama-3-kayfour-Ko-8B"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"lu2mrw_k00eE","executionInfo":{"status":"ok","timestamp":1717061262964,"user_tz":-540,"elapsed":1470,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"4baf0c4a-8a4e-4eda-eead-c4690f4b27b0"},"execution_count":14,"outputs":[{"output_type":"stream","name":"stdout","text":["Cloning into 'Llama-3-kayfour-Ko-8B'...\n","remote: Enumerating objects: 3, done.\u001b[K\n","remote: Total 3 (delta 0), reused 0 (delta 0), pack-reused 3 (from 1)\u001b[K\n","Unpacking objects: 100% (3/3), 1.05 KiB | 1.05 MiB/s, done.\n"]}]},{"cell_type":"code","source":["!GIT_LFS_SKIP_SMUDGE=1 git clone https://huggingface.co/kayfour/Llama-3-kayfour-Ko-8B"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"bkgiQh8302Jt","executionInfo":{"status":"ok","timestamp":1717061281977,"user_tz":-540,"elapsed":337,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"85139c02-e64c-471c-dde1-be0b7295bc39"},"execution_count":15,"outputs":[{"output_type":"stream","name":"stdout","text":["fatal: destination path 'Llama-3-kayfour-Ko-8B' already exists and is not an empty directory.\n"]}]},{"cell_type":"code","source":["%cd /content/Llama-3-kayfour-Ko-8B"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"zN_iCUgS1Lp1","executionInfo":{"status":"ok","timestamp":1717061345856,"user_tz":-540,"elapsed":2,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"a79daef6-da10-4e75-8f31-d593f52ccca5"},"execution_count":17,"outputs":[{"output_type":"stream","name":"stdout","text":["/content/Llama-3-kayfour-Ko-8B\n"]}]},{"cell_type":"code","source":["!git add --all"],"metadata":{"id":"gPRDzg1l1IVk","executionInfo":{"status":"ok","timestamp":1717061355415,"user_tz":-540,"elapsed":510,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":18,"outputs":[]},{"cell_type":"code","source":["!git commit -m \"colab_git_1st\""],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"pDwmPrBl1S-N","executionInfo":{"status":"ok","timestamp":1717061504697,"user_tz":-540,"elapsed":533,"user":{"displayName":"호유화","userId":"16850180631638330590"}},"outputId":"111ab105-7201-45de-e188-33980da4bb91"},"execution_count":24,"outputs":[{"output_type":"stream","name":"stdout","text":["On branch main\n","Your branch is up to date with 'origin/main'.\n","\n","nothing to commit, working tree clean\n"]}]},{"cell_type":"code","source":["!git config --global user.name \"kayfour\""],"metadata":{"id":"nFThjHED1pg0","executionInfo":{"status":"ok","timestamp":1717061502964,"user_tz":-540,"elapsed":608,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":23,"outputs":[]},{"cell_type":"code","source":["! git config --global user.email \"kayfour@hanmail.net\""],"metadata":{"id":"QT4eVw841sHV","executionInfo":{"status":"ok","timestamp":1717061499763,"user_tz":-540,"elapsed":2,"user":{"displayName":"호유화","userId":"16850180631638330590"}}},"execution_count":22,"outputs":[]},{"cell_type":"code","source":["|"],"metadata":{"id":"0R9856JD1zfE"},"execution_count":null,"outputs":[]}]}