From 1ff1711b674d1b5856b9662c00041382ec0277e1 Mon Sep 17 00:00:00 2001 From: rladPsks Date: Mon, 1 Jun 2026 21:53:26 +0900 Subject: [PATCH 1/2] =?UTF-8?q?Week13=5F=EC=98=88=EC=8A=B5=EA=B3=BC?= =?UTF-8?q?=EC=A0=9C=5F=EA=B9=80=EC=98=88=EB=82=98?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...352\271\200\354\230\210\353\202\230.ipynb" | 14060 ++++++++++++++++ ..._\352\271\200\354\230\210\353\202\230.pdf" | Bin 0 -> 1231799 bytes 2 files changed, 14060 insertions(+) create mode 100644 "Week13_\354\230\210\354\212\265\352\263\274\354\240\234_\352\271\200\354\230\210\353\202\230.ipynb" create mode 100644 "Week13_\354\230\210\354\212\265\352\263\274\354\240\234_\352\271\200\354\230\210\353\202\230.pdf" diff --git "a/Week13_\354\230\210\354\212\265\352\263\274\354\240\234_\352\271\200\354\230\210\353\202\230.ipynb" "b/Week13_\354\230\210\354\212\265\352\263\274\354\240\234_\352\271\200\354\230\210\353\202\230.ipynb" new file mode 100644 index 0000000..dbafea9 --- /dev/null +++ "b/Week13_\354\230\210\354\212\265\352\263\274\354\240\234_\352\271\200\354\230\210\353\202\230.ipynb" @@ -0,0 +1,14060 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "source": [ + "BERT" + ], + "metadata": { + "id": "zkzsaAgjPO5W" + }, + "id": "zkzsaAgjPO5W" + }, + { + "cell_type": "code", + "source": [ + "!pip install Korpora" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 440 + }, + "id": "jigj2nVsPJnI", + "outputId": "d9729f8c-89f7-41da-c229-48f772d04bfa" + }, + "id": "jigj2nVsPJnI", + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Collecting Korpora\n", + " Downloading Korpora-0.2.0-py3-none-any.whl.metadata (26 kB)\n", + "Collecting dataclasses>=0.6 (from Korpora)\n", + " Downloading dataclasses-0.6-py3-none-any.whl.metadata (3.0 kB)\n", + "Requirement already satisfied: numpy>=1.18.0 in /usr/local/lib/python3.12/dist-packages (from Korpora) (2.0.2)\n", + "Requirement already satisfied: tqdm>=4.46.0 in /usr/local/lib/python3.12/dist-packages (from Korpora) (4.67.3)\n", + "Requirement already satisfied: requests>=2.20.0 in /usr/local/lib/python3.12/dist-packages (from Korpora) (2.32.4)\n", + "Requirement already satisfied: xlrd>=1.2.0 in /usr/local/lib/python3.12/dist-packages (from Korpora) (2.0.2)\n", + "Requirement already satisfied: charset_normalizer<4,>=2 in /usr/local/lib/python3.12/dist-packages (from requests>=2.20.0->Korpora) (3.4.7)\n", + "Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.12/dist-packages (from requests>=2.20.0->Korpora) (3.15)\n", + "Requirement already satisfied: urllib3<3,>=1.21.1 in /usr/local/lib/python3.12/dist-packages (from requests>=2.20.0->Korpora) (2.5.0)\n", + "Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.12/dist-packages (from requests>=2.20.0->Korpora) (2026.5.20)\n", + "Downloading Korpora-0.2.0-py3-none-any.whl (57 kB)\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m57.8/57.8 kB\u001b[0m \u001b[31m6.2 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n", + "\u001b[?25hDownloading dataclasses-0.6-py3-none-any.whl (14 kB)\n", + "Installing collected packages: dataclasses, Korpora\n", + "Successfully installed Korpora-0.2.0 dataclasses-0.6\n" + ] + }, + { + "output_type": "display_data", + "data": { + "application/vnd.colab-display-data+json": { + "pip_warning": { + "packages": [ + "dataclasses" + ] + }, + "id": "67768d920ffb4454bdf0e98c15426240" + } + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0a583dd-df09-42a4-bed9-cbe3270fd368", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "f0a583dd-df09-42a4-bed9-cbe3270fd368", + "outputId": "f162b6d5-068e-489e-bf3c-c843149706de" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\n", + " Korpora 는 다른 분들이 연구 목적으로 공유해주신 말뭉치들을\n", + " 손쉽게 다운로드, 사용할 수 있는 기능만을 제공합니다.\n", + "\n", + " 말뭉치들을 공유해 주신 분들에게 감사드리며, 각 말뭉치 별 설명과 라이센스를 공유 드립니다.\n", + " 해당 말뭉치에 대해 자세히 알고 싶으신 분은 아래의 description 을 참고,\n", + " 해당 말뭉치를 연구/상용의 목적으로 이용하실 때에는 아래의 라이센스를 참고해 주시기 바랍니다.\n", + "\n", + " # Description\n", + " Author : e9t@github\n", + " Repository : https://github.com/e9t/nsmc\n", + " References : www.lucypark.kr/docs/2015-pyconkr/#39\n", + "\n", + " Naver sentiment movie corpus v1.0\n", + " This is a movie review dataset in the Korean language.\n", + " Reviews were scraped from Naver Movies.\n", + "\n", + " The dataset construction is based on the method noted in\n", + " [Large movie review dataset][^1] from Maas et al., 2011.\n", + "\n", + " [^1]: http://ai.stanford.edu/~amaas/data/sentiment/\n", + "\n", + " # License\n", + " CC0 1.0 Universal (CC0 1.0) Public Domain Dedication\n", + " Details in https://creativecommons.org/publicdomain/zero/1.0/\n", + "\n", + "[Korpora] Corpus `nsmc` is already installed at /root/Korpora/nsmc/ratings_train.txt\n", + "[Korpora] Corpus `nsmc` is already installed at /root/Korpora/nsmc/ratings_test.txt\n" + ] + } + ], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "from Korpora import Korpora\n", + "\n", + "\n", + "corpus = Korpora.load(\"nsmc\")\n", + "df = pd.DataFrame(corpus.test).sample(20000, random_state=42)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aab87a20", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "aab87a20", + "outputId": "d2b40d81-7e1f-4f7c-ec80-440a0baa9d73" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "| | text | label |\n", + "|------:|:---------------------------------------------------------|--------:|\n", + "| 26891 | 역시 코믹액션은 성룡, 홍금보, 원표 삼인방이 최고지!! | 1 |\n", + "| 25024 | 점수 후하게 줘야것네 별 반개~ | 0 |\n", + "| 11666 | 오랜만에 느낄수 있는 [감독] 구타욕구. | 0 |\n", + "| 40303 | 본지는 좀 됬지만 극장서 돈주고 본게 아직까지 아까운 영화 | 0 |\n", + "| 18010 | 징키스칸이란 소재를 가지고 이것밖에 못만드냐 | 0 |\n", + "Training Data Size : 12000\n", + "Validation Data Size : 4000\n", + "Testing Data Size : 4000\n" + ] + }, + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/usr/local/lib/python3.12/dist-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n", + " return bound(*args, **kwds)\n" + ] + } + ], + "source": [ + "train, valid, test = np.split(\n", + " df.sample(frac=1, random_state=42), [int(0.6 * len(df)), int(0.8 * len(df))]\n", + ")\n", + "\n", + "print(train.head(5).to_markdown())\n", + "print(f\"Training Data Size : {len(train)}\")\n", + "print(f\"Validation Data Size : {len(valid)}\")\n", + "print(f\"Testing Data Size : {len(test)}\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "61a66d8a-bb12-4b74-9ea7-529192ee562e", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "61a66d8a-bb12-4b74-9ea7-529192ee562e", + "outputId": "ba2230f4-77d1-4ed3-eae6-f31165845005" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "(tensor([ 101, 58466, 9812, 118956, 119122, 59095, 10892, 9434, 118888,\n", + " 117, 9992, 40032, 30005, 117, 9612, 37824, 9410, 12030,\n", + " 42337, 10739, 83491, 12508, 106, 106, 102, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0],\n", + " device='cuda:0'), tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n", + " 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,\n", + " 0, 0, 0, 0], device='cuda:0'), tensor(1, device='cuda:0'))\n" + ] + } + ], + "source": [ + "import torch\n", + "from transformers import BertTokenizer\n", + "from torch.utils.data import TensorDataset, DataLoader\n", + "from torch.utils.data import RandomSampler, SequentialSampler\n", + "\n", + "\n", + "def make_dataset(data, tokenizer, device):\n", + " tokenized = tokenizer(\n", + " text=data.text.tolist(),\n", + " padding=\"longest\",\n", + " truncation=True,\n", + " return_tensors=\"pt\"\n", + " )\n", + " input_ids = tokenized[\"input_ids\"].to(device)\n", + " attention_mask = tokenized[\"attention_mask\"].to(device)\n", + " labels = torch.tensor(data.label.values, dtype=torch.long).to(device)\n", + " return TensorDataset(input_ids, attention_mask, labels)\n", + "\n", + "\n", + "def get_datalodader(dataset, sampler, batch_size):\n", + " data_sampler = sampler(dataset)\n", + " dataloader = DataLoader(dataset, sampler=data_sampler, batch_size=batch_size)\n", + " return dataloader\n", + "\n", + "\n", + "epochs = 5\n", + "batch_size = 32\n", + "device = \"cuda\" if torch.cuda.is_available() else \"cpu\"\n", + "tokenizer = BertTokenizer.from_pretrained(\n", + " pretrained_model_name_or_path=\"bert-base-multilingual-cased\",\n", + " do_lower_case=False\n", + ")\n", + "\n", + "train_dataset = make_dataset(train, tokenizer, device)\n", + "train_dataloader = get_datalodader(train_dataset, RandomSampler, batch_size)\n", + "\n", + "valid_dataset = make_dataset(valid, tokenizer, device)\n", + "valid_dataloader = get_datalodader(valid_dataset, SequentialSampler, batch_size)\n", + "\n", + "test_dataset = make_dataset(test, tokenizer, device)\n", + "test_dataloader = get_datalodader(test_dataset, SequentialSampler, batch_size)\n", + "\n", + "print(train_dataset[0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b04f95af-2ed6-4ee4-a293-218280946df2", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 355, + "referenced_widgets": [ + "bb5b2007245a4ec0956acf8c8b4add2c", + "3f371eac218a4cecaf4f0e75c0f2e82e", + "2a6fd3ce99994f1b9041341c77fb41ba", + "df1192b72fb546ef9929d8d24a370fb8", + "ef7a20f97c87409f81ee765f797f65e1", + "95ca79c96f0349389a17b0977a9f5bdd", + "f9bf19ea697a4606b08a08625ce76c7d", + "ee30f4a55cfc4bc9ac4c97667c01f781", + "92ee632a4be14e6f9dc37a78fd7eaf9f", + "282d90ba69ca4703bf585425a6c20676", + "c9d7a2dd08b1443a818025fac2c59d3a" + ] + }, + "id": "b04f95af-2ed6-4ee4-a293-218280946df2", + "outputId": "9f4e33fa-6eb7-4d87-c429-f5d3f88ab7da" + }, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Loading weights: 0%| | 0/199 [00:00=2.0.0 in /usr/local/lib/python3.12/dist-packages (from evaluate) (4.0.0)\n", + "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.12/dist-packages (from evaluate) (2.0.2)\n", + "Requirement already satisfied: dill in /usr/local/lib/python3.12/dist-packages (from evaluate) (0.3.8)\n", + "Requirement already satisfied: pandas in /usr/local/lib/python3.12/dist-packages (from evaluate) (2.2.2)\n", + "Requirement already satisfied: 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/root/.cache/pip/wheels/85/9d/af/01feefbe7d55ef5468796f0c68225b6788e85d9d0a281e7a70\n", + "Successfully built rouge_score\n", + "Installing collected packages: rouge_score, evaluate\n", + "Successfully installed evaluate-0.4.6 rouge_score-0.1.2\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import numpy as np\n", + "from datasets import load_dataset\n", + "\n", + "\n", + "news = load_dataset(\"argilla/news-summary\", split=\"test\")\n", + "df = news.to_pandas().sample(5000, random_state=42)[[\"text\", \"prediction\"]]\n", + "df[\"prediction\"] = df[\"prediction\"].map(lambda x: x[0][\"text\"])\n", + "train, valid, test = np.split(\n", + " df.sample(frac=1, random_state=42), [int(0.6 * len(df)), int(0.8 * len(df))]\n", + ")\n", + "\n", + "print(f\"Source News : {train.text.iloc[0][:200]}\")\n", + "print(f\"Summarization : {train.prediction.iloc[0][:50]}\")\n", + "print(f\"Training Data Size : {len(train)}\")\n", + "print(f\"Validation Data Size : {len(valid)}\")\n", + "print(f\"Testing Data Size : {len(test)}\")" + ], + "metadata": { + "id": "GeJyAfazPd4u", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 465, + "referenced_widgets": [ + "a379c25a8888457eb793210fce6749c1", + "c1509c1f622e4f5fa02ce19688d74d4f", + "57412aaabdac404e87b4d1324fe50714", + "055d827f4e27431985090722cd7d20c6", + "8e2fbe2ed05c4a90a73d5f92bbf02d0c", + "3aa99498eb5848a983f36875d77cbc74", + "98cae9d8f69b43b0bb214c45edf8a41b", + "5f2973ec80fa44eab05f7fe7aa30efd9", + "c32c27bdd40e40a5a5acdc4585fcfd43", + "25a74aa1a3984bbd93b65efdbf05a22b", + "61d7e39b2eee431786d735b76505fc51", + "7f9f719952764f89a7024e743b31a607", + "069d4b3c5ea84ce5a21f934bcd7a3b7f", + "e6b4a9756a094d8ca6d49d9941d3a16c", + "152c011f196947658a16b19af6e305ff", + "acee5e7e99914bb3a793e200f7d0991d", + "ecdff9135b7840c7a3bac3581b6b1c27", + "5b79140d1ad64a84850257e8a47edd63", + "124d2c9889e443489a3f7409a0a380e2", + "8ad008be5a1d49dabf1943f2ef765586", + "cc477b2bc9b343c78991bcb8492996de", + 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"31fd9c7561d348c4a4bf5c470a9b3fbb", + "087a51e6f5be4ebdbe5b513724baf9a3", + "2037d6a4228444069422a38ad1820ba2", + "4b509266c7134ea08b63246897d56e4e", + "11a38fec630a4c068e2b1945e898ed8b", + "8eae634301b04949b7785f2ec5589e0a", + "eedddd83a6e6421fbb5694b320c0b8a7", + "8913279a84ac4a0bbdc349f47ec66891" + ] + }, + "outputId": "b2e9520b-f9ff-4099-fa84-adebc024a46f" + }, + "id": "GeJyAfazPd4u", + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stderr", + "text": [ + "/usr/local/lib/python3.12/dist-packages/huggingface_hub/utils/_auth.py:112: UserWarning: \n", + "The secret `HF_TOKEN` does not exist in your Colab secrets.\n", + "To authenticate with the Hugging Face Hub, create a token in your settings tab (https://huggingface.co/settings/tokens), set it as secret in your Google Colab and restart your session.\n", + "You will be able to reuse this secret in all of your notebooks.\n", + "Please note that authentication is recommended but still optional to access public models or datasets.\n", + " warnings.warn(\n" + ] + }, + { + "output_type": "display_data", + "data": { + "text/plain": [ + "README.md: 0%| | 0.00/2.02k [00:00=2.0.0 in /usr/local/lib/python3.12/dist-packages (from evaluate) (4.0.0)\n", + "Requirement already satisfied: numpy>=1.17 in /usr/local/lib/python3.12/dist-packages (from evaluate) (2.0.2)\n", + "Requirement already satisfied: dill in /usr/local/lib/python3.12/dist-packages (from evaluate) (0.3.8)\n", + "Requirement already satisfied: pandas in /usr/local/lib/python3.12/dist-packages (from evaluate) (2.2.2)\n", + "Requirement already satisfied: requests>=2.19.0 in /usr/local/lib/python3.12/dist-packages (from evaluate) (2.32.4)\n", + "Requirement already satisfied: tqdm>=4.62.1 in /usr/local/lib/python3.12/dist-packages (from evaluate) (4.67.3)\n", + "Requirement already satisfied: xxhash in /usr/local/lib/python3.12/dist-packages (from evaluate) (3.7.0)\n", + "Requirement already satisfied: multiprocess in 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(0.1.2)\n", + "Epoch 1: Train Loss: 1.6152 Val Loss: 1.8923 Val Rouge 0.2633\n", + "Saved the model weights\n", + "Epoch 2: Train Loss: 1.2504 Val Loss: 1.9201 Val Rouge 0.2361\n", + "Epoch 3: Train Loss: 0.9689 Val Loss: 2.1170 Val Rouge 0.2444\n", + "Epoch 4: Train Loss: 0.7942 Val Loss: 2.2227 Val Rouge 0.2433\n", + "Epoch 5: Train Loss: 0.5598 Val Loss: 2.3783 Val Rouge 0.2405\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "model = BartForConditionalGeneration.from_pretrained(\n", + " pretrained_model_name_or_path=\"facebook/bart-base\"\n", + ").to(device)\n", + "model.load_state_dict(torch.load(\"../models/BartForConditionalGeneration.pt\"))\n", + "\n", + "test_loss, test_rouge_score = evaluation(model, test_dataloader)\n", + "print(f\"Test Loss : {test_loss:.4f}\")\n", + "print(f\"Test ROUGE-2 Score : {test_rouge_score:.4f}\")" + ], + "metadata": { + "id": "meNCXm_FPkOR", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 85, + "referenced_widgets": 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+ } + } + } + }, + "cells": [ + { + "id": "4644be45", + "cell_type": "markdown", + "source": [ + "# BERT와 ELECTRA 모델 비교 실습\n", + "\n", + "- 이번 복습과제에서는 SST-2 데이터셋을 기반으로 BERT와 ELECTRA 모델을 학습시켜보고 성능과 구조의 차이를 알아보겠습니다.\n", + "- 코드 실행시간이 매우 길 수 있습니다.\n", + " - 최대한 끝까지 실행해보시되, 시간 부족으로 인해 중간에 중지하신 실행 결과를 제출하셔도 괜찮습니다.\n", + " - 제출 이후에는 꼭 끝까지 실행시켜 비교해보시기 바랍니다!" + ], + "metadata": { + "id": "4644be45" + } + }, + { + "cell_type": "code", + "source": [ + "!pip install --upgrade --quiet datasets fsspec huggingface_hub" + ], + "metadata": { + "id": "2eSXxqg4a9SF" + }, + "id": "2eSXxqg4a9SF", + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "---------------\n", + "여기까지만 실행\n", + "---------------\n", + "그 다음, 런타임 > 세션 다시 시작 > 아래 셀부터 실행" + ], + "metadata": { + "id": "4rq77NfBbByn" + }, + "id": "4rq77NfBbByn" + }, + { + "id": "ac52f320", + "cell_type": "code", + "metadata": { + "id": "ac52f320" + }, + "execution_count": null, + "source": [ + "import torch\n", + "from torch.utils.data import DataLoader\n", + "from transformers import AutoTokenizer, AutoModelForSequenceClassification\n", + "from datasets import load_dataset\n", + "from torch.optim import AdamW\n", + "from tqdm import tqdm" + ], + "outputs": [] + }, + { + "id": "393f4136", + "cell_type": "code", + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "393f4136", + "outputId": "c274cc6e-86e5-454b-ca2c-4a76852dfef0" + }, + "execution_count": null, + "source": [ + "# batch_size와 epochs를 조정해보세요!\n", + "batch_size = 16\n", + "epochs = 2\n", + "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n", + "print(f\"Using device: {device}\")" + ], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Using device: cuda\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "# 데이터셋 로드\n", + "raw_datasets = load_dataset(\"sst2\")\n", + "raw_datasets" + ], + "metadata": { + "colab": { + "base_uri": 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