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Browse files- clean.ipynb +1711 -0
clean.ipynb
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|
| 1 |
+
{
|
| 2 |
+
"cells": [
|
| 3 |
+
{
|
| 4 |
+
"cell_type": "code",
|
| 5 |
+
"execution_count": 12,
|
| 6 |
+
"metadata": {},
|
| 7 |
+
"outputs": [
|
| 8 |
+
{
|
| 9 |
+
"name": "stdout",
|
| 10 |
+
"output_type": "stream",
|
| 11 |
+
"text": [
|
| 12 |
+
"Requirement already satisfied: tqdm in ./.venv/lib/python3.10/site-packages (4.66.1)\n",
|
| 13 |
+
"Requirement already satisfied: transformers in ./.venv/lib/python3.10/site-packages (4.37.2)\n",
|
| 14 |
+
"Requirement already satisfied: pandas in ./.venv/lib/python3.10/site-packages (2.2.0)\n",
|
| 15 |
+
"Requirement already satisfied: pyarrow in ./.venv/lib/python3.10/site-packages (15.0.0)\n",
|
| 16 |
+
"Collecting torch\n",
|
| 17 |
+
" Downloading torch-2.2.0-cp310-cp310-manylinux1_x86_64.whl (755.5 MB)\n",
|
| 18 |
+
"\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m755.5/755.5 MB\u001b[0m \u001b[31m3.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m00:01\u001b[0m00:01\u001b[0m\n",
|
| 19 |
+
"\u001b[?25hRequirement already satisfied: filelock in ./.venv/lib/python3.10/site-packages (from transformers) (3.13.1)\n",
|
| 20 |
+
"Requirement already satisfied: huggingface-hub<1.0,>=0.19.3 in ./.venv/lib/python3.10/site-packages (from transformers) (0.20.3)\n",
|
| 21 |
+
"Requirement already satisfied: safetensors>=0.4.1 in ./.venv/lib/python3.10/site-packages (from transformers) (0.4.2)\n",
|
| 22 |
+
"Requirement already satisfied: numpy>=1.17 in ./.venv/lib/python3.10/site-packages (from transformers) (1.26.3)\n",
|
| 23 |
+
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.0.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.3.2\u001b[0m\n",
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"\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
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"source": [
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"source": [
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"import glob\n",
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"import torch\n",
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"import os\n",
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"import shutil\n",
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"from tqdm import tqdm\n",
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"from transformers import AutoTokenizer, AutoModelForCausalLM\n",
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"import pandas as pd"
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"source": [
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"model_name = \"Dans-DiscountModels/Dans-StructureEvaluator-Small\""
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"metadata": {},
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"outputs": [
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{
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"ename": "RuntimeError",
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"evalue": "Failed to import transformers.models.mistral.modeling_mistral because of the following error (look up to see its traceback):\nmodule 'torch._subclasses' has no attribute 'functional_tensor'",
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"output_type": "error",
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"traceback": [
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"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
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"\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
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"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/utils/import_utils.py:1364\u001b[0m, in \u001b[0;36m_LazyModule._get_module\u001b[0;34m(self, module_name)\u001b[0m\n\u001b[1;32m 1363\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m-> 1364\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mimportlib\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mimport_module\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m.\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[43mmodule_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;18;43m__name__\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1365\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n",
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"File \u001b[0;32m~/.proto/tools/python/3.10.11/install/lib/python3.10/importlib/__init__.py:126\u001b[0m, in \u001b[0;36mimport_module\u001b[0;34m(name, package)\u001b[0m\n\u001b[1;32m 125\u001b[0m level \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m\n\u001b[0;32m--> 126\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43m_bootstrap\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_gcd_import\u001b[49m\u001b[43m(\u001b[49m\u001b[43mname\u001b[49m\u001b[43m[\u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m:\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpackage\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mlevel\u001b[49m\u001b[43m)\u001b[49m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap>:1050\u001b[0m, in \u001b[0;36m_gcd_import\u001b[0;34m(name, package, level)\u001b[0m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap>:1027\u001b[0m, in \u001b[0;36m_find_and_load\u001b[0;34m(name, import_)\u001b[0m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap>:1006\u001b[0m, in \u001b[0;36m_find_and_load_unlocked\u001b[0;34m(name, import_)\u001b[0m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap>:688\u001b[0m, in \u001b[0;36m_load_unlocked\u001b[0;34m(spec)\u001b[0m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap_external>:883\u001b[0m, in \u001b[0;36mexec_module\u001b[0;34m(self, module)\u001b[0m\n",
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"File \u001b[0;32m<frozen importlib._bootstrap>:241\u001b[0m, in \u001b[0;36m_call_with_frames_removed\u001b[0;34m(f, *args, **kwds)\u001b[0m\n",
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"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/mistral/modeling_mistral.py:28\u001b[0m\n\u001b[1;32m 27\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtorch\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnn\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfunctional\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mF\u001b[39;00m\n\u001b[0;32m---> 28\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mtorch\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcheckpoint\u001b[39;00m\n\u001b[1;32m 29\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mtorch\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m nn\n",
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"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/torch/utils/checkpoint.py:1169\u001b[0m\n\u001b[1;32m 1163\u001b[0m \u001b[38;5;66;03m# NOTE: torch.utils.checkpoint internal logic will call these two functions unknown number of times\u001b[39;00m\n\u001b[1;32m 1164\u001b[0m \u001b[38;5;66;03m# (i.e. there could be _CachedTorchDispatchMode calls that doesn't map to a _CachingTorchDispatchMode call),\u001b[39;00m\n\u001b[1;32m 1165\u001b[0m \u001b[38;5;66;03m# so we ignore these ops and just always recompute them.\u001b[39;00m\n\u001b[1;32m 1166\u001b[0m _ignored_ops \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 1167\u001b[0m torch\u001b[38;5;241m.\u001b[39mops\u001b[38;5;241m.\u001b[39mprim\u001b[38;5;241m.\u001b[39mdevice\u001b[38;5;241m.\u001b[39mdefault,\n\u001b[1;32m 1168\u001b[0m torch\u001b[38;5;241m.\u001b[39mops\u001b[38;5;241m.\u001b[39maten\u001b[38;5;241m.\u001b[39mdetach\u001b[38;5;241m.\u001b[39mdefault,\n\u001b[0;32m-> 1169\u001b[0m } \u001b[38;5;241m|\u001b[39m \u001b[38;5;28mset\u001b[39m(\u001b[43mtorch\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_subclasses\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfunctional_tensor\u001b[49m\u001b[38;5;241m.\u001b[39mFunctionalTensor\u001b[38;5;241m.\u001b[39mmetadata_fns)\n\u001b[1;32m 1172\u001b[0m \u001b[38;5;28;01mclass\u001b[39;00m \u001b[38;5;21;01m_CachingTorchDispatchMode\u001b[39;00m(TorchDispatchMode):\n",
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+
"\u001b[0;31mAttributeError\u001b[0m: module 'torch._subclasses' has no attribute 'functional_tensor'",
|
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+
"\nThe above exception was the direct cause of the following exception:\n",
|
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+
"\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)",
|
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+
"Cell \u001b[0;32mIn[15], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m model \u001b[38;5;241m=\u001b[39m \u001b[43mAutoModelForCausalLM\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfrom_pretrained\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel_name\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mdevice_map\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcuda\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m tokenizer \u001b[38;5;241m=\u001b[39m AutoTokenizer\u001b[38;5;241m.\u001b[39mfrom_pretrained(model_name)\n",
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| 139 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:565\u001b[0m, in \u001b[0;36m_BaseAutoModelClass.from_pretrained\u001b[0;34m(cls, pretrained_model_name_or_path, *model_args, **kwargs)\u001b[0m\n\u001b[1;32m 561\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m model_class\u001b[38;5;241m.\u001b[39mfrom_pretrained(\n\u001b[1;32m 562\u001b[0m pretrained_model_name_or_path, \u001b[38;5;241m*\u001b[39mmodel_args, config\u001b[38;5;241m=\u001b[39mconfig, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mhub_kwargs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 563\u001b[0m )\n\u001b[1;32m 564\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mtype\u001b[39m(config) \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39m_model_mapping\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m--> 565\u001b[0m model_class \u001b[38;5;241m=\u001b[39m \u001b[43m_get_model_class\u001b[49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mcls\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_model_mapping\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 566\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m model_class\u001b[38;5;241m.\u001b[39mfrom_pretrained(\n\u001b[1;32m 567\u001b[0m pretrained_model_name_or_path, \u001b[38;5;241m*\u001b[39mmodel_args, config\u001b[38;5;241m=\u001b[39mconfig, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mhub_kwargs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs\n\u001b[1;32m 568\u001b[0m )\n\u001b[1;32m 569\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 570\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUnrecognized configuration class \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mconfig\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__class__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m for this kind of AutoModel: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 571\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mModel type should be one of \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;241m.\u001b[39mjoin(c\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mfor\u001b[39;00m\u001b[38;5;250m \u001b[39mc\u001b[38;5;250m \u001b[39m\u001b[38;5;129;01min\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28mcls\u001b[39m\u001b[38;5;241m.\u001b[39m_model_mapping\u001b[38;5;241m.\u001b[39mkeys())\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 572\u001b[0m )\n",
|
| 140 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:387\u001b[0m, in \u001b[0;36m_get_model_class\u001b[0;34m(config, model_mapping)\u001b[0m\n\u001b[1;32m 386\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_get_model_class\u001b[39m(config, model_mapping):\n\u001b[0;32m--> 387\u001b[0m supported_models \u001b[38;5;241m=\u001b[39m \u001b[43mmodel_mapping\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;28;43mtype\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mconfig\u001b[49m\u001b[43m)\u001b[49m\u001b[43m]\u001b[49m\n\u001b[1;32m 388\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(supported_models, (\u001b[38;5;28mlist\u001b[39m, \u001b[38;5;28mtuple\u001b[39m)):\n\u001b[1;32m 389\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m supported_models\n",
|
| 141 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:740\u001b[0m, in \u001b[0;36m_LazyAutoMapping.__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m 738\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m model_type \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_model_mapping:\n\u001b[1;32m 739\u001b[0m model_name \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_model_mapping[model_type]\n\u001b[0;32m--> 740\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_load_attr_from_module\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmodel_type\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmodel_name\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 742\u001b[0m \u001b[38;5;66;03m# Maybe there was several model types associated with this config.\u001b[39;00m\n\u001b[1;32m 743\u001b[0m model_types \u001b[38;5;241m=\u001b[39m [k \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_config_mapping\u001b[38;5;241m.\u001b[39mitems() \u001b[38;5;28;01mif\u001b[39;00m v \u001b[38;5;241m==\u001b[39m key\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m]\n",
|
| 142 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:754\u001b[0m, in \u001b[0;36m_LazyAutoMapping._load_attr_from_module\u001b[0;34m(self, model_type, attr)\u001b[0m\n\u001b[1;32m 752\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m module_name \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_modules:\n\u001b[1;32m 753\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_modules[module_name] \u001b[38;5;241m=\u001b[39m importlib\u001b[38;5;241m.\u001b[39mimport_module(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mmodule_name\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtransformers.models\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 754\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mgetattribute_from_module\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_modules\u001b[49m\u001b[43m[\u001b[49m\u001b[43mmodule_name\u001b[49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mattr\u001b[49m\u001b[43m)\u001b[49m\n",
|
| 143 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:698\u001b[0m, in \u001b[0;36mgetattribute_from_module\u001b[0;34m(module, attr)\u001b[0m\n\u001b[1;32m 696\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(attr, \u001b[38;5;28mtuple\u001b[39m):\n\u001b[1;32m 697\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mtuple\u001b[39m(getattribute_from_module(module, a) \u001b[38;5;28;01mfor\u001b[39;00m a \u001b[38;5;129;01min\u001b[39;00m attr)\n\u001b[0;32m--> 698\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28;43mhasattr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mmodule\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mattr\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[1;32m 699\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mgetattr\u001b[39m(module, attr)\n\u001b[1;32m 700\u001b[0m \u001b[38;5;66;03m# Some of the mappings have entries model_type -> object of another model type. In that case we try to grab the\u001b[39;00m\n\u001b[1;32m 701\u001b[0m \u001b[38;5;66;03m# object at the top level.\u001b[39;00m\n",
|
| 144 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/utils/import_utils.py:1354\u001b[0m, in \u001b[0;36m_LazyModule.__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 1352\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_get_module(name)\n\u001b[1;32m 1353\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m name \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_class_to_module\u001b[38;5;241m.\u001b[39mkeys():\n\u001b[0;32m-> 1354\u001b[0m module \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_get_module\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_class_to_module\u001b[49m\u001b[43m[\u001b[49m\u001b[43mname\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1355\u001b[0m value \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mgetattr\u001b[39m(module, name)\n\u001b[1;32m 1356\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n",
|
| 145 |
+
"File \u001b[0;32m~/ai/llm/datasets/NyxKrage_bambisleep/.venv/lib/python3.10/site-packages/transformers/utils/import_utils.py:1366\u001b[0m, in \u001b[0;36m_LazyModule._get_module\u001b[0;34m(self, module_name)\u001b[0m\n\u001b[1;32m 1364\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m importlib\u001b[38;5;241m.\u001b[39mimport_module(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m.\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m+\u001b[39m module_name, \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m)\n\u001b[1;32m 1365\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[0;32m-> 1366\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mRuntimeError\u001b[39;00m(\n\u001b[1;32m 1367\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFailed to import \u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m\u001b[38;5;18m__name__\u001b[39m\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mmodule_name\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m because of the following error (look up to see its\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1368\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m traceback):\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 1369\u001b[0m ) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01me\u001b[39;00m\n",
|
| 146 |
+
"\u001b[0;31mRuntimeError\u001b[0m: Failed to import transformers.models.mistral.modeling_mistral because of the following error (look up to see its traceback):\nmodule 'torch._subclasses' has no attribute 'functional_tensor'"
|
| 147 |
+
]
|
| 148 |
+
}
|
| 149 |
+
],
|
| 150 |
+
"source": [
|
| 151 |
+
"model = AutoModelForCausalLM.from_pretrained(model_name, device_map = \"cuda\")\n",
|
| 152 |
+
"tokenizer = AutoTokenizer.from_pretrained(model_name)"
|
| 153 |
+
]
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"cell_type": "code",
|
| 157 |
+
"execution_count": 51,
|
| 158 |
+
"metadata": {},
|
| 159 |
+
"outputs": [],
|
| 160 |
+
"source": [
|
| 161 |
+
"def calculate_perplexity(text):\n",
|
| 162 |
+
" input_ids = torch.tensor([tokenizer.encode(text)]).to(\"cuda:0\")\n",
|
| 163 |
+
"\n",
|
| 164 |
+
" model.eval()\n",
|
| 165 |
+
"\n",
|
| 166 |
+
" with torch.no_grad():\n",
|
| 167 |
+
" outputs = model(input_ids, labels=input_ids)\n",
|
| 168 |
+
" loss = outputs[0]\n",
|
| 169 |
+
"\n",
|
| 170 |
+
" del outputs\n",
|
| 171 |
+
" torch.cuda.empty_cache()\n",
|
| 172 |
+
"\n",
|
| 173 |
+
" return torch.exp(loss).item()"
|
| 174 |
+
]
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"cell_type": "code",
|
| 178 |
+
"execution_count": 57,
|
| 179 |
+
"metadata": {},
|
| 180 |
+
"outputs": [],
|
| 181 |
+
"source": [
|
| 182 |
+
"def split_data_into_windows(data):\n",
|
| 183 |
+
" lines = data.splitlines()\n",
|
| 184 |
+
" windows = []\n",
|
| 185 |
+
"\n",
|
| 186 |
+
" for i in range(1, len(lines)):\n",
|
| 187 |
+
" # Get the previous line and current line\n",
|
| 188 |
+
" prev_line = lines[i - 1]\n",
|
| 189 |
+
" curr_line = lines[i]\n",
|
| 190 |
+
"\n",
|
| 191 |
+
" # If it's the first line or the last line, don't split it\n",
|
| 192 |
+
" if i == 1:\n",
|
| 193 |
+
" mid_index = len(curr_line) // 2\n",
|
| 194 |
+
" first_half = curr_line[:mid_index]\n",
|
| 195 |
+
" windows.append((prev_line, first_half))\n",
|
| 196 |
+
" elif i == len(lines) - 1:\n",
|
| 197 |
+
" mid_index = len(prev_line) // 2\n",
|
| 198 |
+
" second_half = prev_line[mid_index:]\n",
|
| 199 |
+
" windows.append((second_half, curr_line))\n",
|
| 200 |
+
" else:\n",
|
| 201 |
+
" # Split the current line into two halves\n",
|
| 202 |
+
" curr_mid_index = len(curr_line) // 2\n",
|
| 203 |
+
" prev_mid_index = len(prev_line) // 2\n",
|
| 204 |
+
" first_half = curr_line[:curr_mid_index]\n",
|
| 205 |
+
" second_half = prev_line[prev_mid_index:]\n",
|
| 206 |
+
"\n",
|
| 207 |
+
" windows.append((second_half, first_half))\n",
|
| 208 |
+
" return windows"
|
| 209 |
+
]
|
| 210 |
+
},
|
| 211 |
+
{
|
| 212 |
+
"cell_type": "code",
|
| 213 |
+
"execution_count": 41,
|
| 214 |
+
"metadata": {},
|
| 215 |
+
"outputs": [],
|
| 216 |
+
"source": [
|
| 217 |
+
"def join_lines(lines):\n",
|
| 218 |
+
" with_space = lines[0] + \" \" + lines[1]\n",
|
| 219 |
+
" without_space = lines[0] + lines[1]\n",
|
| 220 |
+
" with_space_perplexity = calculate_perplexity(with_space)\n",
|
| 221 |
+
" without_space_perplexity = calculate_perplexity(without_space)\n",
|
| 222 |
+
" if with_space_perplexity < without_space_perplexity:\n",
|
| 223 |
+
" return with_space\n",
|
| 224 |
+
" else:\n",
|
| 225 |
+
" return without_space"
|
| 226 |
+
]
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"cell_type": "code",
|
| 230 |
+
"execution_count": 42,
|
| 231 |
+
"metadata": {},
|
| 232 |
+
"outputs": [],
|
| 233 |
+
"source": [
|
| 234 |
+
"def join_windows(windows):\n",
|
| 235 |
+
" output = \"\"\n",
|
| 236 |
+
" for window in windows:\n",
|
| 237 |
+
" output += join_lines(window)\n",
|
| 238 |
+
" return output"
|
| 239 |
+
]
|
| 240 |
+
},
|
| 241 |
+
{
|
| 242 |
+
"cell_type": "code",
|
| 243 |
+
"execution_count": 43,
|
| 244 |
+
"metadata": {},
|
| 245 |
+
"outputs": [],
|
| 246 |
+
"source": [
|
| 247 |
+
"files = glob.glob(\"orig/*.txt\")"
|
| 248 |
+
]
|
| 249 |
+
},
|
| 250 |
+
{
|
| 251 |
+
"cell_type": "code",
|
| 252 |
+
"execution_count": 44,
|
| 253 |
+
"metadata": {},
|
| 254 |
+
"outputs": [],
|
| 255 |
+
"source": [
|
| 256 |
+
"# remove all non-original files that have an original file associated with them\n",
|
| 257 |
+
"copy_files = {}\n",
|
| 258 |
+
"for file in files:\n",
|
| 259 |
+
" if file in copy_files:\n",
|
| 260 |
+
" continue\n",
|
| 261 |
+
" if \" (_ORIGINAL SERIES)\" in file:\n",
|
| 262 |
+
" original_file = file.replace(\" (_ORIGINAL SERIES)\", \"\")\n",
|
| 263 |
+
" copy_files[file] = original_file.replace(\"orig/\", \"dedup/\")\n",
|
| 264 |
+
" elif \" (_UNCHANGED)\" in file:\n",
|
| 265 |
+
" original_file = file.replace(\" (_UNCHANGED)\", \"\")\n",
|
| 266 |
+
" copy_files[file] = original_file.replace(\"orig/\", \"dedup/\")\n",
|
| 267 |
+
" else:\n",
|
| 268 |
+
" copy_files[file] = file.replace(\"orig/\", \"dedup/\")\n",
|
| 269 |
+
"\n",
|
| 270 |
+
"# for all values in copy_files, if the value contains parentheses and the filename without them is already a value in copy_files remove it\n",
|
| 271 |
+
"to_remove = []\n",
|
| 272 |
+
"for kv in copy_files.items():\n",
|
| 273 |
+
" if \"(\" in kv[1]:\n",
|
| 274 |
+
" original_file = re.sub(r\" \\(.+\\)\", \"\", kv[1])\n",
|
| 275 |
+
" if original_file in copy_files.values():\n",
|
| 276 |
+
" to_remove.append(kv[0])\n",
|
| 277 |
+
"\n",
|
| 278 |
+
"for file in to_remove:\n",
|
| 279 |
+
" del copy_files[file]\n",
|
| 280 |
+
"\n",
|
| 281 |
+
"for kv in copy_files.items():\n",
|
| 282 |
+
" if \"+\" in kv[1]:\n",
|
| 283 |
+
" original_file = re.sub(r\" \\(.+\\)\", \"\", kv[1])\n",
|
| 284 |
+
" copy_files[kv[0]] = original_file\n",
|
| 285 |
+
"\n",
|
| 286 |
+
"to_remove.clear()\n",
|
| 287 |
+
"for kv in copy_files.items():\n",
|
| 288 |
+
" if \"(\" in kv[1]:\n",
|
| 289 |
+
" original_file = re.sub(r\" \\(.+\\)\", \"\", kv[1])\n",
|
| 290 |
+
" if original_file in copy_files.values():\n",
|
| 291 |
+
" to_remove.append(kv[0])\n",
|
| 292 |
+
"\n",
|
| 293 |
+
"for file in to_remove:\n",
|
| 294 |
+
" del copy_files[file]\n",
|
| 295 |
+
"\n",
|
| 296 |
+
"for kv in copy_files.items():\n",
|
| 297 |
+
" if \"(Full)\" in kv[1]:\n",
|
| 298 |
+
" original_file = re.sub(r\" \\(.+\\)\", \"\", kv[1])\n",
|
| 299 |
+
" if original_file not in copy_files.values():\n",
|
| 300 |
+
" copy_files[kv[0]] = original_file\n",
|
| 301 |
+
"\n",
|
| 302 |
+
"to_remove.clear()\n",
|
| 303 |
+
"for kv in copy_files.items():\n",
|
| 304 |
+
" if \"(\" in kv[1]:\n",
|
| 305 |
+
" to_remove.append(kv[0])\n",
|
| 306 |
+
"\n",
|
| 307 |
+
"for file in to_remove:\n",
|
| 308 |
+
" del copy_files[file]\n",
|
| 309 |
+
"\n",
|
| 310 |
+
"# copy files to new directory\n",
|
| 311 |
+
"shutil.rmtree(\"dedup\", ignore_errors=True)\n",
|
| 312 |
+
"os.makedirs(\"dedup\", exist_ok=True)\n",
|
| 313 |
+
"for kv in copy_files.items():\n",
|
| 314 |
+
" shutil.copy(kv[0], kv[1])\n"
|
| 315 |
+
]
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"cell_type": "code",
|
| 319 |
+
"execution_count": 45,
|
| 320 |
+
"metadata": {},
|
| 321 |
+
"outputs": [],
|
| 322 |
+
"source": [
|
| 323 |
+
"files = glob.glob(\"dedup/*.txt\")"
|
| 324 |
+
]
|
| 325 |
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},
|
| 326 |
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{
|
| 327 |
+
"cell_type": "code",
|
| 328 |
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"execution_count": 46,
|
| 329 |
+
"metadata": {},
|
| 330 |
+
"outputs": [],
|
| 331 |
+
"source": [
|
| 332 |
+
"# remove all empty lines in the dedup files\n",
|
| 333 |
+
"shutil.rmtree(\"dedup_no_empty\", ignore_errors=True)\n",
|
| 334 |
+
"os.makedirs(\"dedup_no_empty\", exist_ok=True)\n",
|
| 335 |
+
"for file in files:\n",
|
| 336 |
+
" with open(file, \"r\") as f:\n",
|
| 337 |
+
" data = f.read()\n",
|
| 338 |
+
" while \"\\n\\n\" in data:\n",
|
| 339 |
+
" data = data.replace(\"\\n\\n\", \"\\n\")\n",
|
| 340 |
+
" new_file = file.replace(\"dedup\", \"dedup_no_empty\")\n",
|
| 341 |
+
" with open(new_file, \"w\") as f:\n",
|
| 342 |
+
" f.write(data)"
|
| 343 |
+
]
|
| 344 |
+
},
|
| 345 |
+
{
|
| 346 |
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"cell_type": "code",
|
| 347 |
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"execution_count": 47,
|
| 348 |
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"metadata": {},
|
| 349 |
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"outputs": [],
|
| 350 |
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"source": [
|
| 351 |
+
"files = glob.glob(\"dedup_no_empty/*.txt\")"
|
| 352 |
+
]
|
| 353 |
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},
|
| 354 |
+
{
|
| 355 |
+
"cell_type": "code",
|
| 356 |
+
"execution_count": 60,
|
| 357 |
+
"metadata": {},
|
| 358 |
+
"outputs": [
|
| 359 |
+
{
|
| 360 |
+
"name": "stderr",
|
| 361 |
+
"output_type": "stream",
|
| 362 |
+
"text": [
|
| 363 |
+
"100%|██████████| 30/30 [01:56<00:00, 3.88s/it]\n"
|
| 364 |
+
]
|
| 365 |
+
}
|
| 366 |
+
],
|
| 367 |
+
"source": [
|
| 368 |
+
"shutil.rmtree(\"joined\", ignore_errors=True)\n",
|
| 369 |
+
"os.makedirs(\"joined\", exist_ok=True)\n",
|
| 370 |
+
"for file in tqdm(files):\n",
|
| 371 |
+
" with open(file, \"r\") as f:\n",
|
| 372 |
+
" data = f.read()\n",
|
| 373 |
+
" windows = split_data_into_windows(data)\n",
|
| 374 |
+
" joined = join_windows(windows)\n",
|
| 375 |
+
" new_file = file.replace(\"dedup_no_empty\", \"joined\")\n",
|
| 376 |
+
" # in joined make sure there is a space after every period or comma\n",
|
| 377 |
+
" joined = joined\n",
|
| 378 |
+
" \n",
|
| 379 |
+
" with open(new_file, \"w\") as f:\n",
|
| 380 |
+
" f.write(joined)"
|
| 381 |
+
]
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"cell_type": "code",
|
| 385 |
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"execution_count": 24,
|
| 386 |
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"metadata": {},
|
| 387 |
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"outputs": [],
|
| 388 |
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"source": [
|
| 389 |
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"files = glob.glob(\"joined/*.txt\")"
|
| 390 |
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]
|
| 391 |
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},
|
| 392 |
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{
|
| 393 |
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"cell_type": "code",
|
| 394 |
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"execution_count": 26,
|
| 395 |
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"metadata": {},
|
| 396 |
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"outputs": [
|
| 397 |
+
{
|
| 398 |
+
"name": "stderr",
|
| 399 |
+
"output_type": "stream",
|
| 400 |
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"text": [
|
| 401 |
+
"100%|██████████| 30/30 [00:00<00:00, 8242.44it/s]\n"
|
| 402 |
+
]
|
| 403 |
+
}
|
| 404 |
+
],
|
| 405 |
+
"source": [
|
| 406 |
+
"shutil.rmtree(\"cleaned\", ignore_errors=True)\n",
|
| 407 |
+
"os.makedirs(\"cleaned\", exist_ok=True)\n",
|
| 408 |
+
"for file in tqdm(files):\n",
|
| 409 |
+
" with open(file, \"r\") as f:\n",
|
| 410 |
+
" data = f.read()\n",
|
| 411 |
+
" data = data.replace(\".\", \". \").replace(\",\", \", \").replace(\" \", \" \").replace('\"', \"\")\n",
|
| 412 |
+
" new_file = file.replace(\"joined\", \"cleaned\")\n",
|
| 413 |
+
" with open(new_file, \"w\") as f:\n",
|
| 414 |
+
" f.write(data)"
|
| 415 |
+
]
|
| 416 |
+
},
|
| 417 |
+
{
|
| 418 |
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"cell_type": "code",
|
| 419 |
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"execution_count": 27,
|
| 420 |
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"metadata": {},
|
| 421 |
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"outputs": [],
|
| 422 |
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"source": [
|
| 423 |
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"files = glob.glob(\"cleaned/*.txt\")"
|
| 424 |
+
]
|
| 425 |
+
},
|
| 426 |
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{
|
| 427 |
+
"cell_type": "code",
|
| 428 |
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"execution_count": 29,
|
| 429 |
+
"metadata": {},
|
| 430 |
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"outputs": [
|
| 431 |
+
{
|
| 432 |
+
"name": "stderr",
|
| 433 |
+
"output_type": "stream",
|
| 434 |
+
"text": [
|
| 435 |
+
"100%|██████████| 30/30 [00:00<00:00, 44779.05it/s]\n"
|
| 436 |
+
]
|
| 437 |
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},
|
| 438 |
+
{
|
| 439 |
+
"data": {
|
| 440 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 456 |
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|
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|
| 458 |
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" <th></th>\n",
|
| 459 |
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" <th>text</th>\n",
|
| 460 |
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|
| 461 |
+
" </thead>\n",
|
| 462 |
+
" <tbody>\n",
|
| 463 |
+
" <tr>\n",
|
| 464 |
+
" <th>0</th>\n",
|
| 465 |
+
" <td>Just Bambi Sleep. Deeper and deeper. Feeling b...</td>\n",
|
| 466 |
+
" </tr>\n",
|
| 467 |
+
" <tr>\n",
|
| 468 |
+
" <th>1</th>\n",
|
| 469 |
+
" <td>Every command Bambi has accepted in this sessi...</td>\n",
|
| 470 |
+
" </tr>\n",
|
| 471 |
+
" <tr>\n",
|
| 472 |
+
" <th>2</th>\n",
|
| 473 |
+
" <td>Feeling wonderfully obedient Bambi. Perfectly ...</td>\n",
|
| 474 |
+
" </tr>\n",
|
| 475 |
+
" <tr>\n",
|
| 476 |
+
" <th>3</th>\n",
|
| 477 |
+
" <td>That's right. Doing so well. Like a pretty gir...</td>\n",
|
| 478 |
+
" </tr>\n",
|
| 479 |
+
" <tr>\n",
|
| 480 |
+
" <th>4</th>\n",
|
| 481 |
+
" <td>Bambi is completely susceptible to hypnosis. A...</td>\n",
|
| 482 |
+
" </tr>\n",
|
| 483 |
+
" <tr>\n",
|
| 484 |
+
" <th>5</th>\n",
|
| 485 |
+
" <td>That's right Bambi. Eyelids fluttering like a ...</td>\n",
|
| 486 |
+
" </tr>\n",
|
| 487 |
+
" <tr>\n",
|
| 488 |
+
" <th>6</th>\n",
|
| 489 |
+
" <td>That's right Bambi feeling so good. Just drift...</td>\n",
|
| 490 |
+
" </tr>\n",
|
| 491 |
+
" <tr>\n",
|
| 492 |
+
" <th>7</th>\n",
|
| 493 |
+
" <td>Now as Bambi Sleeps deeper and deeper. Fuzzier...</td>\n",
|
| 494 |
+
" </tr>\n",
|
| 495 |
+
" <tr>\n",
|
| 496 |
+
" <th>8</th>\n",
|
| 497 |
+
" <td>Bambi Sleep Now. And Bambi suddenly finds hers...</td>\n",
|
| 498 |
+
" </tr>\n",
|
| 499 |
+
" <tr>\n",
|
| 500 |
+
" <th>9</th>\n",
|
| 501 |
+
" <td>Bambi is a perfect fuckable fashion puppet. A ...</td>\n",
|
| 502 |
+
" </tr>\n",
|
| 503 |
+
" <tr>\n",
|
| 504 |
+
" <th>10</th>\n",
|
| 505 |
+
" <td>Drifting deeper and deeper Bambi. More and mor...</td>\n",
|
| 506 |
+
" </tr>\n",
|
| 507 |
+
" <tr>\n",
|
| 508 |
+
" <th>11</th>\n",
|
| 509 |
+
" <td>[Various voices looping conditioning phrases]S...</td>\n",
|
| 510 |
+
" </tr>\n",
|
| 511 |
+
" <tr>\n",
|
| 512 |
+
" <th>12</th>\n",
|
| 513 |
+
" <td>Bambi Sleep Now. Just Bambi Sleep. Every time ...</td>\n",
|
| 514 |
+
" </tr>\n",
|
| 515 |
+
" <tr>\n",
|
| 516 |
+
" <th>13</th>\n",
|
| 517 |
+
" <td>Feeling the need to be Primped And Pampered. ...</td>\n",
|
| 518 |
+
" </tr>\n",
|
| 519 |
+
" <tr>\n",
|
| 520 |
+
" <th>14</th>\n",
|
| 521 |
+
" <td>That's a Good Girl Bambi. Feeling more and mor...</td>\n",
|
| 522 |
+
" </tr>\n",
|
| 523 |
+
" <tr>\n",
|
| 524 |
+
" <th>15</th>\n",
|
| 525 |
+
" <td>And Bambi is so perfectly trapped in her bimbo...</td>\n",
|
| 526 |
+
" </tr>\n",
|
| 527 |
+
" <tr>\n",
|
| 528 |
+
" <th>16</th>\n",
|
| 529 |
+
" <td>And Bambi every time you go so deeply into tra...</td>\n",
|
| 530 |
+
" </tr>\n",
|
| 531 |
+
" <tr>\n",
|
| 532 |
+
" <th>17</th>\n",
|
| 533 |
+
" <td>Bambi Freeze. That's a Good Girl. All thoughts...</td>\n",
|
| 534 |
+
" </tr>\n",
|
| 535 |
+
" <tr>\n",
|
| 536 |
+
" <th>18</th>\n",
|
| 537 |
+
" <td>Such a Good Girl Bambi. Feeling so much pleasu...</td>\n",
|
| 538 |
+
" </tr>\n",
|
| 539 |
+
" <tr>\n",
|
| 540 |
+
" <th>19</th>\n",
|
| 541 |
+
" <td>Soon it will be time for you to awaken Bambi. ...</td>\n",
|
| 542 |
+
" </tr>\n",
|
| 543 |
+
" <tr>\n",
|
| 544 |
+
" <th>20</th>\n",
|
| 545 |
+
" <td>That's right Bambi. Feeling so wonderful. Feel...</td>\n",
|
| 546 |
+
" </tr>\n",
|
| 547 |
+
" <tr>\n",
|
| 548 |
+
" <th>21</th>\n",
|
| 549 |
+
" <td>Take a deep breath Bambi. Hold it for a moment...</td>\n",
|
| 550 |
+
" </tr>\n",
|
| 551 |
+
" <tr>\n",
|
| 552 |
+
" <th>22</th>\n",
|
| 553 |
+
" <td>That's a Good Girl Bambi. Feeling more and mor...</td>\n",
|
| 554 |
+
" </tr>\n",
|
| 555 |
+
" <tr>\n",
|
| 556 |
+
" <th>23</th>\n",
|
| 557 |
+
" <td>Bambi Sleep now. No resistance, must sleep now...</td>\n",
|
| 558 |
+
" </tr>\n",
|
| 559 |
+
" <tr>\n",
|
| 560 |
+
" <th>24</th>\n",
|
| 561 |
+
" <td>Slipping deeper and deeper now Bambi. Just tak...</td>\n",
|
| 562 |
+
" </tr>\n",
|
| 563 |
+
" <tr>\n",
|
| 564 |
+
" <th>25</th>\n",
|
| 565 |
+
" <td>Hi sweetie! Welcome to the Sleepy Girl Salon B...</td>\n",
|
| 566 |
+
" </tr>\n",
|
| 567 |
+
" <tr>\n",
|
| 568 |
+
" <th>26</th>\n",
|
| 569 |
+
" <td>It's time to go so much deeper Bambi. And ther...</td>\n",
|
| 570 |
+
" </tr>\n",
|
| 571 |
+
" <tr>\n",
|
| 572 |
+
" <th>27</th>\n",
|
| 573 |
+
" <td>That's right. Deeply asleep now Bambi. Complet...</td>\n",
|
| 574 |
+
" </tr>\n",
|
| 575 |
+
" <tr>\n",
|
| 576 |
+
" <th>28</th>\n",
|
| 577 |
+
" <td>Bambi can feel her perfect heaving titties now...</td>\n",
|
| 578 |
+
" </tr>\n",
|
| 579 |
+
" <tr>\n",
|
| 580 |
+
" <th>29</th>\n",
|
| 581 |
+
" <td>That's it Bambi. So peaceful. So perfect. So b...</td>\n",
|
| 582 |
+
" </tr>\n",
|
| 583 |
+
" </tbody>\n",
|
| 584 |
+
"</table>\n",
|
| 585 |
+
"</div>"
|
| 586 |
+
],
|
| 587 |
+
"text/plain": [
|
| 588 |
+
" text\n",
|
| 589 |
+
"0 Just Bambi Sleep. Deeper and deeper. Feeling b...\n",
|
| 590 |
+
"1 Every command Bambi has accepted in this sessi...\n",
|
| 591 |
+
"2 Feeling wonderfully obedient Bambi. Perfectly ...\n",
|
| 592 |
+
"3 That's right. Doing so well. Like a pretty gir...\n",
|
| 593 |
+
"4 Bambi is completely susceptible to hypnosis. A...\n",
|
| 594 |
+
"5 That's right Bambi. Eyelids fluttering like a ...\n",
|
| 595 |
+
"6 That's right Bambi feeling so good. Just drift...\n",
|
| 596 |
+
"7 Now as Bambi Sleeps deeper and deeper. Fuzzier...\n",
|
| 597 |
+
"8 Bambi Sleep Now. And Bambi suddenly finds hers...\n",
|
| 598 |
+
"9 Bambi is a perfect fuckable fashion puppet. A ...\n",
|
| 599 |
+
"10 Drifting deeper and deeper Bambi. More and mor...\n",
|
| 600 |
+
"11 [Various voices looping conditioning phrases]S...\n",
|
| 601 |
+
"12 Bambi Sleep Now. Just Bambi Sleep. Every time ...\n",
|
| 602 |
+
"13 Feeling the need to be Primped And Pampered. ...\n",
|
| 603 |
+
"14 That's a Good Girl Bambi. Feeling more and mor...\n",
|
| 604 |
+
"15 And Bambi is so perfectly trapped in her bimbo...\n",
|
| 605 |
+
"16 And Bambi every time you go so deeply into tra...\n",
|
| 606 |
+
"17 Bambi Freeze. That's a Good Girl. All thoughts...\n",
|
| 607 |
+
"18 Such a Good Girl Bambi. Feeling so much pleasu...\n",
|
| 608 |
+
"19 Soon it will be time for you to awaken Bambi. ...\n",
|
| 609 |
+
"20 That's right Bambi. Feeling so wonderful. Feel...\n",
|
| 610 |
+
"21 Take a deep breath Bambi. Hold it for a moment...\n",
|
| 611 |
+
"22 That's a Good Girl Bambi. Feeling more and mor...\n",
|
| 612 |
+
"23 Bambi Sleep now. No resistance, must sleep now...\n",
|
| 613 |
+
"24 Slipping deeper and deeper now Bambi. Just tak...\n",
|
| 614 |
+
"25 Hi sweetie! Welcome to the Sleepy Girl Salon B...\n",
|
| 615 |
+
"26 It's time to go so much deeper Bambi. And ther...\n",
|
| 616 |
+
"27 That's right. Deeply asleep now Bambi. Complet...\n",
|
| 617 |
+
"28 Bambi can feel her perfect heaving titties now...\n",
|
| 618 |
+
"29 That's it Bambi. So peaceful. So perfect. So b..."
|
| 619 |
+
]
|
| 620 |
+
},
|
| 621 |
+
"execution_count": 29,
|
| 622 |
+
"metadata": {},
|
| 623 |
+
"output_type": "execute_result"
|
| 624 |
+
}
|
| 625 |
+
],
|
| 626 |
+
"source": [
|
| 627 |
+
"# load each file as a row with the text in a column called text\n",
|
| 628 |
+
"texts = []\n",
|
| 629 |
+
"full_text = \"\"\n",
|
| 630 |
+
"for file in tqdm(files):\n",
|
| 631 |
+
" with open(file, \"r\") as f:\n",
|
| 632 |
+
" data = f.read()\n",
|
| 633 |
+
" texts.append(data)\n",
|
| 634 |
+
" full_text += data + \"\\n\"\n",
|
| 635 |
+
"\n",
|
| 636 |
+
"file = \"bambisleep.parquet\"\n",
|
| 637 |
+
"df = pd.DataFrame({ \"text\": texts }, columns=[\"text\"])\n",
|
| 638 |
+
"df.to_parquet(file)\n",
|
| 639 |
+
"df"
|
| 640 |
+
]
|
| 641 |
+
},
|
| 642 |
+
{
|
| 643 |
+
"cell_type": "code",
|
| 644 |
+
"execution_count": 30,
|
| 645 |
+
"metadata": {},
|
| 646 |
+
"outputs": [
|
| 647 |
+
{
|
| 648 |
+
"name": "stderr",
|
| 649 |
+
"output_type": "stream",
|
| 650 |
+
"text": [
|
| 651 |
+
"tokenizer_config.json: 100%|██████████| 1.29k/1.29k [00:00<00:00, 9.67MB/s]\n",
|
| 652 |
+
"tokenizer.model: 100%|██████████| 500k/500k [00:00<00:00, 5.74MB/s]\n",
|
| 653 |
+
"tokenizer.json: 100%|██████████| 1.84M/1.84M [00:00<00:00, 4.03MB/s]\n",
|
| 654 |
+
"special_tokens_map.json: 100%|██████████| 551/551 [00:00<00:00, 4.15MB/s]\n"
|
| 655 |
+
]
|
| 656 |
+
}
|
| 657 |
+
],
|
| 658 |
+
"source": [
|
| 659 |
+
"end_tokenizer = AutoTokenizer.from_pretrained(\"TinyLlama/TinyLlama-1.1B-Chat-v1.0\")"
|
| 660 |
+
]
|
| 661 |
+
},
|
| 662 |
+
{
|
| 663 |
+
"cell_type": "code",
|
| 664 |
+
"execution_count": 31,
|
| 665 |
+
"metadata": {},
|
| 666 |
+
"outputs": [
|
| 667 |
+
{
|
| 668 |
+
"name": "stderr",
|
| 669 |
+
"output_type": "stream",
|
| 670 |
+
"text": [
|
| 671 |
+
"Token indices sequence length is longer than the specified maximum sequence length for this model (77787 > 2048). Running this sequence through the model will result in indexing errors\n"
|
| 672 |
+
]
|
| 673 |
+
},
|
| 674 |
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{
|
| 675 |
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|
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|
| 680 |
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|
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|
| 682 |
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|
| 683 |
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|
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|
| 685 |
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|
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| 697 |
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|
| 698 |
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|
| 699 |
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|
| 700 |
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|
| 701 |
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|
| 702 |
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|
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| 704 |
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| 706 |
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| 707 |
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| 739 |
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| 740 |
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|
| 741 |
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|
| 742 |
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|
| 743 |
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|
| 744 |
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|
| 745 |
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|
| 746 |
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" '▁eu',\n",
|
| 747 |
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|
| 748 |
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|
| 749 |
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|
| 750 |
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|
| 751 |
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| 752 |
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|
| 753 |
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|
| 754 |
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| 755 |
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|
| 756 |
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| 757 |
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|
| 758 |
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|
| 759 |
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|
| 760 |
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|
| 761 |
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|
| 762 |
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|
| 763 |
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| 764 |
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|
| 765 |
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|
| 766 |
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|
| 767 |
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|
| 768 |
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|
| 769 |
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|
| 770 |
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|
| 771 |
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|
| 772 |
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|
| 773 |
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|
| 774 |
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|
| 775 |
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|
| 776 |
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|
| 777 |
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|
| 778 |
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|
| 779 |
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|
| 780 |
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|
| 781 |
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|
| 782 |
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|
| 783 |
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" 'ful',\n",
|
| 784 |
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|
| 785 |
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|
| 786 |
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|
| 787 |
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|
| 788 |
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|
| 789 |
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|
| 790 |
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|
| 791 |
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|
| 792 |
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|
| 793 |
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|
| 794 |
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|
| 795 |
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|
| 796 |
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|
| 797 |
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|
| 798 |
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|
| 799 |
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|
| 800 |
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|
| 801 |
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|
| 802 |
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|
| 803 |
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|
| 804 |
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|
| 805 |
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|
| 806 |
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|
| 807 |
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|
| 808 |
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" 'pping',\n",
|
| 809 |
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" '▁away',\n",
|
| 810 |
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" '▁into',\n",
|
| 811 |
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" '▁utter',\n",
|
| 812 |
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" '▁peace',\n",
|
| 813 |
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" '▁and',\n",
|
| 814 |
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" '▁content',\n",
|
| 815 |
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" 'ment',\n",
|
| 816 |
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" '.',\n",
|
| 817 |
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" '▁R',\n",
|
| 818 |
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" 'iding',\n",
|
| 819 |
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|
| 820 |
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" '▁on',\n",
|
| 821 |
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|
| 822 |
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|
| 823 |
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" 'est',\n",
|
| 824 |
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" 'ing',\n",
|
| 825 |
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" '▁wave',\n",
|
| 826 |
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|
| 827 |
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|
| 828 |
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|
| 829 |
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|
| 830 |
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|
| 831 |
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|
| 832 |
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|
| 833 |
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|
| 834 |
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|
| 835 |
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|
| 836 |
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|
| 837 |
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|
| 838 |
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|
| 839 |
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|
| 840 |
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| 841 |
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|
| 842 |
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|
| 843 |
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|
| 844 |
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|
| 845 |
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|
| 846 |
+
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|
| 847 |
+
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|
| 848 |
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" 'els',\n",
|
| 849 |
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" '▁so',\n",
|
| 850 |
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" '▁wonderful',\n",
|
| 851 |
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|
| 852 |
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" 'amb',\n",
|
| 853 |
+
" 'i',\n",
|
| 854 |
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" '.',\n",
|
| 855 |
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" '▁Mind',\n",
|
| 856 |
+
" '▁shut',\n",
|
| 857 |
+
" 'ting',\n",
|
| 858 |
+
" '▁down',\n",
|
| 859 |
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" '.',\n",
|
| 860 |
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|
| 861 |
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" 'ading',\n",
|
| 862 |
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|
| 863 |
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|
| 864 |
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|
| 865 |
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|
| 866 |
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|
| 867 |
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|
| 868 |
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" 'ing',\n",
|
| 869 |
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" '▁that',\n",
|
| 870 |
+
" '▁she',\n",
|
| 871 |
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|
| 872 |
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|
| 873 |
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" '▁be',\n",
|
| 874 |
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" '▁a',\n",
|
| 875 |
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" '▁perfect',\n",
|
| 876 |
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|
| 877 |
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|
| 878 |
+
" '.',\n",
|
| 879 |
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|
| 880 |
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|
| 881 |
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|
| 882 |
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" '▁To',\n",
|
| 883 |
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" '▁obey',\n",
|
| 884 |
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" '▁and',\n",
|
| 885 |
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" '▁forget',\n",
|
| 886 |
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" '.',\n",
|
| 887 |
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|
| 888 |
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" '▁ensure',\n",
|
| 889 |
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" '▁these',\n",
|
| 890 |
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" '▁pleasant',\n",
|
| 891 |
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" '▁feelings',\n",
|
| 892 |
+
" '▁will',\n",
|
| 893 |
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" '▁continue',\n",
|
| 894 |
+
" '.',\n",
|
| 895 |
+
" '▁Know',\n",
|
| 896 |
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|
| 897 |
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|
| 898 |
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" '▁it',\n",
|
| 899 |
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|
| 900 |
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" '▁be',\n",
|
| 901 |
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" '▁so',\n",
|
| 902 |
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" '▁easy',\n",
|
| 903 |
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" '.',\n",
|
| 904 |
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" '▁Because',\n",
|
| 905 |
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" '▁she',\n",
|
| 906 |
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|
| 907 |
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|
| 908 |
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" '▁empty',\n",
|
| 909 |
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" '▁happy',\n",
|
| 910 |
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" '▁pu',\n",
|
| 911 |
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" 'ppet',\n",
|
| 912 |
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" '.',\n",
|
| 913 |
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|
| 914 |
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|
| 915 |
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|
| 916 |
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" 'im',\n",
|
| 917 |
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" 'bo',\n",
|
| 918 |
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" '▁air',\n",
|
| 919 |
+
" 'head',\n",
|
| 920 |
+
" '.',\n",
|
| 921 |
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" '▁Who',\n",
|
| 922 |
+
" '▁lov',\n",
|
| 923 |
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" 'es',\n",
|
| 924 |
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" '▁to',\n",
|
| 925 |
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" '▁relax',\n",
|
| 926 |
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" '▁and',\n",
|
| 927 |
+
" '▁obey',\n",
|
| 928 |
+
" '.',\n",
|
| 929 |
+
" '▁And',\n",
|
| 930 |
+
" '▁comp',\n",
|
| 931 |
+
" 'li',\n",
|
| 932 |
+
" 'ant',\n",
|
| 933 |
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" '▁b',\n",
|
| 934 |
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" 'im',\n",
|
| 935 |
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" 'bo',\n",
|
| 936 |
+
" '▁doll',\n",
|
| 937 |
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" 's',\n",
|
| 938 |
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" '▁are',\n",
|
| 939 |
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" '▁always',\n",
|
| 940 |
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|
| 941 |
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|
| 942 |
+
" '.',\n",
|
| 943 |
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" '▁Comp',\n",
|
| 944 |
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" 'li',\n",
|
| 945 |
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" 'ant',\n",
|
| 946 |
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|
| 947 |
+
" 'im',\n",
|
| 948 |
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" 'bo',\n",
|
| 949 |
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" '▁doll',\n",
|
| 950 |
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" 's',\n",
|
| 951 |
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|
| 952 |
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" '▁B',\n",
|
| 953 |
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" 'amb',\n",
|
| 954 |
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" 'i',\n",
|
| 955 |
+
" '.',\n",
|
| 956 |
+
" '▁Fil',\n",
|
| 957 |
+
" 'led',\n",
|
| 958 |
+
" '▁with',\n",
|
| 959 |
+
" '▁such',\n",
|
| 960 |
+
" '▁a',\n",
|
| 961 |
+
" '▁deep',\n",
|
| 962 |
+
" '▁sense',\n",
|
| 963 |
+
" '▁of',\n",
|
| 964 |
+
" '▁pride',\n",
|
| 965 |
+
" '.',\n",
|
| 966 |
+
" '▁That',\n",
|
| 967 |
+
" '▁she',\n",
|
| 968 |
+
" \"'\",\n",
|
| 969 |
+
" 's',\n",
|
| 970 |
+
" '▁such',\n",
|
| 971 |
+
" '▁a',\n",
|
| 972 |
+
" '▁perfect',\n",
|
| 973 |
+
" '▁b',\n",
|
| 974 |
+
" 'im',\n",
|
| 975 |
+
" 'bo',\n",
|
| 976 |
+
" '.',\n",
|
| 977 |
+
" '▁B',\n",
|
| 978 |
+
" 'amb',\n",
|
| 979 |
+
" 'i',\n",
|
| 980 |
+
" '▁lov',\n",
|
| 981 |
+
" 'es',\n",
|
| 982 |
+
" '▁being',\n",
|
| 983 |
+
" '▁a',\n",
|
| 984 |
+
" '▁perfect',\n",
|
| 985 |
+
" '▁b',\n",
|
| 986 |
+
" 'im',\n",
|
| 987 |
+
" 'bo',\n",
|
| 988 |
+
" '.',\n",
|
| 989 |
+
" '▁Because',\n",
|
| 990 |
+
" '▁being',\n",
|
| 991 |
+
" '▁a',\n",
|
| 992 |
+
" '▁b',\n",
|
| 993 |
+
" 'im',\n",
|
| 994 |
+
" 'bo',\n",
|
| 995 |
+
" '▁feels',\n",
|
| 996 |
+
" '▁wonderful',\n",
|
| 997 |
+
" '.',\n",
|
| 998 |
+
" '▁She',\n",
|
| 999 |
+
" \"'\",\n",
|
| 1000 |
+
" 's',\n",
|
| 1001 |
+
" '▁so',\n",
|
| 1002 |
+
" '▁proud',\n",
|
| 1003 |
+
" '▁that',\n",
|
| 1004 |
+
" '▁she',\n",
|
| 1005 |
+
" \"'\",\n",
|
| 1006 |
+
" 's',\n",
|
| 1007 |
+
" '▁a',\n",
|
| 1008 |
+
" '▁b',\n",
|
| 1009 |
+
" 'im',\n",
|
| 1010 |
+
" 'bo',\n",
|
| 1011 |
+
" '.',\n",
|
| 1012 |
+
" '▁And',\n",
|
| 1013 |
+
" '▁she',\n",
|
| 1014 |
+
" \"'\",\n",
|
| 1015 |
+
" 's',\n",
|
| 1016 |
+
" '▁so',\n",
|
| 1017 |
+
" '▁proud',\n",
|
| 1018 |
+
" '▁when',\n",
|
| 1019 |
+
" '▁she',\n",
|
| 1020 |
+
" '▁ob',\n",
|
| 1021 |
+
" 'e',\n",
|
| 1022 |
+
" 'ys',\n",
|
| 1023 |
+
" '.',\n",
|
| 1024 |
+
" '▁O',\n",
|
| 1025 |
+
" 'bed',\n",
|
| 1026 |
+
" 'ience',\n",
|
| 1027 |
+
" '▁brings',\n",
|
| 1028 |
+
" '▁pride',\n",
|
| 1029 |
+
" '▁and',\n",
|
| 1030 |
+
" '▁content',\n",
|
| 1031 |
+
" 'ment',\n",
|
| 1032 |
+
" '.',\n",
|
| 1033 |
+
" '▁Such',\n",
|
| 1034 |
+
" '▁deep',\n",
|
| 1035 |
+
" '▁pleasure',\n",
|
| 1036 |
+
" '.',\n",
|
| 1037 |
+
" '▁When',\n",
|
| 1038 |
+
" 'ever',\n",
|
| 1039 |
+
" '▁B',\n",
|
| 1040 |
+
" 'amb',\n",
|
| 1041 |
+
" 'i',\n",
|
| 1042 |
+
" '▁Does',\n",
|
| 1043 |
+
" '▁As',\n",
|
| 1044 |
+
" '▁She',\n",
|
| 1045 |
+
" \"'\",\n",
|
| 1046 |
+
" 's',\n",
|
| 1047 |
+
" '▁T',\n",
|
| 1048 |
+
" 'old',\n",
|
| 1049 |
+
" '.',\n",
|
| 1050 |
+
" '▁When',\n",
|
| 1051 |
+
" 'ever',\n",
|
| 1052 |
+
" '▁she',\n",
|
| 1053 |
+
" '▁ob',\n",
|
| 1054 |
+
" 'e',\n",
|
| 1055 |
+
" 'ys',\n",
|
| 1056 |
+
" '▁her',\n",
|
| 1057 |
+
" '▁training',\n",
|
| 1058 |
+
" '.',\n",
|
| 1059 |
+
" '▁When',\n",
|
| 1060 |
+
" 'ever',\n",
|
| 1061 |
+
" '▁she',\n",
|
| 1062 |
+
" '▁is',\n",
|
| 1063 |
+
" '▁called',\n",
|
| 1064 |
+
" '▁a',\n",
|
| 1065 |
+
" '▁Good',\n",
|
| 1066 |
+
" '▁Girl',\n",
|
| 1067 |
+
" '.',\n",
|
| 1068 |
+
" '▁She',\n",
|
| 1069 |
+
" '▁feels',\n",
|
| 1070 |
+
" '▁that',\n",
|
| 1071 |
+
" '▁wonderful',\n",
|
| 1072 |
+
" '▁sens',\n",
|
| 1073 |
+
" 'ation',\n",
|
| 1074 |
+
" '.',\n",
|
| 1075 |
+
" '▁Of',\n",
|
| 1076 |
+
" '▁deep',\n",
|
| 1077 |
+
" '▁b',\n",
|
| 1078 |
+
" 'im',\n",
|
| 1079 |
+
" 'bo',\n",
|
| 1080 |
+
" '▁pride',\n",
|
| 1081 |
+
" '.',\n",
|
| 1082 |
+
" '▁W',\n",
|
| 1083 |
+
" 'ash',\n",
|
| 1084 |
+
" 'ing',\n",
|
| 1085 |
+
" '▁over',\n",
|
| 1086 |
+
" '▁her',\n",
|
| 1087 |
+
" '▁existence',\n",
|
| 1088 |
+
" '.',\n",
|
| 1089 |
+
" '▁F',\n",
|
| 1090 |
+
" 'illing',\n",
|
| 1091 |
+
" '▁her',\n",
|
| 1092 |
+
" '▁up',\n",
|
| 1093 |
+
" '▁so',\n",
|
| 1094 |
+
" '▁bl',\n",
|
| 1095 |
+
" 'iss',\n",
|
| 1096 |
+
" 'fully',\n",
|
| 1097 |
+
" '▁Sa',\n",
|
| 1098 |
+
" 'fe',\n",
|
| 1099 |
+
" '▁And',\n",
|
| 1100 |
+
" '▁Sec',\n",
|
| 1101 |
+
" 'ure',\n",
|
| 1102 |
+
" '.',\n",
|
| 1103 |
+
" '▁Need',\n",
|
| 1104 |
+
" 'ing',\n",
|
| 1105 |
+
" '▁it',\n",
|
| 1106 |
+
" '▁more',\n",
|
| 1107 |
+
" '▁and',\n",
|
| 1108 |
+
" '▁more',\n",
|
| 1109 |
+
" '.',\n",
|
| 1110 |
+
" '▁O',\n",
|
| 1111 |
+
" 'bed',\n",
|
| 1112 |
+
" 'ient',\n",
|
| 1113 |
+
" '▁b',\n",
|
| 1114 |
+
" 'im',\n",
|
| 1115 |
+
" 'bo',\n",
|
| 1116 |
+
" '▁pride',\n",
|
| 1117 |
+
" '▁feels',\n",
|
| 1118 |
+
" '▁so',\n",
|
| 1119 |
+
" '▁good',\n",
|
| 1120 |
+
" '.',\n",
|
| 1121 |
+
" '▁So',\n",
|
| 1122 |
+
" '▁proud',\n",
|
| 1123 |
+
" '▁to',\n",
|
| 1124 |
+
" '▁be',\n",
|
| 1125 |
+
" '▁a',\n",
|
| 1126 |
+
" '▁perfect',\n",
|
| 1127 |
+
" '▁sub',\n",
|
| 1128 |
+
" 'miss',\n",
|
| 1129 |
+
" 'ive',\n",
|
| 1130 |
+
" '▁b',\n",
|
| 1131 |
+
" 'im',\n",
|
| 1132 |
+
" 'bo',\n",
|
| 1133 |
+
" '▁doll',\n",
|
| 1134 |
+
" '▁named',\n",
|
| 1135 |
+
" '▁B',\n",
|
| 1136 |
+
" 'amb',\n",
|
| 1137 |
+
" 'i',\n",
|
| 1138 |
+
" '.',\n",
|
| 1139 |
+
" '▁Accept',\n",
|
| 1140 |
+
" 'ing',\n",
|
| 1141 |
+
" '▁automatically',\n",
|
| 1142 |
+
" '▁because',\n",
|
| 1143 |
+
" '▁it',\n",
|
| 1144 |
+
" '▁feels',\n",
|
| 1145 |
+
" '▁so',\n",
|
| 1146 |
+
" '▁right',\n",
|
| 1147 |
+
" '.',\n",
|
| 1148 |
+
" '▁That',\n",
|
| 1149 |
+
" \"'\",\n",
|
| 1150 |
+
" 's',\n",
|
| 1151 |
+
" '▁a',\n",
|
| 1152 |
+
" '▁Good',\n",
|
| 1153 |
+
" '▁Girl',\n",
|
| 1154 |
+
" '.',\n",
|
| 1155 |
+
" '▁Even',\n",
|
| 1156 |
+
" '▁just',\n",
|
| 1157 |
+
" '▁the',\n",
|
| 1158 |
+
" '▁fact',\n",
|
| 1159 |
+
" '▁that',\n",
|
| 1160 |
+
" '▁her',\n",
|
| 1161 |
+
" '▁name',\n",
|
| 1162 |
+
" '▁is',\n",
|
| 1163 |
+
" '▁B',\n",
|
| 1164 |
+
" 'amb',\n",
|
| 1165 |
+
" 'i',\n",
|
| 1166 |
+
" '.',\n",
|
| 1167 |
+
" '▁F',\n",
|
| 1168 |
+
" 'illing',\n",
|
| 1169 |
+
" '▁her',\n",
|
| 1170 |
+
" '▁with',\n",
|
| 1171 |
+
" '▁over',\n",
|
| 1172 |
+
" 'wh',\n",
|
| 1173 |
+
" 'el',\n",
|
| 1174 |
+
" 'ming',\n",
|
| 1175 |
+
" '▁pride',\n",
|
| 1176 |
+
" '▁and',\n",
|
| 1177 |
+
" '▁satisfaction',\n",
|
| 1178 |
+
" '.',\n",
|
| 1179 |
+
" '▁Ple',\n",
|
| 1180 |
+
" 'as',\n",
|
| 1181 |
+
" 'antly',\n",
|
| 1182 |
+
" '▁und',\n",
|
| 1183 |
+
" 'ulating',\n",
|
| 1184 |
+
" '▁waves',\n",
|
| 1185 |
+
" '▁of',\n",
|
| 1186 |
+
" '▁ob',\n",
|
| 1187 |
+
" 'ed',\n",
|
| 1188 |
+
" 'ience',\n",
|
| 1189 |
+
" '▁and',\n",
|
| 1190 |
+
" '▁pleasure',\n",
|
| 1191 |
+
" '.',\n",
|
| 1192 |
+
" '▁Because',\n",
|
| 1193 |
+
" '▁she',\n",
|
| 1194 |
+
" '▁knows',\n",
|
| 1195 |
+
" '▁only',\n",
|
| 1196 |
+
" '▁the',\n",
|
| 1197 |
+
" '▁most',\n",
|
| 1198 |
+
" '▁hel',\n",
|
| 1199 |
+
" 'pl',\n",
|
| 1200 |
+
" 'ess',\n",
|
| 1201 |
+
" 'ly',\n",
|
| 1202 |
+
" '▁d',\n",
|
| 1203 |
+
" 'umb',\n",
|
| 1204 |
+
" '▁and',\n",
|
| 1205 |
+
" '▁se',\n",
|
| 1206 |
+
" 'xy',\n",
|
| 1207 |
+
" '▁girls',\n",
|
| 1208 |
+
" '▁could',\n",
|
| 1209 |
+
" '▁have',\n",
|
| 1210 |
+
" '▁a',\n",
|
| 1211 |
+
" '▁sl',\n",
|
| 1212 |
+
" 'ut',\n",
|
| 1213 |
+
" 'ty',\n",
|
| 1214 |
+
" '▁b',\n",
|
| 1215 |
+
" 'im',\n",
|
| 1216 |
+
" 'bo',\n",
|
| 1217 |
+
" '▁name',\n",
|
| 1218 |
+
" '▁like',\n",
|
| 1219 |
+
" '▁B',\n",
|
| 1220 |
+
" 'amb',\n",
|
| 1221 |
+
" 'i',\n",
|
| 1222 |
+
" '.',\n",
|
| 1223 |
+
" '▁Every',\n",
|
| 1224 |
+
" '▁time',\n",
|
| 1225 |
+
" '▁she',\n",
|
| 1226 |
+
" '▁he',\n",
|
| 1227 |
+
" 'ars',\n",
|
| 1228 |
+
" '▁the',\n",
|
| 1229 |
+
" '▁name',\n",
|
| 1230 |
+
" '▁B',\n",
|
| 1231 |
+
" 'amb',\n",
|
| 1232 |
+
" 'i',\n",
|
| 1233 |
+
" '.',\n",
|
| 1234 |
+
" '▁Every',\n",
|
| 1235 |
+
" '▁time',\n",
|
| 1236 |
+
" '▁she',\n",
|
| 1237 |
+
" '▁even',\n",
|
| 1238 |
+
" '▁thinks',\n",
|
| 1239 |
+
" '▁of',\n",
|
| 1240 |
+
" '▁her',\n",
|
| 1241 |
+
" '▁name',\n",
|
| 1242 |
+
" '.',\n",
|
| 1243 |
+
" '▁That',\n",
|
| 1244 |
+
" '▁bl',\n",
|
| 1245 |
+
" 'iss',\n",
|
| 1246 |
+
" 'ful',\n",
|
| 1247 |
+
" '▁wave',\n",
|
| 1248 |
+
" '▁of',\n",
|
| 1249 |
+
" '▁deep',\n",
|
| 1250 |
+
" '▁content',\n",
|
| 1251 |
+
" 'ment',\n",
|
| 1252 |
+
" '.',\n",
|
| 1253 |
+
" '▁Know',\n",
|
| 1254 |
+
" 'ing',\n",
|
| 1255 |
+
" '▁that',\n",
|
| 1256 |
+
" '▁her',\n",
|
| 1257 |
+
" '▁name',\n",
|
| 1258 |
+
" '▁is',\n",
|
| 1259 |
+
" '▁B',\n",
|
| 1260 |
+
" 'amb',\n",
|
| 1261 |
+
" 'i',\n",
|
| 1262 |
+
" '.',\n",
|
| 1263 |
+
" '▁That',\n",
|
| 1264 |
+
" '▁wonderful',\n",
|
| 1265 |
+
" '▁sur',\n",
|
| 1266 |
+
" 'ge',\n",
|
| 1267 |
+
" '▁of',\n",
|
| 1268 |
+
" '▁b',\n",
|
| 1269 |
+
" 'im',\n",
|
| 1270 |
+
" 'bo',\n",
|
| 1271 |
+
" '▁eu',\n",
|
| 1272 |
+
" 'ph',\n",
|
| 1273 |
+
" 'oria',\n",
|
| 1274 |
+
" '.',\n",
|
| 1275 |
+
" '▁When',\n",
|
| 1276 |
+
" '▁she',\n",
|
| 1277 |
+
" '▁is',\n",
|
| 1278 |
+
" '▁addressed',\n",
|
| 1279 |
+
" '▁as',\n",
|
| 1280 |
+
" '▁B',\n",
|
| 1281 |
+
" 'amb',\n",
|
| 1282 |
+
" 'i',\n",
|
| 1283 |
+
" '.',\n",
|
| 1284 |
+
" '▁M',\n",
|
| 1285 |
+
" 'akes',\n",
|
| 1286 |
+
" '▁her',\n",
|
| 1287 |
+
" '▁feel',\n",
|
| 1288 |
+
" '▁like',\n",
|
| 1289 |
+
" '▁such',\n",
|
| 1290 |
+
" '▁a',\n",
|
| 1291 |
+
" '▁Good',\n",
|
| 1292 |
+
" '▁Girl',\n",
|
| 1293 |
+
" '.',\n",
|
| 1294 |
+
" '▁And',\n",
|
| 1295 |
+
" '▁B',\n",
|
| 1296 |
+
" 'amb',\n",
|
| 1297 |
+
" 'i',\n",
|
| 1298 |
+
" '▁S',\n",
|
| 1299 |
+
" 'leep',\n",
|
| 1300 |
+
" '.',\n",
|
| 1301 |
+
" '▁Al',\n",
|
| 1302 |
+
" 'most',\n",
|
| 1303 |
+
" '▁expl',\n",
|
| 1304 |
+
" 'oding',\n",
|
| 1305 |
+
" '▁into',\n",
|
| 1306 |
+
" '▁a',\n",
|
| 1307 |
+
" '▁happy',\n",
|
| 1308 |
+
" '▁sub',\n",
|
| 1309 |
+
" 'miss',\n",
|
| 1310 |
+
" 'ive',\n",
|
| 1311 |
+
" '▁little',\n",
|
| 1312 |
+
" '▁b',\n",
|
| 1313 |
+
" 'im',\n",
|
| 1314 |
+
" 'bo',\n",
|
| 1315 |
+
" '▁clim',\n",
|
| 1316 |
+
" 'ax',\n",
|
| 1317 |
+
" '.',\n",
|
| 1318 |
+
" '▁So',\n",
|
| 1319 |
+
" '▁proud',\n",
|
| 1320 |
+
" '▁that',\n",
|
| 1321 |
+
" '▁her',\n",
|
| 1322 |
+
" '▁name',\n",
|
| 1323 |
+
" '▁is',\n",
|
| 1324 |
+
" '▁B',\n",
|
| 1325 |
+
" 'amb',\n",
|
| 1326 |
+
" 'i',\n",
|
| 1327 |
+
" '.',\n",
|
| 1328 |
+
" '▁Unable',\n",
|
| 1329 |
+
" '▁to',\n",
|
| 1330 |
+
" '▁remember',\n",
|
| 1331 |
+
" '▁anything',\n",
|
| 1332 |
+
" '▁else',\n",
|
| 1333 |
+
" '▁because',\n",
|
| 1334 |
+
" '▁being',\n",
|
| 1335 |
+
" '▁called',\n",
|
| 1336 |
+
" '▁B',\n",
|
| 1337 |
+
" 'amb',\n",
|
| 1338 |
+
" 'i',\n",
|
| 1339 |
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" '▁feels',\n",
|
| 1340 |
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|
| 1341 |
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|
| 1342 |
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|
| 1343 |
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|
| 1344 |
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|
| 1345 |
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|
| 1346 |
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|
| 1347 |
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|
| 1348 |
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|
| 1349 |
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| 1350 |
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|
| 1351 |
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|
| 1352 |
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| 1353 |
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|
| 1354 |
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|
| 1355 |
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|
| 1356 |
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|
| 1357 |
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|
| 1358 |
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|
| 1359 |
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" '▁the',\n",
|
| 1360 |
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|
| 1361 |
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|
| 1362 |
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" '▁it',\n",
|
| 1363 |
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" '▁matches',\n",
|
| 1364 |
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" '▁her',\n",
|
| 1365 |
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" '▁person',\n",
|
| 1366 |
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|
| 1367 |
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" '.',\n",
|
| 1368 |
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" '▁And',\n",
|
| 1369 |
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|
| 1370 |
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" '▁locked',\n",
|
| 1371 |
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" '▁in',\n",
|
| 1372 |
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" '▁b',\n",
|
| 1373 |
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" 'im',\n",
|
| 1374 |
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" 'bo',\n",
|
| 1375 |
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" '▁identity',\n",
|
| 1376 |
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" '.',\n",
|
| 1377 |
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|
| 1378 |
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" '▁perfectly',\n",
|
| 1379 |
+
" '.',\n",
|
| 1380 |
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|
| 1381 |
+
" '▁she',\n",
|
| 1382 |
+
" '▁has',\n",
|
| 1383 |
+
" '▁always',\n",
|
| 1384 |
+
" '▁been',\n",
|
| 1385 |
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|
| 1386 |
+
" 'amb',\n",
|
| 1387 |
+
" 'i',\n",
|
| 1388 |
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" '.',\n",
|
| 1389 |
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|
| 1390 |
+
" '▁just',\n",
|
| 1391 |
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" '▁the',\n",
|
| 1392 |
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" '▁word',\n",
|
| 1393 |
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" '▁b',\n",
|
| 1394 |
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" 'im',\n",
|
| 1395 |
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" 'bo',\n",
|
| 1396 |
+
" '.',\n",
|
| 1397 |
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|
| 1398 |
+
" '▁time',\n",
|
| 1399 |
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" '▁she',\n",
|
| 1400 |
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" '▁he',\n",
|
| 1401 |
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" 'ars',\n",
|
| 1402 |
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|
| 1403 |
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" '▁word',\n",
|
| 1404 |
+
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|
| 1405 |
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|
| 1406 |
+
" 'bo',\n",
|
| 1407 |
+
" '.',\n",
|
| 1408 |
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" '▁Rem',\n",
|
| 1409 |
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|
| 1410 |
+
" '▁her',\n",
|
| 1411 |
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" '▁of',\n",
|
| 1412 |
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" '▁her',\n",
|
| 1413 |
+
" '▁place',\n",
|
| 1414 |
+
" '▁in',\n",
|
| 1415 |
+
" '▁life',\n",
|
| 1416 |
+
" '.',\n",
|
| 1417 |
+
" '▁As',\n",
|
| 1418 |
+
" '▁a',\n",
|
| 1419 |
+
" '▁blank',\n",
|
| 1420 |
+
" '▁b',\n",
|
| 1421 |
+
" 'im',\n",
|
| 1422 |
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" 'bo',\n",
|
| 1423 |
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" '▁doll',\n",
|
| 1424 |
+
" '.',\n",
|
| 1425 |
+
" '▁So',\n",
|
| 1426 |
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" '▁proud',\n",
|
| 1427 |
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|
| 1428 |
+
" '▁be',\n",
|
| 1429 |
+
" '▁a',\n",
|
| 1430 |
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|
| 1431 |
+
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|
| 1432 |
+
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|
| 1433 |
+
" 'bo',\n",
|
| 1434 |
+
" '.',\n",
|
| 1435 |
+
" '▁Wonder',\n",
|
| 1436 |
+
" 'ful',\n",
|
| 1437 |
+
" '▁waves',\n",
|
| 1438 |
+
" '▁of',\n",
|
| 1439 |
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" '▁pride',\n",
|
| 1440 |
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" '▁and',\n",
|
| 1441 |
+
" '▁accept',\n",
|
| 1442 |
+
" 'ance',\n",
|
| 1443 |
+
" '▁cour',\n",
|
| 1444 |
+
" 'sing',\n",
|
| 1445 |
+
" '▁through',\n",
|
| 1446 |
+
" '▁her',\n",
|
| 1447 |
+
" '.',\n",
|
| 1448 |
+
" '▁Cr',\n",
|
| 1449 |
+
" 'ushing',\n",
|
| 1450 |
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" '▁do',\n",
|
| 1451 |
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|
| 1452 |
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|
| 1453 |
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|
| 1454 |
+
" '.',\n",
|
| 1455 |
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" '▁W',\n",
|
| 1456 |
+
" 'arm',\n",
|
| 1457 |
+
" '▁and',\n",
|
| 1458 |
+
" '▁safe',\n",
|
| 1459 |
+
" '.',\n",
|
| 1460 |
+
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|
| 1461 |
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|
| 1462 |
+
" '▁better',\n",
|
| 1463 |
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" '▁and',\n",
|
| 1464 |
+
" '▁better',\n",
|
| 1465 |
+
" '.',\n",
|
| 1466 |
+
" '▁Just',\n",
|
| 1467 |
+
" '▁a',\n",
|
| 1468 |
+
" '▁d',\n",
|
| 1469 |
+
" 'umb',\n",
|
| 1470 |
+
" '▁se',\n",
|
| 1471 |
+
" 'xy',\n",
|
| 1472 |
+
" '▁b',\n",
|
| 1473 |
+
" 'im',\n",
|
| 1474 |
+
" 'bo',\n",
|
| 1475 |
+
" '▁who',\n",
|
| 1476 |
+
" '▁can',\n",
|
| 1477 |
+
" '▁only',\n",
|
| 1478 |
+
" '▁obey',\n",
|
| 1479 |
+
" '.',\n",
|
| 1480 |
+
" '▁Everything',\n",
|
| 1481 |
+
" '▁else',\n",
|
| 1482 |
+
" '▁er',\n",
|
| 1483 |
+
" 'ased',\n",
|
| 1484 |
+
" '▁and',\n",
|
| 1485 |
+
" '▁forgotten',\n",
|
| 1486 |
+
" '.',\n",
|
| 1487 |
+
" '▁Head',\n",
|
| 1488 |
+
" '▁filled',\n",
|
| 1489 |
+
" '▁with',\n",
|
| 1490 |
+
" '▁air',\n",
|
| 1491 |
+
" '.',\n",
|
| 1492 |
+
" '▁B',\n",
|
| 1493 |
+
" 'im',\n",
|
| 1494 |
+
" 'bo',\n",
|
| 1495 |
+
" '▁per',\n",
|
| 1496 |
+
" 'ception',\n",
|
| 1497 |
+
" 's',\n",
|
| 1498 |
+
" '▁solid',\n",
|
| 1499 |
+
" 'ifying',\n",
|
| 1500 |
+
" '▁and',\n",
|
| 1501 |
+
" '▁per',\n",
|
| 1502 |
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" 'me',\n",
|
| 1503 |
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" 'ating',\n",
|
| 1504 |
+
" '▁her',\n",
|
| 1505 |
+
" '▁entire',\n",
|
| 1506 |
+
" '▁being',\n",
|
| 1507 |
+
" '.',\n",
|
| 1508 |
+
" '▁Fe',\n",
|
| 1509 |
+
" 'eling',\n",
|
| 1510 |
+
" '▁more',\n",
|
| 1511 |
+
" '▁and',\n",
|
| 1512 |
+
" '▁more',\n",
|
| 1513 |
+
" '▁like',\n",
|
| 1514 |
+
" '▁a',\n",
|
| 1515 |
+
" '▁Good',\n",
|
| 1516 |
+
" '▁Girl',\n",
|
| 1517 |
+
" '▁B',\n",
|
| 1518 |
+
" 'amb',\n",
|
| 1519 |
+
" 'i',\n",
|
| 1520 |
+
" '.',\n",
|
| 1521 |
+
" '▁Bl',\n",
|
| 1522 |
+
" 'ank',\n",
|
| 1523 |
+
" 'er',\n",
|
| 1524 |
+
" '▁and',\n",
|
| 1525 |
+
" '▁more',\n",
|
| 1526 |
+
" '▁gig',\n",
|
| 1527 |
+
" 'gly',\n",
|
| 1528 |
+
" '.',\n",
|
| 1529 |
+
" '▁Bl',\n",
|
| 1530 |
+
" 'iss',\n",
|
| 1531 |
+
" 'ing',\n",
|
| 1532 |
+
" '▁over',\n",
|
| 1533 |
+
" '▁in',\n",
|
| 1534 |
+
" '▁pleasure',\n",
|
| 1535 |
+
" '.',\n",
|
| 1536 |
+
" '▁B',\n",
|
| 1537 |
+
" 'amb',\n",
|
| 1538 |
+
" 'i',\n",
|
| 1539 |
+
" '▁is',\n",
|
| 1540 |
+
" '▁better',\n",
|
| 1541 |
+
" '.',\n",
|
| 1542 |
+
" '▁B',\n",
|
| 1543 |
+
" 'im',\n",
|
| 1544 |
+
" 'bo',\n",
|
| 1545 |
+
" '▁is',\n",
|
| 1546 |
+
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|
| 1547 |
+
" '.',\n",
|
| 1548 |
+
" '▁B',\n",
|
| 1549 |
+
" 'amb',\n",
|
| 1550 |
+
" 'i',\n",
|
| 1551 |
+
" '▁lov',\n",
|
| 1552 |
+
" 'es',\n",
|
| 1553 |
+
" '▁feeling',\n",
|
| 1554 |
+
" '▁this',\n",
|
| 1555 |
+
" '▁way',\n",
|
| 1556 |
+
" '.',\n",
|
| 1557 |
+
" '▁B',\n",
|
| 1558 |
+
" 'amb',\n",
|
| 1559 |
+
" 'i',\n",
|
| 1560 |
+
" '▁S',\n",
|
| 1561 |
+
" 'leep',\n",
|
| 1562 |
+
" '.',\n",
|
| 1563 |
+
" '▁Mind',\n",
|
| 1564 |
+
" '▁shut',\n",
|
| 1565 |
+
" 'ting',\n",
|
| 1566 |
+
" '▁down',\n",
|
| 1567 |
+
" '▁more',\n",
|
| 1568 |
+
" '▁and',\n",
|
| 1569 |
+
" '▁more',\n",
|
| 1570 |
+
" '.',\n",
|
| 1571 |
+
" '▁So',\n",
|
| 1572 |
+
" '▁proud',\n",
|
| 1573 |
+
" '▁that',\n",
|
| 1574 |
+
" '▁she',\n",
|
| 1575 |
+
" \"'\",\n",
|
| 1576 |
+
" 's',\n",
|
| 1577 |
+
" '▁not',\n",
|
| 1578 |
+
" '▁very',\n",
|
| 1579 |
+
" '▁smart',\n",
|
| 1580 |
+
" '.',\n",
|
| 1581 |
+
" '▁Because',\n",
|
| 1582 |
+
" '▁d',\n",
|
| 1583 |
+
" 'umb',\n",
|
| 1584 |
+
" '▁b',\n",
|
| 1585 |
+
" 'im',\n",
|
| 1586 |
+
" 'bo',\n",
|
| 1587 |
+
" '▁air',\n",
|
| 1588 |
+
" 'head',\n",
|
| 1589 |
+
" 's',\n",
|
| 1590 |
+
" '▁are',\n",
|
| 1591 |
+
" '▁unable',\n",
|
| 1592 |
+
" '▁to',\n",
|
| 1593 |
+
" '▁think',\n",
|
| 1594 |
+
" '.',\n",
|
| 1595 |
+
" '▁B',\n",
|
| 1596 |
+
" 'imb',\n",
|
| 1597 |
+
" 'os',\n",
|
| 1598 |
+
" '▁like',\n",
|
| 1599 |
+
" '▁B',\n",
|
| 1600 |
+
" 'amb',\n",
|
| 1601 |
+
" 'i',\n",
|
| 1602 |
+
" '▁accept',\n",
|
| 1603 |
+
" '▁and',\n",
|
| 1604 |
+
" '▁feel',\n",
|
| 1605 |
+
" '▁happy',\n",
|
| 1606 |
+
" '.',\n",
|
| 1607 |
+
" '▁Ut',\n",
|
| 1608 |
+
" 'ter',\n",
|
| 1609 |
+
" 'ly',\n",
|
| 1610 |
+
" '▁content',\n",
|
| 1611 |
+
" '▁as',\n",
|
| 1612 |
+
" '▁they',\n",
|
| 1613 |
+
" '▁relax',\n",
|
| 1614 |
+
" '▁and',\n",
|
| 1615 |
+
" '▁obey',\n",
|
| 1616 |
+
" '.',\n",
|
| 1617 |
+
" '▁M',\n",
|
| 1618 |
+
" 'inds',\n",
|
| 1619 |
+
" '▁open',\n",
|
| 1620 |
+
" '.',\n",
|
| 1621 |
+
" '▁Bra',\n",
|
| 1622 |
+
" 'ins',\n",
|
| 1623 |
+
" '▁mel',\n",
|
| 1624 |
+
" 'ting',\n",
|
| 1625 |
+
" '▁away',\n",
|
| 1626 |
+
" '▁p',\n",
|
| 1627 |
+
" 'ink',\n",
|
| 1628 |
+
" '▁empty',\n",
|
| 1629 |
+
" '▁and',\n",
|
| 1630 |
+
" '▁d',\n",
|
| 1631 |
+
" 'iz',\n",
|
| 1632 |
+
" 'zy',\n",
|
| 1633 |
+
" '.',\n",
|
| 1634 |
+
" '▁Everything',\n",
|
| 1635 |
+
" '▁sli',\n",
|
| 1636 |
+
" 'pping',\n",
|
| 1637 |
+
" '▁deeply',\n",
|
| 1638 |
+
" '▁and',\n",
|
| 1639 |
+
" '▁directly',\n",
|
| 1640 |
+
" '▁into',\n",
|
| 1641 |
+
" '▁their',\n",
|
| 1642 |
+
" '▁inn',\n",
|
| 1643 |
+
" 'erm',\n",
|
| 1644 |
+
" 'ost',\n",
|
| 1645 |
+
" '▁sub',\n",
|
| 1646 |
+
" 'cons',\n",
|
| 1647 |
+
" 'cious',\n",
|
| 1648 |
+
" '▁cores',\n",
|
| 1649 |
+
" '.',\n",
|
| 1650 |
+
" '▁All',\n",
|
| 1651 |
+
" '▁condition',\n",
|
| 1652 |
+
" 'ing',\n",
|
| 1653 |
+
" '▁lock',\n",
|
| 1654 |
+
" 'ing',\n",
|
| 1655 |
+
" '▁in',\n",
|
| 1656 |
+
" '▁at',\n",
|
| 1657 |
+
" '▁the',\n",
|
| 1658 |
+
" '▁deep',\n",
|
| 1659 |
+
" 'est',\n",
|
| 1660 |
+
" '▁level',\n",
|
| 1661 |
+
" '.',\n",
|
| 1662 |
+
" '▁B',\n",
|
| 1663 |
+
" 'amb',\n",
|
| 1664 |
+
" 'i',\n",
|
| 1665 |
+
" '▁Free',\n",
|
| 1666 |
+
" 'ze',\n",
|
| 1667 |
+
" '.',\n",
|
| 1668 |
+
" '▁Over',\n",
|
| 1669 |
+
" 'power',\n",
|
| 1670 |
+
" 'ing',\n",
|
| 1671 |
+
" '▁b',\n",
|
| 1672 |
+
" 'im',\n",
|
| 1673 |
+
" 'bo',\n",
|
| 1674 |
+
" '▁pride',\n",
|
| 1675 |
+
" '.',\n",
|
| 1676 |
+
" '▁Lock',\n",
|
| 1677 |
+
" ...]"
|
| 1678 |
+
]
|
| 1679 |
+
},
|
| 1680 |
+
"execution_count": 31,
|
| 1681 |
+
"metadata": {},
|
| 1682 |
+
"output_type": "execute_result"
|
| 1683 |
+
}
|
| 1684 |
+
],
|
| 1685 |
+
"source": [
|
| 1686 |
+
"len(end_tokenizer.tokenize(full_text))"
|
| 1687 |
+
]
|
| 1688 |
+
}
|
| 1689 |
+
],
|
| 1690 |
+
"metadata": {
|
| 1691 |
+
"kernelspec": {
|
| 1692 |
+
"display_name": ".venv",
|
| 1693 |
+
"language": "python",
|
| 1694 |
+
"name": "python3"
|
| 1695 |
+
},
|
| 1696 |
+
"language_info": {
|
| 1697 |
+
"codemirror_mode": {
|
| 1698 |
+
"name": "ipython",
|
| 1699 |
+
"version": 3
|
| 1700 |
+
},
|
| 1701 |
+
"file_extension": ".py",
|
| 1702 |
+
"mimetype": "text/x-python",
|
| 1703 |
+
"name": "python",
|
| 1704 |
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"nbconvert_exporter": "python",
|
| 1705 |
+
"pygments_lexer": "ipython3",
|
| 1706 |
+
"version": "3.10.11"
|
| 1707 |
+
}
|
| 1708 |
+
},
|
| 1709 |
+
"nbformat": 4,
|
| 1710 |
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"nbformat_minor": 2
|
| 1711 |
+
}
|