{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "08bf7c87-7357-4c1c-a185-190c2df112e6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      ">  hello im jeremy\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of Input Characters: 15\n",
      "Number of Tokens: 5\n",
      "[\n",
      "  \"hello\",\n",
      "  \"\\u0120im\",\n",
      "  \"\\u0120j\",\n",
      "  \"ere\",\n",
      "  \"my\"\n",
      "]\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/jeremy/.conda/envs/ai/lib/python3.11/site-packages/huggingface_hub/file_download.py:943: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdin",
     "output_type": "stream",
     "text": [
      ">  safhawepoiefj\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of Input Characters: 13\n",
      "Number of Tokens: 6\n",
      "[\n",
      "  \"saf\",\n",
      "  \"haw\",\n",
      "  \"ep\",\n",
      "  \"o\",\n",
      "  \"ief\",\n",
      "  \"j\"\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "from transformers import AutoTokenizer\n",
    "import json\n",
    "\n",
    "model = 'openai-community/gpt2'\n",
    "\n",
    "while 1:\n",
    "\ttext = input(\"> \")\n",
    "\n",
    "\ttokens = AutoTokenizer.from_pretrained(model).tokenize(text)\n",
    "\tprint(f\"Number of Input Characters: {len(text)}\")\n",
    "\tprint(f\"Number of Tokens: {len(tokens)}\")\n",
    "\tprint(json.dumps(tokens, indent=2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9de80fcb-3145-4e9d-8265-ce885b2ed5d4",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}