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motomalaysia-multiturn.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "a0cd5176",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# !wget https://huggingface.co/datasets/malaysia-ai/motomalaysia.com-multiturn/resolve/main/motomalaysia-data.jsonl.translated\n",
+    "# !wget https://huggingface.co/datasets/malaysia-ai/motomalaysia.com-multiturn/resolve/main/motomalaysia-data.jsonl"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "b94471a6",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import json"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "a69c193d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open('motomalaysia-data.jsonl') as fopen:\n",
+    "    for l in fopen:\n",
+    "        l = json.loads(l)\n",
+    "        break"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2907e6bd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\n{\"image\": \"pic/0.jpg\", \"conversations\": [{\"role\": \"user\", \"content\": \"<image>Ini makanan apa?\"}, {\"role\": \"assistant\", \"content\": \"Ini ialah Kuih Siput.\"},\\n'"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "\"\"\"\n",
+    "{\"image\": \"pic/0.jpg\", \"conversations\": [{\"role\": \"user\", \"content\": \"<image>Ini makanan apa?\"}, {\"role\": \"assistant\", \"content\": \"Ini ialah Kuih Siput.\"},\n",
+    "\"\"\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "41632e47",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "chats = []\n",
+    "with open('motomalaysia-data.jsonl.translated') as fopen:\n",
+    "    for l in fopen:\n",
+    "        l = json.loads(l)\n",
+    "        overview = l['specs']['overview_translated']\n",
+    "        overview = [s for s in overview if s]\n",
+    "        overview = '\\n'.join(overview)\n",
+    "        spec = '\\n'.join(l['specs']['specs'])\n",
+    "        conversations = []\n",
+    "        conversations.extend([\n",
+    "            {\"role\": \"user\", \"content\": \"<image>Ini model apa?\"},\n",
+    "            {\"role\": \"assistant\", \"content\": l['specs']['model_name']},\n",
+    "        ])\n",
+    "        if len(overview):\n",
+    "            conversations.extend([\n",
+    "                {\"role\": \"user\", \"content\": \"apa kelebihan moto tu?\"},\n",
+    "                {\"role\": \"assistant\", \"content\": overview},\n",
+    "            ])\n",
+    "        conversations.extend([\n",
+    "            {\"role\": \"user\", \"content\": \"apa spesifikasi moto tu?\"},\n",
+    "            {\"role\": \"assistant\", \"content\": spec},\n",
+    "        ])\n",
+    "        chats.append({\n",
+    "            'image': l['local_image'],\n",
+    "            'image_url': l['img_url'],\n",
+    "            'conversations': conversations\n",
+    "        })"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "94cd0f04",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'image': 'pic/Yamaha NMAX (2016)_1.jpg',\n",
+       " 'image_url': 'https://www.motomalaysia.com/wp-content/uploads/2017/10/yamaha-nmax-2.jpg',\n",
+       " 'conversations': [{'role': 'user', 'content': '<image>Ini model apa?'},\n",
+       "  {'role': 'assistant', 'content': 'Yamaha NMAX (2016)'},\n",
+       "  {'role': 'user', 'content': 'apa spesifikasi moto tu?'},\n",
+       "  {'role': 'assistant',\n",
+       "   'content': 'Manufacturer: Yamaha\\nModel: 2016\\nGeneration: \\nYamaha NMAX (2016)\\n\\nType: Scooter\\nColour Available: \\n\\n Grey\\n Red\\n\\n\\nDimension: 1,955 x 740 x 1,115 mm\\nWheelbase: 1,350 mm\\nWeight: 136 kg\\nSeat Height: 765 mm\\nGround Clearance: 135 mm\\nMeter Display: \\n\\nDigital - Speedometer, Fuel Gauge\\n\\n\\nEngine: 4-Stroke, SOHC\\nDisplacement: 155 CC\\nNo Of Cylinders: 1-Cylinder\\nCompression Ratio: 10.5 : 1\\nBore x Stroke: 58mm x 58.7mm\\nMax Power: 11.1 kW @ 8,000 RPM\\nMax Torque: 14.4 Nm  @ 6,000 RPM\\nMax Speed: -\\nTransmission: Automatic, CVT\\nClutch: Dry, centrifugal, Shoe\\nIgnition System: Transistor Coil Ignition (TCI)\\nStarting System: Electric Starter\\nCooling System: Liquid Cooled\\nCarburetor: -\\nFuel System: Fuel Injection\\nFuel Capacity: 6.6 Liters\\nFuel Consumption: -\\nOil Capacity: 1.0 Liters\\nFeatures: -\\nType: Underbone\\nFront Suspension: Telescopic\\nRear Suspension: Unit Swing\\nFront Brake: Disc\\nRear Brake: Disc\\nFront Tire: 110/70-13\\nRear Tire: 130/70-13\\nFront Wheel: -\\nRear Wheel: -\\nUnder Seat Box: -'}]}"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "chats[-2]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "75464efe",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open('motomalaysia-chat.json', 'w') as fopen:\n",
+    "    json.dump(chats, fopen)"
+   ]
+  }
+ ],
+ "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": "3.8.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}