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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
}
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