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{
"cells": [
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"┌─ Modal Deprecation Warning (2025-02-06) ────────────────────────────────────┐\n",
"│ Using Python module paths will require using the -m flag in a future │\n",
"│ version of Modal. │\n",
"│ Use `modal deploy -m classifier_modal` instead. │\n",
"└─────────────────────────────────────────────────────────────────────────────┘\n",
"┌─ Modal Deprecation Warning (2025-01-15) ────────────────────────────────────┐\n",
"│ The `@modal.build` decorator is deprecated and will be removed in a future │\n",
"│ release. │\n",
"│ │\n",
"│ We now recommend storing large assets (such as model weights) using a │\n",
"│ `modal.Volume` instead of writing them directly into the `modal.Image` │\n",
"│ filesystem. For other use cases we recommend using `Image.run_function` │\n",
"│ instead. │\n",
"│ │\n",
"│ See https://modal.com/docs/guide/modal-1-0-migration for more information. │\n",
"│ │\n",
"│ Source: c:\\LLM\\AccentDetector\\classifier_modal.py:12 │\n",
"│ @modal.build() │\n",
"└─────────────────────────────────────────────────────────────────────────────┘\n",
"- Creating objects...\n",
"\\ Creating objects...\n",
"└── - Creating mount c:\\LLM\\AccentDetector\\classifier_modal.py: Uploaded 0/1 \n",
" files\n",
"/ Creating objects...\n",
"└── | Creating mount c:\\LLM\\AccentDetector\\classifier_modal.py: Uploaded 0/1 \n",
" files\n",
"\\ Creating objects...\n",
"└── / Creating mount c:\\LLM\\AccentDetector\\classifier_modal.py: Uploaded 0/1 \n",
" files\n",
"/ Creating objects...\n",
"└── \\ Creating mount c:\\LLM\\AccentDetector\\classifier_modal.py: Finalizing \n",
" index of 1 files\n",
"\\ Creating objects...\n",
"├── 🔨 Created mount c:\\LLM\\AccentDetector\\classifier_modal.py\n",
"└── 🔨 Created function Accentizer.download_model.\n",
"/ Creating objects...\n",
"├── 🔨 Created mount c:\\LLM\\AccentDetector\\classifier_modal.py\n",
"├── 🔨 Created function Accentizer.download_model.\n",
"└── - Creating function Accentizer.*...\n",
"\\ Creating objects...\n",
"├── 🔨 Created mount c:\\LLM\\AccentDetector\\classifier_modal.py\n",
"├── 🔨 Created function Accentizer.download_model.\n",
"└── 🔨 Created function Accentizer.*.\n",
"\\ Creating objects...\n",
"├── 🔨 Created mount c:\\LLM\\AccentDetector\\classifier_modal.py\n",
"├── 🔨 Created function Accentizer.download_model.\n",
"└── 🔨 Created function Accentizer.*.\n",
"\n",
"✓ Created objects.\n",
"├── 🔨 Created mount c:\\LLM\\AccentDetector\\classifier_modal.py\n",
"├── 🔨 Created function Accentizer.download_model.\n",
"└── 🔨 Created function Accentizer.*.\n",
"✓ App deployed in 2.520s! 🎉\n",
"\n",
"View Deployment: \n",
"https://modal.com/apps/djallelbrahmia/main/deployed/ClassifierAudio\n"
]
}
],
"source": [
"!modal deploy classifier_modal"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Python312\\Lib\\asyncio\\events.py:88: DeprecationError: 2025-01-27: `modal.Cls.lookup` is deprecated and will be removed in a future release. It can be replaced with `modal.Cls.from_name`.\n",
"\n",
"See https://modal.com/docs/guide/modal-1-0-migration for more information.\n",
" self._context.run(self._callback, *self._args)\n",
"C:\\Users\\dbrah\\AppData\\Local\\Temp\\ipykernel_62300\\1972719297.py:5: DeprecationError: 2025-01-13: Calling a method on an uninstantiated class will soon be deprecated; update your code to instantiate the class first, i.e.:\n",
"Accentizer().classify instead of Accentizer.classify\n",
" result=Accentizer.classify.remote(link)\n"
]
}
],
"source": [
"import modal\n",
"import torch\n",
"link=\"https://huggingface.co/Jzuluaga/accent-id-commonaccent_xlsr-en-english/resolve/main/data/malaysia_1.wav\"\n",
"Accentizer = modal.Cls.lookup(\"ClassifierAudio\", \"Accentizer\")\n",
"result=Accentizer.classify.remote(link)"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'label': ['malaysia'],\n",
" 'score': tensor([1.0000]),\n",
" 'index': tensor([11]),\n",
" 'out_prob': tensor([[1.1861e-06, 1.2054e-10, 5.3472e-11, 5.4380e-13, 2.0032e-15, 4.4907e-07,\n",
" 6.3840e-15, 4.1447e-15, 6.7380e-18, 1.5645e-16, 2.8600e-14, 1.0000e+00,\n",
" 9.1363e-11, 1.0672e-14, 2.5263e-11, 2.2510e-09]])}"
]
},
"execution_count": 45,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"result"
]
}
],
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