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"name": "Fine-tuning Text Classification Model with Intel® Neural Compressor (INC)",
"categories": ["Toolkit/oneAPI AI And Analytics/Getting Started"],
"description": "This sample demonstrates how to fine-tune text model for emotion classification task using Intel® Neural Compressor Quantization Aware Training (QAT).",
"builder": ["cli"],
"toolchain": ["jupyter"],
"languages": [{"python":{}}],
"os":["linux"],
"targetDevice": ["CPU"],
"ciTests": {
"linux": [
{
"env": [
"source /intel/oneapi/intelpython/bin/activate",
"conda activate pytorch",
"pip install uv",
"uv python pin $(which python)",
"uv venv --system-site-packages",
"uv sync"
],
"id": "inc_text_classification_quantization_py",
"steps": [
"uv run INC_QuantizationAwareTraining_TextClassification.py"