DaTaobao Tech

Oct 15, 2026 · Artificial Intelligence

On-Device Intent Detection at Taote: LoRA, ShortGPT Pruning & AWQ Quantization

Taote details its end-to-end on-device model pipeline for real-time user intent detection, using Qwen3-0.6B with LoRA fine-tuning, ShortGPT-based layer pruning, and AWQ quantization to achieve 80%+ on-device accuracy, enabling feed re-ranking and retention coupon scenarios with measurable GMV growth.