Mukherjee Arghya

Commerce Core Expansion: Auditing Small-Model Adaptation for Product Matching and Attribute Extraction

Small language models could support several product-understanding operations within a retailer’s infrastructure, but evidence of task accuracy is easily con-founded with evidence of generalization or serving efficiency. We study QLoRA adaptation of Qwen3-1.7B for query–product relevance, listing identity, functional re...