Automating Text-to-SQL in WMS: Choosing a Local LLM Without GPU
A developer at the logistics company Aerosib-C automated the generation of SQL queries for invoicing using LLM models. Due to security requirements, local models were used, tested on a Linux server with 30 GB of RAM and no GPU. The best result was achieved by gemma4:26b, although response times reached tens of minutes. Coder models were outperformed by reasoning models. Plans include building an expert system for service classification.
DeepSeek
Google/DeepMind
Alibaba/Qwen



